Lucila Ohno-machado

Title(s)Adjunct Professor, Medicine
SchoolVc-health Sciences-schools
ORCID ORCID Icon0000-0002-8005-7327 Additional info
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    Collapse Biography 
    Collapse Education and Training
    Stanford University, Palo Alto, CAPh.D.Medical Information Sciences and Computer Science
    University of Sao Paulo, Sao Paulo, BrazilM.D.Medicine
    Fundacao Getulio Vargas, Escola de Administração, Sao Paulo, BrazilM.B.A.Healthcare Administration
    Collapse Awards and Honors
    International Academy of Health Sciences InformaticsElected member
    American College of Medical InformaticsElected fellow
    American Society for Clinical InvestigationElected member
    American Institute for Medical and Biological EngineeringElected fellow
    National Academy of MedicineElected member

    Collapse Overview 
    Collapse Overview
    Distinguished Professor of Medicine (Biomedical Informatics)
    Associate Dean for Informatics and Technology, UCSD Health Sciences
    Chair, UCSD Health Department of Biomedical Informatics

    Collapse Research 
    Collapse Research Activities and Funding
    Genetic & Social Determinants of Health: Center for Admixture Science and Technology
    NIH RM1HG011558Sep 22, 2021 - Jun 30, 2026
    Role: Principal Investigator
    RADx-Rad Discoveries & Data: Consortium Coordination Center Program Organization
    NIH U24LM013755Dec 21, 2020 - Nov 30, 2024
    Role: Principal Investigator
    Advanced data analytics training for behavioral and social sciences research
    NIH T32MH122376Jul 1, 2020 - Jun 30, 2025
    Role: Principal Investigator
    iAGREE: A Multi-Center, Networked Patient Consent Study
    NIH R01HG011066May 1, 2020 - Feb 28, 2025
    Role: Principal Investigator
    California Precision Medicine Research Program Consortium
    NIH OT2OD026552Apr 1, 2018 - Mar 31, 2023
    Role: Principal Investigator
    Protecting Privacy and Facilitating Shared Access of Clinical and Genetic Data of Special Populations
    NIH R01HL136835Dec 15, 2017 - Nov 30, 2022
    Role: Principal Investigator
    CALIFORNIA: Cloud-agnostic Architecture to Locate Indexed FAIR Objects and safely Reuse them in New Integrated Analyses
    NIH OT3OD025462Sep 30, 2017 - Nov 30, 2018
    Role: Principal Investigator
    Decentralized differentially-private methods for dynamic data release and analysis
    NIH R01GM118609Jan 1, 2017 - Dec 31, 2021
    Role: Principal Investigator
    California Precision Medicine Consortium
    NIH OT2OD024611Sep 27, 2016 - Mar 31, 2018
    Role: Principal Investigator
    iDASH Genome Privacy and Security Workshop (secure genome analysis competition)
    NIH R13HG009072Sep 12, 2016 - Jul 31, 2021
    Role: Principal Investigator
    Design and Evaluation of User Centered Electronic Health Records
    NIH I01HX000982Oct 1, 2015 - Sep 30, 2019
    Role: Principal Investigator
    iCONCUR: informed CONsent for Clinical data and biosample Use for Research
    NIH R01HG008802Sep 21, 2015 - Jun 30, 2020
    Role: Principal Investigator
    BioCADDIE: Biomedical and healthCAre Data Discovery and Indexing Engine center
    NIH U24AI117966Sep 29, 2014 - Aug 31, 2018
    Role: Principal Investigator
    San Diego Biomedical Informatics Education & Research (SABER)
    NIH T15LM011271Jul 1, 2012 - Jun 30, 2022
    Role: Principal Investigator
    Phenotype Discovery in NHLBI Genomic Studies (PhD)
    NIH/NHLBI UH3HL108785Jul 19, 2011 - Sep 23, 2014
    Role: Principal Investigator
    Phenotype Discovery in NHLBI Genomic Studies (PhD)
    NIH UH2HL108785Jul 19, 2011 - May 31, 2013
    Role: Principal Investigator
    SCANNER: Scalable National Network for Effectiveness Research
    NIH R01HS019913Sep 30, 2010 - Sep 29, 2013
    Role: Principal Investigator
    iDASH: Integrating Data for Analysis, Anonymization, and Sharing
    NIH U54HL108460Sep 20, 2010 - Sep 30, 2017
    Role: Principal Investigator
    Global Health Knowledge Collective: A Collaborative Toolkit for Global Health
    NIH R24TW008805Sep 15, 2010 - Aug 31, 2012
    Role: Principal Investigator
    Assessing quality of individual predictions in medical decision support systems
    NIH R01LM009520Jun 1, 2007 - Dec 2, 2011
    Role: Principal Investigator
    Biomedical Research Informatics for Global Health Training (BRIGHT) Program
    NIH D43TW007015Jun 1, 2004 - Jun 30, 2017
    Role: Principal Investigator
    CONFERENCE--GUIDELINE INTERCHANGE FORMAT (GLIF) WORKSHOP
    NIH R13LM006929Jan 3, 2000 - Aug 31, 2000
    Role: Principal Investigator
    BRAZIL/USA INTERNATIONAL TRAINING IN MEDICAL INFORMATICS
    NIH D43TW001279Sep 30, 1999 - May 31, 2004
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH R01LM006538Sep 30, 1998 - Aug 31, 2001
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH R29LM006538Sep 30, 1998 - Aug 31, 2000
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH R55LM006538Sep 15, 1997 - Sep 29, 1998
    Role: Principal Investigator
    CONNECTIONIST MODELS OF SURVIVAL IN HIV INFECTION
    NIH R03HS008462Sep 1, 1994 - Feb 29, 1996
    Role: Principal Investigator
    Biomedical Informatics and Data Science Research Training Program (BIRT)
    NIH T15LM007092Jul 1, 1992 - Jun 30, 2022
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. JAMIA at 30: looking back and forward. J Am Med Inform Assoc. 2023 Dec 22; 31(1):1-9. Stead WW, Miller RA, Ohno-Machado L, Bakken S. PMID: 38134400; PMCID: PMC10746314.
      View in: PubMed   Mentions:    Fields:    
    2. Guiding Principles to Address the Impact of Algorithm Bias on Racial and Ethnic Disparities in Health and Health Care. JAMA Netw Open. 2023 Dec 01; 6(12):e2345050. Chin MH, Afsar-Manesh N, Bierman AS, Chang C, Colón-Rodríguez CJ, Dullabh P, Duran DG, Fair M, Hernandez-Boussard T, Hightower M, Jain A, Jordan WB, Konya S, Moore RH, Moore TT, Rodriguez R, Shaheen G, Snyder LP, Srinivasan M, Umscheid CA, Ohno-Machado L. PMID: 38100101.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    3. Severe aortic stenosis detection by deep learning applied to echocardiography. Eur Heart J. 2023 11 14; 44(43):4592-4604. Holste G, Oikonomou EK, Mortazavi BJ, Coppi A, Faridi KF, Miller EJ, Forrest JK, McNamara RL, Ohno-Machado L, Yuan N, Gupta A, Ouyang D, Krumholz HM, Wang Z, Khera R. PMID: 37611002.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    4. Examining sociodemographic correlates of opioid use, misuse, and use disorders in the All of Us Research Program. PLoS One. 2023; 18(8):e0290416. Yeh HH, Peltz-Rauchman C, Johnson CC, Pawloski PA, Chesla D, Waring SC, Stevens AB, Epstein M, Joseph C, Miller-Matero LR, Gui H, Tang A, Boerwinkle E, Cicek M, Clark CR, Cohn E, Gebo K, Loperena R, Mayo K, Mockrin S, Ohno-Machado L, Schully S, Ramirez AH, Qian J, Ahmedani BK. PMID: 37594966; PMCID: PMC10437856.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    5. Family and personal history of cancer in the All of Us research program for precision medicine. PLoS One. 2023; 18(7):e0288496. Keeler Bruce L, Paul P, Kim KK, Kim J, Keegan THM, Hiatt RA, Ohno-Machado L, All of Us Research Program Investigators. PMID: 37459328; PMCID: PMC10351738.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. J Am Med Inform Assoc. 2023 05 19; 30(6):1167-1178. Kuo TT, Pham A, Edelson ME, Kim J, Chan J, Gupta Y, Ohno-Machado L, R2D2 Consortium. PMID: 36916740; PMCID: PMC10198529.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    7. Patient and researcher stakeholder preferences for use of electronic health record data: a qualitative study to guide the design and development of a platform to honor patient preferences. J Am Med Inform Assoc. 2023 May 04. Morse B, Kim KK, Xu Z, Matsumoto CG, Schilling LM, Ohno-Machado L, Mak SS, Keller MS. PMID: 37141581; PMCID: PMC10198527.
      View in: PubMed   Mentions: 1     Fields:    
    8. Common and rare variants associated with cardiometabolic traits across 98,622 whole-genome sequences in the All of Us research program. J Hum Genet. 2023 Aug; 68(8):565-570. Wang X, Ryu J, Kim J, Ramirez A, Mayo KR, All of Us Research Program, Condon H, Vaitinadin NS, Ohno-Machado L, Talavera GA, Ellinor PT, Lubitz SA, Choi SH. PMID: 37072623; PMCID: PMC10524735.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    9. Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance. BMC Med Res Methodol. 2023 04 11; 23(1):89. Davis SE, Ssemaganda H, Koola JD, Mao J, Westerman D, Speroff T, Govindarajulu US, Ramsay CR, Sedrakyan A, Ohno-Machado L, Resnic FS, Matheny ME. PMID: 37041457; PMCID: PMC10088292.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    10. A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia. J Biomed Inform. 2023 03; 139:104322. Ohno-Machado L, Jiang X, Kuo TT, Tao S, Chen L, Ram PM, Zhang GQ, Xu H. PMID: 36806328; PMCID: PMC10975485.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    11. Evaluation of available risk scores to predict multiple cardiovascular complications for patients with type 2 diabetes mellitus using electronic health records. Comput Methods Programs Biomed Update. 2023; 3. Ho JC, Staimez LR, Narayan KMV, Ohno-Machado L, Simpson RL, Hertzberg VS. PMID: 37332899; PMCID: PMC10274317.
      View in: PubMed   Mentions: 2  
    12. Achieving a Representative Sample of Asian Americans in Biomedical Research Through Community-Based Approaches: Comparing Demographic Data in the All of Us Research Program With the American Community Survey. J Transcult Nurs. 2023 01; 34(1):59-67. Randal FT, Lozano P, Qi S, Maene C, Shah S, Mo Y, Ratsimbazafy F, Boerwinkle E, Cicek M, Clark CR, Cohn E, Gebo K, Loperena R, Mayo K, Mockrin S, Ohno-Machado L, Schully S, Ramirez AH, Aschebrook-Kilfoy B, Ahsan H, Lam H, Kim KE. PMID: 36398985.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    13. Investigation of hypertension and type 2 diabetes as risk factors for dementia in the All of Us cohort. Sci Rep. 2022 11 17; 12(1):19797. Nagar SD, Pemu P, Qian J, Boerwinkle E, Cicek M, Clark CR, Cohn E, Gebo K, Loperena R, Mayo K, Mockrin S, Ohno-Machado L, Ramirez AH, Schully S, Able A, Green A, Zuchner S, SEEC Consortium, Jordan IK, Meller R. PMID: 36396674; PMCID: PMC9672061.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    14. The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. J Am Med Inform Assoc. 2022 11 14; 29(12):2182-2190. Kuo TT, Jiang X, Tang H, Wang X, Harmanci A, Kim M, Post K, Bu D, Bath T, Kim J, Liu W, Chen H, Ohno-Machado L. PMID: 36164820; PMCID: PMC9667175.
      View in: PubMed   Mentions: 4     Fields:    
    15. Comparative Safety and Effectiveness of Biologic Therapy for Crohn's Disease: A CA-IBD Cohort Study. Clin Gastroenterol Hepatol. 2023 08; 21(9):2359-2369.e5. Singh S, Kim J, Luo J, Paul P, Rudrapatna V, Park S, Zheng K, Syal G, Ha C, Fleshner P, McGovern D, Sauk JS, Limketkai B, Dulai PS, Boland BS, Eisenstein S, Ramamoorthy S, Melmed G, Mahadevan U, Sandborn WJ, Ohno-Machado L. PMID: 36343846.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    16. Concordance of SARS-CoV-2 Antibody Results during a Period of Low Prevalence. mSphere. 2022 10 26; 7(5):e0025722. Miller CN, Althoff KN, Schlueter DJ, Anton-Culver H, Chen Q, Garbett S, Ratsimbazafy F, Thomsen I, Karlson EW, Cicek M, Pinto LA, Malin BA, Ohno-Machado L, Williams C, Goldstein D, Kouame A, Ramirez A, Gebo KA, Schully SD, All of Us Research Program. PMID: 36173112; PMCID: PMC9599436.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    17. An Overview of Cancer in the First 315,000 All of Us Participants. PLoS One. 2022; 17(9):e0272522. Aschebrook-Kilfoy B, Zakin P, Craver A, Shah S, Kibriya MG, Stepniak E, Ramirez A, Clark C, Cohn E, Ohno-Machado L, Cicek M, Boerwinkle E, Schully SD, Mockrin S, Gebo K, Mayo K, Ratsimbazafy F, Sanders A, Shah RC, Argos M, Ho J, Kim K, Daviglus M, Greenland P, Ahsan H, All of Us Research Program Investigators. PMID: 36048778; PMCID: PMC9436122.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    18. The All of Us Research Program: Data quality, utility, and diversity. Patterns (N Y). 2022 Aug 12; 3(8):100570. Ramirez AH, Sulieman L, Schlueter DJ, Halvorson A, Qian J, Ratsimbazafy F, Loperena R, Mayo K, Basford M, Deflaux N, Muthuraman KN, Natarajan K, Kho A, Xu H, Wilkins C, Anton-Culver H, Boerwinkle E, Cicek M, Clark CR, Cohn E, Ohno-Machado L, Schully SD, Ahmedani BK, Argos M, Cronin RM, O'Donnell C, Fouad M, Goldstein DB, Greenland P, Hebbring SJ, Karlson EW, Khatri P, Korf B, Smoller JW, Sodeke S, Wilbanks J, Hentges J, Mockrin S, Lunt C, Devaney SA, Gebo K, Denny JC, Carroll RJ, Glazer D, Harris PA, Hripcsak G, Philippakis A, Roden DM, All of Us Research Program. PMID: 36033590; PMCID: PMC9403360.
      View in: PubMed   Mentions: 40  
    19. A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources. J Am Med Inform Assoc. 2022 07 12; 29(8):1342-1349. Wiley K, Findley L, Goldrich M, Rakhra-Burris TK, Stevens A, Williams P, Bult CJ, Chisholm R, Deverka P, Ginsburg GS, Green ED, Jarvik G, Mensah GA, Ramos E, Relling MV, Roden DM, Rowley R, Alterovitz G, Aronson S, Bastarache L, Cimino JJ, Crowgey EL, Del Fiol G, Freimuth RR, Hoffman MA, Jeff J, Johnson K, Kawamoto K, Madhavan S, Mendonca EA, Ohno-Machado L, Pratap S, Taylor CO, Ritchie MD, Walton N, Weng C, Zayas-Cabán T, Manolio TA, Williams MS. PMID: 35485600; PMCID: PMC9277642.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    20. Inclusion of social determinants of health improves sepsis readmission prediction models. J Am Med Inform Assoc. 2022 06 14; 29(7):1263-1270. Amrollahi F, Shashikumar SP, Meier A, Ohno-Machado L, Nemati S, Wardi G. PMID: 35511233; PMCID: PMC9196687.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    21. Simplified Machine Learning Models Can Accurately Identify High-Need High-Cost Patients With Inflammatory Bowel Disease. Clin Transl Gastroenterol. 2022 07 01; 13(7):e00507. Nguyen NH, Patel S, Gabunilas J, Qian AS, Cecil A, Jairath V, Sandborn WJ, Ohno-Machado L, Chen PL, Singh S. PMID: 35905414; PMCID: PMC10476830.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    22. Effect of Obesity on Risk of Hospitalization, Surgery, and Serious Infection in Biologic-Treated Patients With Inflammatory Bowel Diseases: A CA-IBD Cohort Study. Am J Gastroenterol. 2022 10 01; 117(10):1639-1647. Gu P, Luo J, Kim J, Paul P, Limketkai B, Sauk JS, Park S, Parekh N, Zheng K, Rudrapatna V, Syal G, Ha C, McGovern DP, Melmed GY, Fleshner P, Eisenstein S, Ramamoorthy S, Dulai PS, Boland BS, Grunvald E, Mahadevan U, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 35973139.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    23. Effectiveness and Safety of Biologic Therapy in Hispanic Vs Non-Hispanic Patients With Inflammatory Bowel Diseases: A CA-IBD Cohort Study. Clin Gastroenterol Hepatol. 2023 01; 21(1):173-181.e5. Nguyen NH, Luo J, Paul P, Kim J, Syal G, Ha C, Rudrapatna V, Park S, Parekh N, Zheng K, Sauk JS, Limketkai B, Fleshner P, Eisenstein S, Ramamoorthy S, Melmed G, Dulai PS, Boland BS, Mahadevan U, Sandborn WJ, Ohno-Machado L, McGovern D, Singh S. PMID: 35644340; PMCID: PMC9701245.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    24. Codesigning a community-based participatory research project to assess tribal perspectives on privacy and health data sharing: A report from the Strong Heart Study. J Am Med Inform Assoc. 2022 05 11; 29(6):1120-1127. Triplett C, Fletcher BJ, Taitingfong RI, Zhang Y, Ali T, Ohno-Machado L, Bloss CS. PMID: 35349678; PMCID: PMC9093024.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    25. NLM's sponsorship of research in biomedical informatics (1985-2016). Inf Serv Use. 2022; 42(1):61-70. Kuo TT, Ohno-Machado L. PMID: 35600120; PMCID: PMC9108565.
      View in: PubMed   Mentions:
    26. A tribute to Karen Greenwood and her contributions to the American Medical Informatics Association. J Am Med Inform Assoc. 2022 04 13; 29(5):1011-1013. Lehmann CU, Brennan PF, Detmer DE, Jackson GP, Ohno-Machado L, Safran C, Williamson JJ, Shortliffe EH. PMID: 35303086; PMCID: PMC9006698.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    27. Epidemiology of atrial fibrillation in the All of Us Research Program. PLoS One. 2022; 17(3):e0265498. Alonso A, Alam AB, Kamel H, Subbian V, Qian J, Boerwinkle E, Cicek M, Clark CR, Cohn EG, Gebo KA, Loperena-Cortes R, Mayo KR, Mockrin S, Ohno-Machado L, Schully SD, Ramirez AH, Greenland P. PMID: 35294480; PMCID: PMC8926244.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    28. Machine Learning-based Prediction Models for Diagnosis and Prognosis in Inflammatory Bowel Diseases: A Systematic Review. J Crohns Colitis. 2022 Mar 14; 16(3):398-413. Nguyen NH, Picetti D, Dulai PS, Jairath V, Sandborn WJ, Ohno-Machado L, Chen PL, Singh S. PMID: 34492100; PMCID: PMC8919806.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    29. Antibodies to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in All of Us Research Program Participants, 2 January to 18 March 2020. Clin Infect Dis. 2022 03 01; 74(4):584-590. Althoff KN, Schlueter DJ, Anton-Culver H, Cherry J, Denny JC, Thomsen I, Karlson EW, Havers FP, Cicek MS, Thibodeau SN, Pinto LA, Lowy D, Malin BA, Ohno-Machado L, Williams C, Goldstein D, Kouame A, Ramirez A, Roman A, Sharpless NE, Gebo KA, Schully SD. PMID: 34128970; PMCID: PMC8384413.
      View in: PubMed   Mentions: 16     Fields:    Translation:HumansCells
    30. Protein and miRNA profile of circulating extracellular vesicles in patients with primary sclerosing cholangitis. Sci Rep. 2022 02 22; 12(1):3027. Povero D, Tameda M, Eguchi A, Ren W, Kim J, Myers R, Goodman ZD, Harrison SA, Sanyal AJ, Bosch J, Ohno-Machado L, Feldstein AE. PMID: 35194091; PMCID: PMC8863778.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansCells
    31. NLM's Sponsorship of Research in Biomedical Informatics (1985-2016). Stud Health Technol Inform. 2022 Feb 01; 288:64-73. Kuo TT, Ohno-Machado L. PMID: 35102829.
      View in: PubMed   Mentions:    Fields:    
    32. Digital Health Technologies for Remote Monitoring and Management of Inflammatory Bowel Disease: A Systematic Review. Am J Gastroenterol. 2022 01 01; 117(1):78-97. Nguyen NH, Martinez I, Atreja A, Sitapati AM, Sandborn WJ, Ohno-Machado L, Singh S. PMID: 34751673; PMCID: PMC8987011.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    33. Pediatric data from the All of Us research program: demonstration of pediatric obesity over time. JAMIA Open. 2021 Oct; 4(4):ooab112. Giangreco NP, Lina S, Qian J, Kuoame A, Subbian V, Boerwinkle E, Cicek M, Clark CR, Cohen E, Gebo KA, Loperena-Cortes R, Mayo K, Mockrin S, Ohno-Machado L, Schully SD, Tatonetti NP, Ramirez AH. PMID: 35155998; PMCID: PMC8827025.
      View in: PubMed   Mentions:
    34. Geographic Variation in Obesity at the State Level in the All of Us Research Program. Prev Chronic Dis. 2021 12 23; 18:E104. Clark CR, Chandler PD, Zhou G, Noel N, Achilike C, Mendez L, O'Connor GT, Smoller JW, Weiss ST, Murphy SN, Ommerborn MJ, Karnes JH, Klimentidis YC, Jordan CD, Hiatt RA, Ramirez AH, Loperena R, Mayo K, Cohn E, Ohno-Machado L, Boerwinkle E, Cicek M, Schully SD, Mockrin S, Gebo KA, Karlson EW. PMID: 34941480; PMCID: PMC8718125.
      View in: PubMed   Mentions: 2     Fields:    
    35. Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation. Cell Syst. 2021 11 17; 12(11):1108-1120.e4. Kim M, Harmanci AO, Bossuat JP, Carpov S, Cheon JH, Chillotti I, Cho W, Froelicher D, Gama N, Georgieva M, Hong S, Hubaux JP, Kim D, Lauter K, Ma Y, Ohno-Machado L, Sofia H, Son Y, Song Y, Troncoso-Pastoriza J, Jiang X. PMID: 34464590; PMCID: PMC9898842.
      View in: PubMed   Mentions: 14     Fields:    
    36. Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track. Int J Med Inform. 2021 10; 154:104559. Kuo TT, Bath T, Ma S, Pattengale N, Yang M, Cao Y, Hudson CM, Kim J, Post K, Xiong L, Ohno-Machado L. PMID: 34474309; PMCID: PMC9933142.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    37. Racial, ethnic, and gender differences in obesity and body fat distribution: An All of Us Research Program demonstration project. PLoS One. 2021; 16(8):e0255583. Karnes JH, Arora A, Feng J, Steiner HE, Sulieman L, Boerwinkle E, Clark C, Cicek M, Cohn E, Gebo K, Loperena-Cortes R, Ohno-Machado L, Mayo K, Mockrin S, Ramirez A, Schully S, Klimentidis YC. PMID: 34358277; PMCID: PMC8345840.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    38. Privacy-protecting, reliable response data discovery using COVID-19 patient observations. J Am Med Inform Assoc. 2021 07 30; 28(8):1765-1776. Kim J, Neumann L, Paul P, Day ME, Aratow M, Bell DS, Doctor JN, Hinske LC, Jiang X, Kim KK, Matheny ME, Meeker D, Pletcher MJ, Schilling LM, SooHoo S, Xu H, Zheng K, Ohno-Machado L, R2D2 Consortium. PMID: 34051088; PMCID: PMC8194878.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    39. Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research. Sci Rep. 2021 06 22; 11(1):12849. Chandler PD, Clark CR, Zhou G, Noel NL, Achilike C, Mendez L, Ramirez AH, Loperena-Cortes R, Mayo K, Cohn E, Ohno-Machado L, Boerwinkle E, Cicek M, Qian J, Schully S, Ratsimbazafy F, Mockrin S, Gebo K, Dedier JJ, Murphy SN, Smoller JW, Karlson EW, All of Us Research Program Investigators. PMID: 34158555; PMCID: PMC8219813.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    40. Burden and Outcomes of Fragmentation of Care in Hospitalized Patients With Inflammatory Bowel Diseases: A Nationally Representative Cohort. Inflamm Bowel Dis. 2021 06 15; 27(7):1026-1034. Nguyen NH, Luo J, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 32944753; PMCID: PMC8205632.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    41. National Estimates of Financial Hardship From Medical Bills and Cost-related Medication Nonadherence in Patients With Inflammatory Bowel Diseases in the United States. Inflamm Bowel Dis. 2021 06 15; 27(7):1068-1078. Nguyen NH, Khera R, Dulai PS, Boland BS, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 33051681; PMCID: PMC8205631.
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    48. Privacy-Protecting, Reliable Response Data Discovery Using COVID-19 Patient Observations. medRxiv. 2020 Sep 23. Kim J, Neumann L, Paul P, Aratow M, Bell DS, Doctor JN, Hinske LC, Jiang X, Kim KK, Matheny ME, Meeker D, Pletcher MJ, Schilling LM, SooHoo S, Xu H, Zheng K, Ohno-Machado L. PMID: 32995818; PMCID: PMC7523159.
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    54. Comprehensive characterization of hepatocyte-derived extracellular vesicles identifies direct miRNA-based regulation of hepatic stellate cells and DAMP-based hepatic macrophage IL-1β and IL-17 upregulation in alcoholic hepatitis mice. J Mol Med (Berl). 2020 07; 98(7):1021-1034. Eguchi A, Yan R, Pan SQ, Wu R, Kim J, Chen Y, Ansong C, Smith RD, Tempaku M, Ohno-Machado L, Takei Y, Feldstein AE, Tsukamoto H. PMID: 32556367; PMCID: PMC7810220.
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    61. Engaging heart failure patients from a clinical data research network: A survey on willingness to participate in different types of research. AMIA Annu Symp Proc. 2019; 2019:305-312. Choi YK, López JE, Meeker D, Ohno-Machado L, Kim KK, pSCANNER Team. PMID: 32308823; PMCID: PMC7153117.
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    63. Promoting Quality Face-to-Face Communication during Ophthalmology Encounters in the Electronic Health Record Era. Appl Clin Inform. 2020 01; 11(1):130-141. Baxter SL, Gali HE, Chiang MF, Hribar MR, Ohno-Machado L, El-Kareh R, Huang AE, Chen HE, Camp AS, Kikkawa DO, Korn BS, Lee JE, Longhurst CA, Millen M. PMID: 32074650; PMCID: PMC7030957.
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    82. Infections and Cardiovascular Complications are Common Causes for Hospitalization in Older Patients with Inflammatory Bowel Diseases. Inflamm Bowel Dis. 2018 03 19; 24(4):916-923. Nguyen NH, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 29562273.
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    192. Privacy-preserving heterogeneous health data sharing. J Am Med Inform Assoc. 2013 May 01; 20(3):462-9. Mohammed N, Jiang X, Chen R, Fung BC, Ohno-Machado L. PMID: 23242630; PMCID: PMC3628047.
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    193. Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): an algorithm for joint optimization of discrimination and calibration. PLoS One. 2012; 7(11):e48823. Jiang X, Menon A, Wang S, Kim J, Ohno-Machado L. PMID: 23139819; PMCID: PMC3490990.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    194. Selecting cases for whom additional tests can improve prognostication. AMIA Annu Symp Proc. 2012; 2012:1260-8. Jiang X, Kim J, Wu Y, Wang S, Ohno-Machado L. PMID: 23304404; PMCID: PMC3540468.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    195. Preserving Institutional Privacy in Distributed binary Logistic Regression. AMIA Annu Symp Proc. 2012; 2012:1450-8. Wu Y, Jiang X, Ohno-Machado L. PMID: 23304425; PMCID: PMC3540539.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    196. A collaborative framework for Distributed Privacy-Preserving Support Vector Machine learning. AMIA Annu Symp Proc. 2012; 2012:1350-9. Que J, Jiang X, Ohno-Machado L. PMID: 23304414; PMCID: PMC3540462.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    197. Careers in informatics: a diversity of options with an abundance of jobs. J Am Med Inform Assoc. 2012 Nov-Dec; 19(6):919. Ohno-Machado L. PMID: 23077280; PMCID: PMC3534476.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    198. SPLOOCE: a new portal for the analysis of human splicing variants. RNA Biol. 2012 Nov; 9(11):1339-43. Kroll JE, Galante PA, Ohara DT, Navarro FC, Ohno-Machado L, de Souza SJ. PMID: 23064119; PMCID: PMC3597574.
      View in: PubMed   Mentions: 5     Fields:    Translation:HumansCells
    199. SHARE: system design and case studies for statistical health information release. J Am Med Inform Assoc. 2013 Jan 01; 20(1):109-16. Gardner J, Xiong L, Xiao Y, Gao J, Post AR, Jiang X, Ohno-Machado L. PMID: 23059729; PMCID: PMC3555328.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    200. Informatics 2.0: implications of social media, mobile health, and patient-reported outcomes for healthcare and individual privacy. J Am Med Inform Assoc. 2012 Sep-Oct; 19(5):683. Ohno-Machado L. PMID: 22879365; PMCID: PMC3422848.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    201. Reviewing social media use by clinicians. J Am Med Inform Assoc. 2012 Sep-Oct; 19(5):777-81. von Muhlen M, Ohno-Machado L. PMID: 22759618; PMCID: PMC3422846.
      View in: PubMed   Mentions: 84     Fields:    Translation:Humans
    202. Southern California: a hotbed of biomedical engineering: nine bioengineers describe their research and why Southern California has the biotech market cornered. IEEE Pulse. 2012 Jul; 3(4):14-21. Berger T, Meng E, George S, Khoo M, Marmarelis V, McCulloch A, Cauwenberghs G, Ohno-Machado L, Schultz J, Johnson JP. PMID: 23008840.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    203. Pictogram evaluation and authoring collaboration environment. NI 2012 (2012). 2012; 2012:214. Kim H, Tamayo D, Muhkin M, Kim J, Lam J, Ohno-Machado L, Aronoff-Spencer E. PMID: 24199088; PMCID: PMC3799134.
      View in: PubMed   Mentions:
    204. Big science, big data, and a big role for biomedical informatics. J Am Med Inform Assoc. 2012 Jun; 19(e1):e1. Ohno-Machado L. PMID: 22718034; PMCID: PMC3392845.
      View in: PubMed   Mentions: 5     Fields:    
    205. An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors. J Am Med Inform Assoc. 2012 Nov-Dec; 19(6):995-1002. Sarin P, Urman RD, Ohno-Machado L. PMID: 22582204; PMCID: PMC3534465.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    206. Grid Binary LOgistic REgression (GLORE): building shared models without sharing data. J Am Med Inform Assoc. 2012 Sep-Oct; 19(5):758-64. Wu Y, Jiang X, Kim J, Ohno-Machado L. PMID: 22511014; PMCID: PMC3422844.
      View in: PubMed   Mentions: 78     Fields:    Translation:Humans
    207. A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support. J Am Med Inform Assoc. 2012 Jun; 19(e1):e137-44. Jiang X, Boxwala AA, El-Kareh R, Kim J, Ohno-Machado L. PMID: 22493049; PMCID: PMC3392846.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    208. I-spline Smoothing for Calibrating Predictive Models. AMIA Jt Summits Transl Sci Proc. 2012; 2012:39-46. Wu Y, Jiang X, Kim J, Ohno-Machado L. PMID: 22779048; PMCID: PMC3392066.
      View in: PubMed   Mentions: 2  
    209. Informatics research to enable clinically relevant, personalized genomic medicine. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):149-50. Ohno-Machado L. PMID: 22319175; PMCID: PMC3277638.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    210. Predicting accurate probabilities with a ranking loss. Proc Int Conf Mach Learn. 2012; 2012:703-710. Menon AK, Jiang XJ, Vembu S, Elkan C, Ohno-Machado L. PMID: 25285328; PMCID: PMC4180410.
      View in: PubMed   Mentions: 9  
    211. Computer-based safety surveillance and patient-centered health records. J Am Med Inform Assoc. 2012 Jan-Feb; 19(1):1. Ohno-Machado L. PMID: 22155973; PMCID: PMC3240770.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    212. A primer on the current state of microarray technologies. Methods Mol Biol. 2012; 802:3-17. Trachtenberg AJ, Robert JH, Abdalla AE, Fraser A, He SY, Lacy JN, Rivas-Morello C, Truong A, Hardiman G, Ohno-Machado L, Liu F, Hovig E, Kuo WP. PMID: 22130870.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    213. Innovative approaches to support patient decision making, improve safety, and enable large-scale clinical research. J Am Med Inform Assoc. 2011 Dec; 18 Suppl 1:i1. Ohno-Machado L. PMID: 22180872; PMCID: PMC3241183.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    214. Trends in biomedical informatics: most cited topics from recent years. J Am Med Inform Assoc. 2011 Dec; 18 Suppl 1:i166-70. Kim HE, Jiang X, Kim J, Ohno-Machado L. PMID: 22180873; PMCID: PMC3241182.
      View in: PubMed   Mentions: 9     Fields:    
    215. iDASH: integrating data for analysis, anonymization, and sharing. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):196-201. Ohno-Machado L, Bafna V, Boxwala AA, Chapman BE, Chapman WW, Chaudhuri K, Day ME, Farcas C, Heintzman ND, Jiang X, Kim H, Kim J, Matheny ME, Resnic FS, Vinterbo SA, iDASH team. PMID: 22081224; PMCID: PMC3277627.
      View in: PubMed   Mentions: 72     Fields:    
    216. Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression. AMIA Annu Symp Proc. 2011; 2011:625-34. Jiang X, El-Kareh R, Ohno-Machado L. PMID: 22195118; PMCID: PMC3243279.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    217. Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs. AMIA Annu Symp Proc. 2011; 2011:723-31. Kim J, Grillo JM, Boxwala AA, Jiang X, Mandelbaum RB, Patel BA, Mikels D, Vinterbo SA, Ohno-Machado L. PMID: 22195129; PMCID: PMC3243249.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    218. Calibrating predictive model estimates to support personalized medicine. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):263-74. Jiang X, Osl M, Kim J, Ohno-Machado L. PMID: 21984587; PMCID: PMC3277613.
      View in: PubMed   Mentions: 34     Fields:    Translation:Humans
    219. Realizing the full potential of electronic health records: the role of natural language processing. J Am Med Inform Assoc. 2011 Sep-Oct; 18(5):539. Ohno-Machado L. PMID: 21846784; PMCID: PMC3168331.
      View in: PubMed   Mentions: 37     Fields:    Translation:Humans
    220. Natural language processing: an introduction. J Am Med Inform Assoc. 2011 Sep-Oct; 18(5):544-51. Nadkarni PM, Ohno-Machado L, Chapman WW. PMID: 21846786; PMCID: PMC3168328.
      View in: PubMed   Mentions: 271     Fields:    Translation:Humans
    221. Biomedical informatics: how we got here and where we are headed. J Am Med Inform Assoc. 2011 Jul-Aug; 18(4):351. Ohno-Machado L. PMID: 21672903; PMCID: PMC3128422.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    222. Using statistical and machine learning to help institutions detect suspicious access to electronic health records. J Am Med Inform Assoc. 2011 Jul-Aug; 18(4):498-505. Boxwala AA, Kim J, Grillo JM, Ohno-Machado L. PMID: 21672912; PMCID: PMC3128412.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    223. Translational bioinformatics: linking knowledge across biological and clinical realms. J Am Med Inform Assoc. 2011 Jul-Aug; 18(4):354-7. Sarkar IN, Butte AJ, Lussier YA, Tarczy-Hornoch P, Ohno-Machado L. PMID: 21561873; PMCID: PMC3128415.
      View in: PubMed   Mentions: 32     Fields:    Translation:Humans
    224. Informatics is about algorithms, systems, people, and social networks. J Am Med Inform Assoc. 2011 May 01; 18(3):209. Ohno-Machado L. PMID: 21486878; PMCID: PMC3078672.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    225. A hybrid open-access model to bridge the publishing divide and reach out to a broader community. J Am Med Inform Assoc. 2011 May 01; 18(3):210-1. Ohno-Machado L. PMID: 21486879; PMCID: PMC3078671.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    226. Distinct patterns of somatic alterations in a lymphoblastoid and a tumor genome derived from the same individual. Nucleic Acids Res. 2011 Aug; 39(14):6056-68. Galante PA, Parmigiani RB, Zhao Q, Caballero OL, de Souza JE, Navarro FC, Gerber AL, Nicolás MF, Salim AC, Silva AP, Edsall L, Devalle S, Almeida LG, Ye Z, Kuan S, Pinheiro DG, Tojal I, Pedigoni RG, de Sousa RG, Oliveira TY, de Paula MG, Ohno-Machado L, Kirkness EF, Levy S, da Silva WA, Vasconcelos AT, Ren B, Zago MA, Strausberg RL, Simpson AJ, de Souza SJ, Camargo AA. PMID: 21493686; PMCID: PMC3152357.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansCells
    227. AnyExpress: integrated toolkit for analysis of cross-platform gene expression data using a fast interval matching algorithm. BMC Bioinformatics. 2011 Mar 17; 12:75. Kim J, Patel K, Jung H, Kuo WP, Ohno-Machado L. PMID: 21410990; PMCID: PMC3076267.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    228. Twist1-induced invadopodia formation promotes tumor metastasis. Cancer Cell. 2011 Mar 08; 19(3):372-86. Eckert MA, Lwin TM, Chang AT, Kim J, Danis E, Ohno-Machado L, Yang J. PMID: 21397860; PMCID: PMC3072410.
      View in: PubMed   Mentions: 270     Fields:    Translation:HumansAnimalsCells
    229. Smooth isotonic regression: a new method to calibrate predictive models. AMIA Jt Summits Transl Sci Proc. 2011; 2011:16-20. Jiang X, Osl M, Kim J, Ohno-Machado L. PMID: 22211175; PMCID: PMC3248752.
      View in: PubMed   Mentions: 10  
    230. Evaluation of informatics systems: beyond RCTs and beyond the hospital. J Am Med Inform Assoc. 2011 Mar-Apr; 18(2):110-1. Lehmannm H, Ohno-Machado L. PMID: 21385823; PMCID: PMC3116252.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    231. Snail2 is an essential mediator of Twist1-induced epithelial mesenchymal transition and metastasis. Cancer Res. 2011 Jan 01; 71(1):245-54. Casas E, Kim J, Bendesky A, Ohno-Machado L, Wolfe CJ, Yang J. PMID: 21199805; PMCID: PMC3025803.
      View in: PubMed   Mentions: 206     Fields:    Translation:HumansAnimalsCells
    232. A new JAMIA. J Am Med Inform Assoc. 2011 Jan-Feb; 18(1):2. Ohno-Machado L. PMID: 21169617; PMCID: PMC3005883.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    233. What's new in informatics. J Am Med Inform Assoc. 2011 Jan-Feb; 18(1):1. Ohno-Machado L. PMID: 21169616; PMCID: PMC3005884.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    234. Confluence of disciplines in health informatics: an international perspective. Methods Inf Med. 2011; 50(6):545-55. Geissbuhler A, Kimura M, Kulikowski CA, Murray PJ, Ohno-Machado L, Park HA, Haux R. PMID: 22146917.
      View in: PubMed   Mentions: 4     Fields:    
    235. Automating pressure ulcer risk assessment using documented patient data. Int J Med Inform. 2010 Dec; 79(12):840-8. Kim H, Choi J, Thompson S, Meeker L, Dykes P, Goldsmith D, Ohno-Machado L. PMID: 20869303.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    236. Building an ontology for pressure ulcer risk assessment to allow data sharing and comparisons across hospitals. AMIA Annu Symp Proc. 2010 Nov 13; 2010:382-6. Kim H, Choi J, Secalag L, Dibsie L, Boxwala A, Ohno-Machado L. PMID: 21347005; PMCID: PMC3041354.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    237. Effect of data combination on predictive modeling: a study using gene expression data. AMIA Annu Symp Proc. 2010 Nov 13; 2010:567-71. Osl M, Dreiseitl S, Kim J, Patel K, Baumgartner C, Ohno-Machado L. PMID: 21347042; PMCID: PMC3041313.
      View in: PubMed   Mentions: 7     Fields:    
    238. Feasibility evaluation of Smart Stretcher to improve patient safety during transfers. Methods Inf Med. 2011; 50(3):253-64. Ohashi K, Kurihara Y, Watanabe K, Ohno-Machado L, Tanaka H. PMID: 21057715.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    239. Positive predictive value of CT urography in the evaluation of upper tract urothelial cancer. AJR Am J Roentgenol. 2010 Nov; 195(5):W337-43. Sadow CA, Wheeler SC, Kim J, Ohno-Machado L, Silverman SG. PMID: 20966298.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    240. Assessing the quality of annotations in asthma gene expression experiments. BMC Bioinformatics. 2010 Oct 28; 11 Suppl 9:S8. Lacson R, Mbagwu M, Yousif H, Ohno-Machado L. PMID: 21044366; PMCID: PMC2967749.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    241. A potential role for intragenic miRNAs on their hosts' interactome. BMC Genomics. 2010 Oct 01; 11:533. Hinske LC, Galante PA, Kuo WP, Ohno-Machado L. PMID: 20920310; PMCID: PMC3091682.
      View in: PubMed   Mentions: 81     Fields:    Translation:HumansAnimalsCells
    242. TGF-beta1 interactome: metastasis and beyond. Cancer Genomics Proteomics. 2010 Jul-Aug; 7(4):217-29. Perera M, Tsang CS, Distel RJ, Lacy JN, Ohno-Machado L, Ricchiuti V, Samaranayake LP, Smejkal GB, Smith MG, Trachtenberg AJ, Kuo WP. PMID: 20656987.
      View in: PubMed   Mentions: 15     Fields:    Translation:HumansAnimalsCells
    243. Smart medical environment at the point of care: auto-tracking clinical interventions at the bed side using RFID technology. Comput Biol Med. 2010 Jun; 40(6):545-54. Ohashi K, Ota S, Ohno-Machado L, Tanaka H. PMID: 20471637.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    244. DSGeo: software tools for cross-platform analysis of gene expression data in GEO. J Biomed Inform. 2010 Oct; 43(5):709-15. Lacson R, Pitzer E, Kim J, Galante P, Hinske C, Ohno-Machado L. PMID: 20435161; PMCID: PMC2934864.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansAnimals
    245. PositionMatcher: A Fast Custom-Annotation Tool for Short DNA Sequences. Summit Transl Bioinform. 2010 Mar 01; 2010:25-9. Pitzer E, Kim J, Patel K, Galante PA, Ohno-Machado L. PMID: 21347141; PMCID: PMC3041550.
      View in: PubMed   Mentions: 1  
    246. Towards large-scale sample annotation in gene expression repositories. BMC Bioinformatics. 2009 Sep 17; 10 Suppl 9:S9. Pitzer E, Lacson R, Hinske C, Kim J, Galante PA, Ohno-Machado L. PMID: 19761579; PMCID: PMC2745696.
      View in: PubMed   Mentions: 4     Fields:    
    247. Evaluation of a large-scale biomedical data annotation initiative. BMC Bioinformatics. 2009 Sep 17; 10 Suppl 9:S10. Lacson R, Pitzer E, Hinske C, Galante P, Ohno-Machado L. PMID: 19761564; PMCID: PMC2745681.
      View in: PubMed   Mentions: 7     Fields:    
    248. Lucila Ohno-Machado. Interview by Virginia Gewin. Nature. 2009 Jul 30; 460(7255):655. Ohno-Machado L. PMID: 19650208.
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    249. Is there an advantage in scoring early embryos on more than one day? Hum Reprod. 2009 Sep; 24(9):2104-13. Racowsky C, Ohno-Machado L, Kim J, Biggers JD. PMID: 19493872; PMCID: PMC2727402.
      View in: PubMed   Mentions: 29     Fields:    Translation:Humans
    250. Presentation of the 2008 Morris F. Collen Award to Robert A. Greenes. J Am Med Inform Assoc. 2009 May-Jun; 16(3):413-8. Ohno-Machado L, Ellison D, Shortliffe EH. PMID: 19606540; PMCID: PMC2732226.
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    251. Validation of an automated safety surveillance system with prospective, randomized trial data. Med Decis Making. 2009 Mar-Apr; 29(2):247-56. Matheny ME, Morrow DA, Ohno-Machado L, Cannon CP, Sabatine MS, Resnic FS. PMID: 19015285; PMCID: PMC2743924.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansPHPublic Health
    252. Improving calibration of logistic regression models by local estimates. AMIA Annu Symp Proc. 2008 Nov 06; 535-9. Osl M, Ohno-Machado L, Baumgartner C, Tilg B, Dreiseitl S. PMID: 18998878; PMCID: PMC2656048.
      View in: PubMed   Mentions: 3     Fields:    
    253. Comparison of RFID systems for tracking clinical interventions at the bedside. AMIA Annu Symp Proc. 2008 Nov 06; 525-9. Ohashi K, Ota S, Ohno-Machado L, Tanaka H. PMID: 18998888; PMCID: PMC2656010.
      View in: PubMed   Mentions: 6     Fields:    
    254. Peripheral arterial occlusive disease: global gene expression analyses suggest a major role for immune and inflammatory responses. BMC Genomics. 2008 Aug 01; 9:369. Fu S, Zhao H, Shi J, Abzhanov A, Crawford K, Ohno-Machado L, Zhou J, Du Y, Kuo WP, Zhang J, Jiang M, Jin JG. PMID: 18673543; PMCID: PMC2529314.
      View in: PubMed   Mentions: 17     Fields:    Translation:HumansCells
    255. Validation of oligoarrays for quantitative exploration of the transcriptome. BMC Genomics. 2008 May 30; 9:258. Nygaard V, Liu F, Holden M, Kuo WP, Trimarchi J, Ohno-Machado L, Cepko CL, Frigessi A, Glad IK, Wiel MA, Hovig E, Lyng H. PMID: 18513391; PMCID: PMC2430212.
      View in: PubMed   Mentions: 2     Fields:    Translation:Animals
    256. Angiogenic heterogeneity in head and neck squamous cell carcinoma: biological and therapeutic implications. Lab Invest. 2008 Apr; 88(4):342-53. Hasina R, Whipple ME, Martin LE, Kuo WP, Ohno-Machado L, Lingen MW. PMID: 18283272; PMCID: PMC2614382.
      View in: PubMed   Mentions: 23     Fields:    Translation:HumansCells
    257. SMART--an integrated wireless system for monitoring unattended patients. J Am Med Inform Assoc. 2008 Jan-Feb; 15(1):44-53. Curtis DW, Pino EJ, Bailey JM, Shih EI, Waterman J, Vinterbo SA, Stair TO, Guttag JV, Greenes RA, Ohno-Machado L. PMID: 17947629; PMCID: PMC2274866.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    258. Risk-adjusted sequential probability ratio test control chart methods for monitoring operator and institutional mortality rates in interventional cardiology. Am Heart J. 2008 Jan; 155(1):114-20. Matheny ME, Ohno-Machado L, Resnic FS. PMID: 18082501.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    259. Rare adverse event monitoring of medical devices with the use of an automated surveillance tool. AMIA Annu Symp Proc. 2007 Oct 11; 518-22. Matheny ME, Arora N, Ohno-Machado L, Resnic FS. PMID: 18693890; PMCID: PMC2655807.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    260. Validating an automated outcomes surveillance application using data from a terminated randomized, controlled trial (OPUS [TIMI-16]). AMIA Annu Symp Proc. 2007 Oct 11; 1043. Matheny ME, Morrow DA, Ohno-Machado L, Cannon CP, Resnic FS. PMID: 18694141.
      View in: PubMed   Mentions:    Fields:    Translation:HumansPHPublic Health
    261. Is redundancy in vital signs monitoring useful? AMIA Annu Symp Proc. 2007 Oct 11; 923. Curtis D, Bailey J, Pino E, Shih E, Greenes R, Guttag J, Stair T, Ohno-Machado L. PMID: 18694023.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    262. Current status of the Japanese cancer registry system: results of a nationwide survey. AMIA Annu Symp Proc. 2007 Oct 11; 1104. Sawa T, Yuji K, Kami M, Ohno-Machado L, Nakata Y. PMID: 18694201.
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    263. Modeling cancer: integration of "omics" information in dynamic systems. J Bioinform Comput Biol. 2007 Aug; 5(4):977-86. Stransky B, Barrera J, Ohno-Machado L, De Souza SJ. PMID: 17787066.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    264. Comparison of hybridization-based and sequencing-based gene expression technologies on biological replicates. BMC Genomics. 2007 Jun 07; 8:153. Liu F, Jenssen TK, Trimarchi J, Punzo C, Cepko CL, Ohno-Machado L, Hovig E, Kuo WP. PMID: 17555589; PMCID: PMC1899500.
      View in: PubMed   Mentions: 37     Fields:    Translation:AnimalsCells
    265. Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. J Biomed Inform. 2007 Dec; 40(6):688-97. Matheny ME, Resnic FS, Arora N, Ohno-Machado L. PMID: 17600771; PMCID: PMC2170520.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    266. Automatic correspondence of tags and genes (ACTG): a tool for the analysis of SAGE, MPSS and SBS data. Bioinformatics. 2007 Apr 01; 23(7):903-5. Galante PA, Trimarchi J, Cepko CL, de Souza SJ, Ohno-Machado L, Kuo WP. PMID: 17277333.
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    267. A sequence-oriented comparison of gene expression measurements across different hybridization-based technologies. Nat Biotechnol. 2006 Jul; 24(7):832-40. Kuo WP, Liu F, Trimarchi J, Punzo C, Lombardi M, Sarang J, Whipple ME, Maysuria M, Serikawa K, Lee SY, McCrann D, Kang J, Shearstone JR, Burke J, Park DJ, Wang X, Rector TL, Ricciardi-Castagnoli P, Perrin S, Choi S, Bumgarner R, Kim JH, Short GF, Freeman MW, Seed B, Jensen R, Church GM, Hovig E, Cepko CL, Park P, Ohno-Machado L, Jenssen TK. PMID: 16823376.
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    268. Supratentorial low-grade glioma resectability: statistical predictive analysis based on anatomic MR features and tumor characteristics. Radiology. 2006 May; 239(2):506-13. Talos IF, Zou KH, Ohno-Machado L, Bhagwat JG, Kikinis R, Black PM, Jolesz FA. PMID: 16641355; PMCID: PMC1475754.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    269. Approximation properties of haplotype tagging. BMC Bioinformatics. 2006 Jan 09; 7:8. Vinterbo SA, Dreiseitl S, Ohno-Machado L. PMID: 16401341; PMCID: PMC1395335.
      View in: PubMed   Mentions:    Fields:    Translation:HumansAnimals
    270. Prognosis in critical care. Annu Rev Biomed Eng. 2006; 8:567-99. Ohno-Machado L, Resnic FS, Matheny ME. PMID: 16834567.
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    271. A certificate program in health informatics: Brazil/USA experience. Stud Health Technol Inform. 2006; 122:800. Marin HF, Massad E, Marques EP, Ohno-Machado L. PMID: 17102389.
      View in: PubMed   Mentions: 3     Fields:    
    272. Monitoring device safety in interventional cardiology. J Am Med Inform Assoc. 2006 Mar-Apr; 13(2):180-7. Matheny ME, Ohno-Machado L, Resnic FS. PMID: 16357356; PMCID: PMC1447549.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    273. Representation in stochastic search for phylogenetic tree reconstruction. J Biomed Inform. 2006 Feb; 39(1):43-50. Weber G, Ohno-Machado L, Shieber S. PMID: 16359929.
      View in: PubMed   Mentions:    Fields:    Translation:HumansAnimalsCells
    274. The use of receiver operating characteristic curves in biomedical informatics. J Biomed Inform. 2005 Oct; 38(5):404-15. Lasko TA, Bhagwat JG, Zou KH, Ohno-Machado L. PMID: 16198999.
      View in: PubMed   Mentions: 220     Fields:    Translation:Humans
    275. Development of radiology prediction models using feature analysis. Acad Radiol. 2005 Apr; 12(4):415-21. Carrino JA, Ohno-Machado L. PMID: 15831414.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    276. Discrimination and calibration of mortality risk prediction models in interventional cardiology. J Biomed Inform. 2005 Oct; 38(5):367-75. Matheny ME, Ohno-Machado L, Resnic FS. PMID: 16198996.
      View in: PubMed   Mentions: 28     Fields:    Translation:Humans
    277. A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method. J Biomed Inform. 2005 Oct; 38(5):395-403. Zou KH, Resnic FS, Talos IF, Goldberg-Zimring D, Bhagwat JG, Haker SJ, Kikinis R, Jolesz FA, Ohno-Machado L. PMID: 16198998.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCTClinical Trials
    278. Small, fuzzy and interpretable gene expression based classifiers. Bioinformatics. 2005 May 01; 21(9):1964-70. Vinterbo SA, Kim EY, Ohno-Machado L. PMID: 15661797.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    279. Exploration of a Bayesian updating tool to provide real-time safety monitoring for new medical devices. AMIA Annu Symp Proc. 2005; 1045. Matheny ME, Ohno-Machado L, Resnic FS. PMID: 16779332; PMCID: PMC1560574.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    280. Combining classifiers using their receiver operating characteristics and maximum likelihood estimation. Med Image Comput Comput Assist Interv. 2005; 8(Pt 1):506-14. Haker S, Wells WM, Warfield SK, Talos IF, Bhagwat JG, Goldberg-Zimring D, Mian A, Ohno-Machado L, Zou KH. PMID: 16685884; PMCID: PMC3681096.
      View in: PubMed   Mentions: 7     Fields:    
    281. Real-time ECG algorithms for ambulatory patient monitoring. AMIA Annu Symp Proc. 2005; 604-8. Pino E, Ohno-Machado L, Wiechmann E, Curtis D. PMID: 16779111; PMCID: PMC1560458.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    282. Training health informatics professionals in Brazil: rationale for the development of a new certificate program. AMIA Annu Symp Proc. 2005; 1042. Marin HF, Massad E, Marques EP, Azevedo RS, Ohno-Machado L. PMID: 16779329; PMCID: PMC1560621.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    283. WLAN PDA to improve efficiency in patient care documentation. AMIA Annu Symp Proc. 2005; 1107. Sawa T, Funahara T, Nagatani H, Okahara M, Sase K, Nakata Y, Ohno-Machado L. PMID: 16779394; PMCID: PMC1560477.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    284. Research on machine learning issues in biomedical informatics modeling. J Biomed Inform. 2004 Aug; 37(4):221-3. Ohno-Machado L. PMID: 15465475.
      View in: PubMed   Mentions: 6     Fields:    
    285. A greedy algorithm for supervised discretization. J Biomed Inform. 2004 Aug; 37(4):285-92. Butterworth R, Simovici DA, Santos GS, Ohno-Machado L. PMID: 15465481.
      View in: PubMed   Mentions: 3     Fields:    
    286. Protecting patient privacy by quantifiable control of disclosures in disseminated databases. Int J Med Inform. 2004 Aug; 73(7-8):599-606. Ohno-Machado L, Silveira PS, Vinterbo S. PMID: 15246040.
      View in: PubMed   Mentions: 14     Fields:    Translation:HumansPHPublic Health
    287. A primer on gene expression and microarrays for machine learning researchers. J Biomed Inform. 2004 Aug; 37(4):293-303. Kuo WP, Kim EY, Trimarchi J, Jenssen TK, Vinterbo SA, Ohno-Machado L. PMID: 15465482.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    288. Exploration of a bayesian updating methodology to monitor the safety of interventional cardiovascular procedures. Med Decis Making. 2004 Jul-Aug; 24(4):399-407. Resnic FS, Zou KH, Do DV, Apostolakis G, Ohno-Machado L. PMID: 15271278.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    289. The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer. IEEE Trans Biomed Eng. 2004 Jul; 51(7):1095-102. Jaroszewicz S, Simovici DA, Kuo WP, Ohno-Machado L. PMID: 15248526.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    290. Genomic analysis of mouse retinal development. PLoS Biol. 2004 Sep; 2(9):E247. Blackshaw S, Harpavat S, Trimarchi J, Cai L, Huang H, Kuo WP, Weber G, Lee K, Fraioli RE, Cho SH, Yung R, Asch E, Ohno-Machado L, Wong WH, Cepko CL. PMID: 15226823; PMCID: PMC439783.
      View in: PubMed   Mentions: 317     Fields:    Translation:AnimalsCells
    291. Multivariate selection of genetic markers in diagnostic classification. Artif Intell Med. 2004 Jun; 31(2):155-67. Weber G, Vinterbo S, Ohno-Machado L. PMID: 15219292.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    292. Deciphering gene expression profiles generated from DNA microarrays and their applications in oral medicine. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2004 May; 97(5):584-91. Kuo WP, Whipple ME, Epstein JB, Jenssen TK, Santos GS, Ohno-Machado L, Sonis ST. PMID: 15153870.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    293. Diagnostic accuracy of chest X-rays acquired using a digital camera for low-cost teleradiology. Int J Med Inform. 2004 Feb; 73(1):65-73. Szot A, Jacobson FL, Munn S, Jazayeri D, Nardell E, Harrison D, Drosten R, Ohno-Machado L, Smeaton LM, Fraser HS. PMID: 15036080.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    294. Prediction of mortality in an Indian intensive care unit. Comparison between APACHE II and artificial neural networks. Intensive Care Med. 2004 Feb; 30(2):248-253. Nimgaonkar A, Karnad DR, Sudarshan S, Ohno-Machado L, Kohane I. PMID: 14727015.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    295. Training in Health Informatics in Brazil. Yearb Med Inform. 2004; (1):185-191. Marques EP, Marin HF, Massad E, Ohno-Machado L. PMID: 27706319.
      View in: PubMed   Mentions:    Fields:    
    296. International training in health informatics: a Brazilian experience. Stud Health Technol Inform. 2004; 107(Pt 2):898-902. Marin HF, Massad E, Marques EP, Ohno-Machado L. PMID: 15360942.
      View in: PubMed   Mentions: 3     Fields:    
    297. A nationwide adaptive prediction tool for coronary heart disease prevention. Br J Gen Pract. 2003 Nov; 53(496):866-70. Holt TA, Ohno-Machado L. PMID: 14702907; PMCID: PMC1314730.
      View in: PubMed   Mentions: 4     Fields:    Translation:HumansPHPublic Health
    298. An Epicurean learning approach to gene-expression data classification. Artif Intell Med. 2003 May; 28(1):75-87. Albrecht A, Vinterbo SA, Ohno-Machado L. PMID: 12850314.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    299. Microarrays and clinical dentistry. J Am Dent Assoc. 2003 Apr; 134(4):456-62. Kuo WP, Whipple ME, Jenssen TK, Todd R, Epstein JB, Ohno-Machado L, Sonis ST, Park PJ. PMID: 12733779.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    300. Classification and identification of genes associated with oral cancer based on gene expression profiles. A preliminary study. N Y State Dent J. 2003 Feb; 69(2):23-6. Kuo WP, Hasina R, Ohno-Machado L, Lingen MW. PMID: 12703240.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    301. A neural network-based similarity index for clustering DNA microarray data. Comput Biol Med. 2003 Jan; 33(1):1-15. Sawa T, Ohno-Machado L. PMID: 12485626.
      View in: PubMed   Mentions: 3     Fields:    Translation:Animals
    302. Classification of movement states in Parkinson's disease using a wearable ambulatory monitor. AMIA Annu Symp Proc. 2003; 896. Klapper DA, Weaver J, Fernandez H, Ohno-Machado L. PMID: 14728401; PMCID: PMC1480298.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    303. Preoperative information management system using wireless PDAs. AMIA Annu Symp Proc. 2003; 995. Sawa T, Okahara M, Santo M, Schmidt U, Nakata Y, Morita S, Ohno-Machado L. PMID: 14728498; PMCID: PMC1480168.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCTClinical Trials
    304. No-reflow is an independent predictor of death and myocardial infarction after percutaneous coronary intervention. Am Heart J. 2003 Jan; 145(1):42-6. Resnic FS, Wainstein M, Lee MK, Behrendt D, Wainstein RV, Ohno-Machado L, Kirshenbaum JM, Rogers CD, Popma JJ, Piana R. PMID: 12514653.
      View in: PubMed   Mentions: 70     Fields:    Translation:Humans
    305. Logistic regression and artificial neural network classification models: a methodology review. J Biomed Inform. 2002 Oct-Dec; 35(5-6):352-9. Dreiseitl S, Ohno-Machado L. PMID: 12968784.
      View in: PubMed   Mentions: 335     Fields:    
    306. Analysis of matched mRNA measurements from two different microarray technologies. Bioinformatics. 2002 Mar; 18(3):405-12. Kuo WP, Jenssen TK, Butte AJ, Ohno-Machado L, Kohane IS. PMID: 11934739.
      View in: PubMed   Mentions: 156     Fields:    Translation:HumansCells
    307. Gene expression levels in different stages of progression in oral squamous cell carcinoma. Proc AMIA Symp. 2002; 415-9. Kuo WP, Jenssen TK, Park PJ, Lingen MW, Hasina R, Ohno-Machado L. PMID: 12474876; PMCID: PMC2244435.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    308. Training in health informatics in Brazil. Stud Health Technol Inform. 2002; 90:757-60. Marques EP, Marin HF, Massad E, Fraser H, Ohno-Machado L. PMID: 15460793.
      View in: PubMed   Mentions: 2     Fields:    
    309. Simplified risk score models accurately predict the risk of major in-hospital complications following percutaneous coronary intervention. Am J Cardiol. 2001 Jul 01; 88(1):5-9. Resnic FS, Ohno-Machado L, Selwyn A, Simon DI, Popma JJ. PMID: 11423050.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    310. Effects of case removal in prognostic models. Methods Inf Med. 2001 Mar; 40(1):32-8. Ohno-Machado L, Vinterbo S. PMID: 11310157.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    311. A comparison of machine learning methods for the diagnosis of pigmented skin lesions. J Biomed Inform. 2001 Feb; 34(1):28-36. Dreiseitl S, Ohno-Machado L, Kittler H, Vinterbo S, Billhardt H, Binder M. PMID: 11376540.
      View in: PubMed   Mentions: 32     Fields:    Translation:Humans
    312. Training in medical informatics: combining onsite and online instruction. Stud Health Technol Inform. 2001; 84(Pt 2):1066-70. Ohno-Machado L, Marin HF, Marques EP, Masssad E, Greenes RA. PMID: 11604895.
      View in: PubMed   Mentions: 1     Fields:    
    313. Unsupervised learning from complex data: the matrix incision tree algorithm. Pac Symp Biocomput. 2001; 30-41. Kim JH, Ohno-Machado L, Kohane IS. PMID: 11262950.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    314. Using patient-reportable clinical history factors to predict myocardial infarction. Comput Biol Med. 2001 Jan; 31(1):1-13. Wang SJ, Ohno-Machado L, Fraser HS, Kennedy RL. PMID: 11058690.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    315. Comparing three-class diagnostic tests by three-way ROC analysis. Med Decis Making. 2000 Jul-Sep; 20(3):323-31. Dreiseitl S, Ohno-Machado L, Binder M. PMID: 10929855.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    316. A genetic algorithm approach to multi-disorder diagnosis. Artif Intell Med. 2000 Feb; 18(2):117-32. Vinterbo S, Ohno-Machado L. PMID: 10648846.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    317. Risk stratification in heart failure using artificial neural networks. Proc AMIA Symp. 2000; 32-6. Atienza F, Martinez-Alzamora N, De Velasco JA, Dreiseitl S, Ohno-Machado L. PMID: 11079839; PMCID: PMC2243942.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    318. Building knowledge in a complex preterm birth problem domain. Proc AMIA Symp. 2000; 305-9. Goodwin L, Maher S, Ohno-Machado L, Iannacchione MA, Crockett P, Dreiseitl S, Vinterbo S, Hammond W. PMID: 11079894; PMCID: PMC2243761.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    319. Major complications after angioplasty in patients with chronic renal failure: a comparison of predictive models. Proc AMIA Symp. 2000; 457-61. Lacson RC, Ohno-Machado L. PMID: 11079925; PMCID: PMC2243840.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    320. GLIF3: the evolution of a guideline representation format. Proc AMIA Symp. 2000; 645-9. Peleg M, Boxwala AA, Ogunyemi O, Zeng Q, Tu S, Lacson R, Bernstam E, Ash N, Mork P, Ohno-Machado L, Shortliffe EH, Greenes RA. PMID: 11079963; PMCID: PMC2243832.
      View in: PubMed   Mentions: 31     Fields:    
    321. Using electronic data to predict the probability of true bacteremia from positive blood cultures. Proc AMIA Symp. 2000; 893-7. Wang SJ, Kuperman GJ, Ohno-Machado L, Onderdonk A, Sandige H, Bates DW. PMID: 11080013; PMCID: PMC2243892.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    322. Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil. Proc AMIA Symp. 2000; 625-9. Ohno-Machado L, Lacson R, Massad E. PMID: 11079959; PMCID: PMC2244038.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    323. Development and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting. Proc AMIA Symp. 2000; 690-3. Resnic FS, Popma JJ, Ohno-Machado L. PMID: 11079972; PMCID: PMC2243827.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    324. Neural network applications in physical medicine and rehabilitation. Am J Phys Med Rehabil. 1999 Jul-Aug; 78(4):392-8. Ohno-Machado L, Rowland T. PMID: 10418849.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    325. The decision systems group: creating a framework for decision making. MD Comput. 1999 Jul-Aug; 16(4):23-7. Greenes RA, Boxwala A, Ohno-Machado L. PMID: 10507232.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    326. Using Boolean reasoning to anonymize databases. Artif Intell Med. 1999 Mar; 15(3):235-54. Ohrn A, Ohno-Machado L. PMID: 10206109.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    327. Evaluating variable selection methods for diagnosis of myocardial infarction. Proc AMIA Symp. 1999; 246-50. Dreiseitl S, Ohno-Machado L, Vinterbo S. PMID: 10566358; PMCID: PMC2232647.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    328. A framework and tools for authoring, editing, documenting, sharing, searching, navigating, and executing computer-based clinical guidelines. Proc AMIA Symp. 1999; 261-5. Greenes RA, Boxwala A, Sloan WN, Ohno-Machado L, Deibel SR. PMID: 10566361; PMCID: PMC2232593.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    329. Decision support for clinical trial eligibility determination in breast cancer. Proc AMIA Symp. 1999; 340-4. Ohno-Machado L, Wang SJ, Mar P, Boxwala AA. PMID: 10566377; PMCID: PMC2232554.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    330. A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction. Proc AMIA Symp. 1999; 984-8. Vinterbo S, Ohno-Machado L. PMID: 10566508; PMCID: PMC2232877.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    331. The guideline interchange format: a model for representing guidelines. J Am Med Inform Assoc. 1998 Jul-Aug; 5(4):357-72. Ohno-Machado L, Gennari JH, Murphy SN, Jain NL, Tu SW, Oliver DE, Pattison-Gordon E, Greenes RA, Shortliffe EH, Barnett GO. PMID: 9670133; PMCID: PMC61313.
      View in: PubMed   Mentions: 57     Fields:    
    332. Improving machine learning performance by removing redundant cases in medical data sets. Proc AMIA Symp. 1998; 523-7. Ohno-Machado L, Fraser HS, Ohrn A. PMID: 9929274; PMCID: PMC2232167.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    333. Comparison of multiple prediction models for ambulation following spinal cord injury. Proc AMIA Symp. 1998; 528-32. Rowland T, Ohno-Machado L, Ohrn A. PMID: 9929275; PMCID: PMC2232380.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    334. Building manageable rough set classifiers. Proc AMIA Symp. 1998; 543-7. Ohrn A, Ohno-Machado L, Rowland T. PMID: 9929278; PMCID: PMC2232320.
      View in: PubMed   Mentions: 1     Fields:    
    335. Diagnosing breast cancer from FNAs: variable relevance in neural network and logistic regression models. Stud Health Technol Inform. 1998; 52 Pt 1:537-40. Ohno-Machado L, Bialek D. PMID: 10384515.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    336. Sequential versus standard neural networks for pattern recognition: an example using the domain of coronary heart disease. Comput Biol Med. 1997 Jul; 27(4):267-81. Ohno-Machado L, Musen MA. PMID: 9303265.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    337. A virtual repository approach to clinical and utilization studies: application in mammography as alternative to a national database. Proc AMIA Annu Fall Symp. 1997; 369-73. Ohno-Machado L, Boxwala AA, Ehresman J, Smith DN, Greenes RA. PMID: 9357650; PMCID: PMC2233552.
      View in: PubMed   Mentions:    Fields:    
    338. A comparison of Cox proportional hazards and artificial neural network models for medical prognosis. Comput Biol Med. 1997 Jan; 27(1):55-65. Ohno-Machado L. PMID: 9055046.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    339. Sequential use of neural networks for survival prediction in AIDS. Proc AMIA Annu Fall Symp. 1996; 170-4. Ohno-Machado L. PMID: 8947650; PMCID: PMC2233186.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    340. A comparison of two computer-based prognostic systems for AIDS. Proc Annu Symp Comput Appl Med Care. 1995; 737-41. Ohno-Machado L, Musen MA. PMID: 8563387; PMCID: PMC2579191.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    341. Hierarchical neural networks for survival analysis. Medinfo. 1995; 8 Pt 1:828-32. Ohno-Machado L, Walker MG, Musen MA. PMID: 8591339.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    342. Identification of low frequency patterns in backpropagation neural networks. Proc Annu Symp Comput Appl Med Care. 1994; 853-9. Ohno-Machado L. PMID: 7950045; PMCID: PMC2247950.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    343. Prognostic classification for AIDS patients in Brazil. J Med Syst. 1993 Aug; 17(3-4):163-72. Ohno-Machado L. PMID: 8254260.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    344. AIDS2: a decision-support tool for decreasing physicians' uncertainty regarding patient eligibility for HIV treatment protocols. Proc Annu Symp Comput Appl Med Care. 1993; 429-33. Ohno-Machado L, Parra E, Henry SB, Tu SW, Musen MA. PMID: 8130510; PMCID: PMC2248545.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
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