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Lucila Ohno-Machado

Title(s)Professor, Medicine
SchoolHealth Sciences
Phone858-822-4931
ORCID ORCID Icon0000-0002-8005-7327 Additional info
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    Other Positions
    Title(s)Director of BioMedical Informatics for the Clinical and Translational Research Institute


    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
    Professor of Medicine
    Associate Dean for Informatics and Technology, UCSD School of Medicine
    Chair, UCSD Health Department of Biomedical Informatics
    Director, San Diego Biomedical Informatics Education and Research

    Collapse Research 
    Collapse Research Activities and Funding
    Protecting Privacy and Facilitating Shared Access of Clinical and Genetic Data of Special Populations
    NIH/NHLBI R01HL136835Aug 15, 2020 - Nov 30, 2021
    Role: Principal Investigator
    Advanced data analytics training for behavioral and social sciences research
    NIH/NIMH T32MH122376Jul 1, 2020 - Jun 30, 2025
    Role: Principal Investigator
    iAGREE: A Multi-Center, Networked Patient Consent Study
    NIH/NHGRI 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
    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/NIGMS R01GM118609Jan 1, 2017 - Dec 31, 2020
    Role: Principal Investigator
    California Precision Medicine Consortium
    NIH OT2OD024611Sep 27, 2016 - Aug 31, 2017
    Role: Principal Investigator
    iDASH Genome Privacy and Security Workshop (secure genome analysis competition)
    NIH/NHGRI R13HG009072Sep 12, 2016 - Jun 30, 2018
    Role: Principal Investigator
    Design and Evaluation of User Centered Electronic Health Records
    VA I01HX000982Oct 1, 2015 - Sep 30, 2019
    Role: Principal Investigator
    iCONCUR: informed CONsent for Clinical data and biosample Use for Research
    NIH/NHGRI R01HG008802Sep 21, 2015 - Jun 30, 2018
    Role: Principal Investigator
    BioCADDIE: Biomedical and healthCAre Data Discovery and Indexing Engine center
    NIH/NIAID U24AI117966Sep 29, 2014 - Aug 31, 2017
    Role: Principal Investigator
    San Diego Biomedical Informatics Education & Research (SABER)
    NIH/NLM 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/NHLBI UH2HL108785Jul 19, 2011 - May 31, 2013
    Role: Principal Investigator
    SCANNER: Scalable National Network for Effectiveness Research
    AHRQ R01HS019913Sep 30, 2010 - Sep 29, 2013
    Role: Principal Investigator
    iDASH: Integrating Data for Analysis, Anonymization, and Sharing
    NIH/NHLBI U54HL108460Sep 20, 2010 - Jun 30, 2016
    Role: Principal Investigator
    Global Health Knowledge Collective: A Collaborative Toolkit for Global Health
    NIH/FIC R24TW008805Sep 15, 2010 - Aug 31, 2012
    Role: Principal Investigator
    Assessing quality of individual predictions in medical decision support systems
    NIH/NLM R01LM009520Jun 1, 2007 - Sep 29, 2011
    Role: Principal Investigator
    Biomedical Research Informatics for Global Health Training (BRIGHT) Program
    NIH/FIC D43TW007015Jun 1, 2004 - Sep 24, 2009
    Role: Principal Investigator
    CONFERENCE--GUIDELINE INTERCHANGE FORMAT (GLIF) WORKSHOP
    NIH/NLM R13LM006929Jan 3, 2000 - Aug 31, 2000
    Role: Principal Investigator
    BRAZIL/USA INTERNATIONAL TRAINING IN MEDICAL INFORMATICS
    NIH/FIC D43TW001279Sep 30, 1999 - Sep 29, 2003
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH/NLM R01LM006538Sep 30, 1998 - Aug 31, 2001
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH/NLM R29LM006538Sep 30, 1998 - Aug 31, 2000
    Role: Principal Investigator
    COMPONENT BASED TOOLS FOR CONNECTIONIST CLASSIFICATION
    NIH/NLM R55LM006538Sep 15, 1997 - Sep 29, 1998
    Role: Principal Investigator
    CONNECTIONIST MODELS OF SURVIVAL IN HIV INFECTION
    AHRQ R03HS008462Sep 1, 1994 - Feb 29, 1996
    Role: Principal Investigator
    Biomedical Informatics and Data Science Research Training Program (BIRT)
    NIH/NLM 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. Frailty is Independently Associated with Mortality and Readmission in Hospitalized Patients with Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2020 Aug 12. Qian AS, Nguyen NH, Elia J, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 32801013.
      View in: PubMed   Mentions:    Fields:    
    2. Coronavirus: indexed data speed up solutions. Nature. 2020 08; 584(7820):192. Ohno-Machado L, Xu H. PMID: 32782375.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCellsPHPublic Health
    3. iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching. BMC Med Genomics. 2020 Jul 21; 13(Suppl 7):98. Kuo TT, Jiang X, Tang H, Wang X, Bath T, Bu D, Wang L, Harmanci A, Zhang S, Zhi D, Sofia HJ, Ohno-Machado L. PMID: 32693816.
      View in: PubMed   Mentions:    Fields:    
    4. Privacy challenges and research opportunities for genomic data sharing. Nat Genet. 2020 Jul; 52(7):646-654. Bonomi L, Huang Y, Ohno-Machado L. PMID: 32601475.
      View in: PubMed   Mentions:    Fields:    
    5. COVID-19 TestNorm - A tool to normalize COVID-19 testing names to LOINC codes. J Am Med Inform Assoc. 2020 Jun 22. Dong X, Li J, Soysal E, Bian J, DuVall SL, Hanchrow E, Liu H, Lynch KE, Matheny M, Natarajan K, Ohno-Machado L, Pakhomov S, Reeves RM, Sitapati AM, Abhyankar S, Cullen T, Deckard J, Jiang X, Murphy R, Xu H. PMID: 32569358.
      View in: PubMed   Mentions:    Fields:    
    6. Comprehensive characterization of hepatocyte-derived extracellular vesicles identifies direct miRNA-based regulation of hepatic stellate cells and DAMP-based hepatic macrophage IL-1ß and IL-17 upregulation in alcoholic hepatitis mice. J Mol Med (Berl). 2020 Jul; 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.
      View in: PubMed   Mentions:    Fields:    
    7. Estimates of the Prevalence and Effects of Food Insecurity and Social Support on Financial Toxicity in and Healthcare Use by Patients with Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2020 Jun 09. Nguyen NH, Khera R, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 32526341.
      View in: PubMed   Mentions:    Fields:    
    8. EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning. J Am Med Inform Assoc. 2020 May 01; 27(5):747-756. Kuo TT, Gabriel RA, Cidambi KR, Ohno-Machado L. PMID: 32364235.
      View in: PubMed   Mentions: 3     Fields:    
    9. Active Surveillance of the Implantable Cardioverter-Defibrillator Registry for Defibrillator Lead Failures. Circ Cardiovasc Qual Outcomes. 2020 Apr; 13(4):e006105. Resnic FS, Majithia A, Dhruva SS, Ssemaganda H, Robbins S, Marinac-Dabic D, Hewitt K, Ohno-Machado L, Reynolds MR, Matheny ME. PMID: 32283971.
      View in: PubMed   Mentions:    Fields:    
    10. A tutorial on calibration measurements and calibration models for clinical prediction models. J Am Med Inform Assoc. 2020 Apr 01; 27(4):621-633. Huang Y, Li W, Macheret F, Gabriel RA, Ohno-Machado L. PMID: 32106284.
      View in: PubMed   Mentions:    Fields:    
    11. 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. PMID: 32308823.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    12. Protecting patient privacy in survival analyses. J Am Med Inform Assoc. 2020 Mar 01; 27(3):366-375. Bonomi L, Jiang X, Ohno-Machado L. PMID: 31750926.
      View in: PubMed   Mentions:    Fields:    
    13. 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.
      View in: PubMed   Mentions:    Fields:    
    14. The Data Tags Suite (DATS) model for discovering data access and use requirements. Gigascience. 2020 02 01; 9(2). Alter G, Gonzalez-Beltran A, Ohno-Machado L, Rocca-Serra P. PMID: 32031623.
      View in: PubMed   Mentions:    Fields:    
    15. Patient Perspectives About Decisions to Share Medical Data and Biospecimens for Research. JAMA Netw Open. 2019 08 02; 2(8):e199550. Kim J, Kim H, Bell E, Bath T, Paul P, Pham A, Jiang X, Zheng K, Ohno-Machado L. PMID: 31433479.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. Machine Learning-Based Predictive Modeling of Surgical Intervention in Glaucoma Using Systemic Data From Electronic Health Records. Am J Ophthalmol. 2019 12; 208:30-40. Baxter SL, Marks C, Kuo TT, Ohno-Machado L, Weinreb RN. PMID: 31323204.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    17. Fair compute loads enabled by blockchain: sharing models by alternating client and server roles. J Am Med Inform Assoc. 2019 05 01; 26(5):392-403. Kuo TT, Gabriel RA, Ohno-Machado L. PMID: 30892656.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    18. Evaluating and sharing global genetic ancestry in biomedical datasets. J Am Med Inform Assoc. 2019 05 01; 26(5):457-461. Harismendy O, Kim J, Xu X, Ohno-Machado L. PMID: 30869786.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    19. Comparison of blockchain platforms: a systematic review and healthcare examples. J Am Med Inform Assoc. 2019 05 01; 26(5):462-478. Kuo TT, Zavaleta Rojas H, Ohno-Machado L. PMID: 30907419.
      View in: PubMed   Mentions: 11     Fields:    
    20. Time Requirements of Paper-Based Clinical Workflows and After-Hours Documentation in a Multispecialty Academic Ophthalmology Practice. Am J Ophthalmol. 2019 10; 206:161-167. Baxter SL, Gali HE, Huang AE, Millen M, El-Kareh R, Nudleman E, Robbins SL, Heichel CWD, Camp AS, Korn BS, Lee JE, Kikkawa DO, Longhurst CA, Chiang MF, Hribar MR, Ohno-Machado L. PMID: 30910517.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    21. Reflections on the journey of editing a scientific journal. J Am Med Inform Assoc. 2018 12 01; 25(12):1584-1585. Ohno-Machado L. PMID: 30541126.
      View in: PubMed   Mentions:    Fields:    
    22. Clinical informatics applications of medication reconciliation, decision support systems, and online portal patient-provider communications. J Am Med Inform Assoc. 2018 11 01; 25(11):1431. Ohno-Machado L. PMID: 30380084.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    23. Data science and artificial intelligence to improve clinical practice and research. J Am Med Inform Assoc. 2018 10 01; 25(10):1273. Ohno-Machado L. PMID: 30312446.
      View in: PubMed   Mentions:    Fields:    
    24. A Novel Stakeholder Engagement Approach for Patient-centered Outcomes Research. Med Care. 2018 10; 56 Suppl 10 Suppl 1:S41-S47. Kim KK, Khodyakov D, Marie K, Taras H, Meeker D, Campos HO, Ohno-Machado L. PMID: 30074950.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    25. Obesity Is Independently Associated With Higher Annual Burden and Costs of Hospitalization in Patients With Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2019 03; 17(4):709-718.e7. Nguyen NH, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 30012429.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    26. Enhancing diversity to reduce health information disparities and build an evidence base for genomic medicine. Per Med. 2018 09; 15(5):403-412. Hindorff LA, Bonham VL, Ohno-Machado L. PMID: 30209973.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    27. Sharing data from electronic health records within, across, and beyond healthcare institutions: Current trends and perspectives. J Am Med Inform Assoc. 2018 09 01; 25(9):1113. Ohno-Machado L. PMID: 30184157.
      View in: PubMed   Mentions:    Fields:    
    28. Privacy Policy and Technology in Biomedical Data Science. Annu Rev Biomed Data Sci. 2018 Jul; 1:115-129. Arellano AM, Dai W, Wang S, Jiang X, Ohno-Machado L. PMID: 31058261.
      View in: PubMed   Mentions:
    29. Genomics and electronic health record systems. Hum Mol Genet. 2018 05 01; 27(R1):R48-R55. Ohno-Machado L, Kim J, Gabriel RA, Kuo GM, Hogarth MA. PMID: 29741693.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    30. A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis. AMIA Annu Symp Proc. 2017; 2017:1695-1704. Vaidya J, Shafiq B, Asani M, Adam N, Jiang X, Ohno-Machado L. PMID: 29854240.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    31. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    32. DataMed - an open source discovery index for finding biomedical datasets. J Am Med Inform Assoc. 2018 Mar 01; 25(3):300-308. Chen X, Gururaj AE, Ozyurt B, Liu R, Soysal E, Cohen T, Tiryaki F, Li Y, Zong N, Jiang M, Rogith D, Salimi M, Kim HE, Rocca-Serra P, Gonzalez-Beltran A, Farcas C, Johnson T, Margolis R, Alter G, Sansone SA, Fore IM, Ohno-Machado L, Grethe JS, Xu H. PMID: 29346583.
      View in: PubMed   Mentions: 1     Fields:    
    33. User needs analysis and usability assessment of DataMed - a biomedical data discovery index. J Am Med Inform Assoc. 2018 Mar 01; 25(3):337-344. Dixit R, Rogith D, Narayana V, Salimi M, Gururaj A, Ohno-Machado L, Xu H, Johnson TR. PMID: 29202203.
      View in: PubMed   Mentions: 1     Fields:    
    34. Clinical research informatics: a growing subspecialization of biomedical informatics. J Am Med Inform Assoc. 2018 Mar 01; 25(3):223. Ohno-Machado L. PMID: 31972028.
      View in: PubMed   Mentions:    Fields:    
    35. Annual Burden and Costs of Hospitalization for High-Need, High-Cost Patients With Chronic Gastrointestinal and Liver Diseases. Clin Gastroenterol Hepatol. 2018 08; 16(8):1284-1292.e30. Nguyen NH, Khera R, Ohno-Machado L, Sandborn WJ, Singh S. PMID: 29474966.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    36. Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage. IEEE Internet Comput. 2018 Mar-Apr; 22(2):32-41. Chen F, Jiang X, Wang S, Schilling LM, Meeker D, Ong T, Matheny ME, Doctor JN, Ohno-Machado L, Vaidya J. PMID: 29867290.
      View in: PubMed   Mentions:
    37. Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge. Database (Oxford). 2018 01 01; 2018. Wei W, Ji Z, He Y, Zhang K, Ha Y, Li Q, Ohno-Machado L. PMID: 29688374.
      View in: PubMed   Mentions:    Fields:    
    38. Biomedical informatics and data science: evolving fields with significant overlap. J Am Med Inform Assoc. 2018 01 01; 25(1):2-3. Brennan PF, Chiang MF, Ohno-Machado L. PMID: 29267964.
      View in: PubMed   Mentions: 2     Fields:    
    39. Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies. Bioinformatics. 2017 Dec 01; 33(23):3716-3725. Wang M, Ji Z, Wang S, Kim J, Yang H, Jiang X, Ohno-Machado L. PMID: 29036461.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    40. Blockchain distributed ledger technologies for biomedical and health care applications. J Am Med Inform Assoc. 2017 Nov 01; 24(6):1211-1220. Kuo TT, Kim HE, Ohno-Machado L. PMID: 29016974.
      View in: PubMed   Mentions: 33     Fields:    
    41. JAMIA is going green. J Am Med Inform Assoc. 2017 11 01; 24(6):1045. Ohno-Machado L. PMID: 29016975.
      View in: PubMed   Mentions:    Fields:    
    42. A community effort to protect genomic data sharing, collaboration and outsourcing. NPJ Genom Med. 2017; 2:33. Wang S, Jiang X, Tang H, Wang X, Bu D, Carey K, Dyke SO, Fox D, Jiang C, Lauter K, Malin B, Sofia H, Telenti A, Wang L, Wang W, Ohno-Machado L. PMID: 29263842.
      View in: PubMed   Mentions:
    43. Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. J Am Med Inform Assoc. 2017 Jul 01; 24(4):799-805. Raisaro JL, Tramèr F, Ji Z, Bu D, Zhao Y, Carey K, Lloyd D, Sofia H, Baker D, Flicek P, Shringarpure S, Bustamante C, Wang S, Jiang X, Ohno-Machado L, Tang H, Wang X, Hubaux JP. PMID: 28339683.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    44. Education of informatics professionals and development of electronic information resources for clinicians, patients, health scientists, and study participants. J Am Med Inform Assoc. 2017 07 01; 24(4):679. Ohno-Machado L. PMID: 28927160.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    45. DATS, the data tag suite to enable discoverability of datasets. Sci Data. 2017 06 06; 4:170059. Sansone SA, Gonzalez-Beltran A, Rocca-Serra P, Alter G, Grethe JS, Xu H, Fore IM, Lyle J, Gururaj AE, Chen X, Kim HE, Zong N, Li Y, Liu R, Ozyurt IB, Ohno-Machado L. PMID: 28585923.
      View in: PubMed   Mentions: 10     Fields:    
    46. Finding useful data across multiple biomedical data repositories using DataMed. Nat Genet. 2017 05 26; 49(6):816-819. Ohno-Machado L, Sansone SA, Alter G, Fore I, Grethe J, Xu H, Gonzalez-Beltran A, Rocca-Serra P, Gururaj AE, Bell E, Soysal E, Zong N, Kim HE. PMID: 28546571.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    47. Developing a framework for digital objects in the Big Data to Knowledge (BD2K) commons: Report from the Commons Framework Pilots workshop. J Biomed Inform. 2017 07; 71:49-57. Jagodnik KM, Koplev S, Jenkins SL, Ohno-Machado L, Paten B, Schurer SC, Dumontier M, Verborgh R, Bui A, Ping P, McKenna NJ, Madduri R, Pillai A, Ma'ayan A. PMID: 28501646.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    48. A Predictive Model for Extended Postanesthesia Care Unit Length of Stay in Outpatient Surgeries. Anesth Analg. 2017 05; 124(5):1529-1536. Gabriel RA, Waterman RS, Kim J, Ohno-Machado L. PMID: 28079580.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    49. Advancing healthcare and biomedical research via new data-driven approaches. J Am Med Inform Assoc. 2017 05 01; 24(3):471. Ohno-Machado L. PMID: 28403381.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    50. A risk prediction score for acute kidney injury in the intensive care unit. Nephrol Dial Transplant. 2017 May 01; 32(5):814-822. Malhotra R, Kashani KB, Macedo E, Kim J, Bouchard J, Wynn S, Li G, Ohno-Machado L, Mehta R. PMID: 28402551.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    51. Electronic health records: usability and utilization by health care providers and patients. J Am Med Inform Assoc. 2017 04 01; 24(e1):e1. Ohno-Machado L. PMID: 28395061.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    52. PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS. Bioinformatics. 2017 03 15; 33(6):871-878. Chen F, Wang S, Jiang X, Ding S, Lu Y, Kim J, Sahinalp SC, Shimizu C, Burns JC, Wright VJ, Png E, Hibberd ML, Lloyd DD, Yang H, Telenti A, Bloss CS, Fox D, Lauter K, Ohno-Machado L. PMID: 28065902.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    53. Health information technology and patient safety. J Am Med Inform Assoc. 2017 03 01; 24(2):243. Ohno-Machado L. PMID: 28204518.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    54. iCONCUR: informed consent for clinical data and bio-sample use for research. J Am Med Inform Assoc. 2017 03 01; 24(2):380-387. Kim H, Bell E, Kim J, Sitapati A, Ramsdell J, Farcas C, Friedman D, Feupe SF, Ohno-Machado L. PMID: 27589942.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    55. Integrated precision medicine: the role of electronic health records in delivering personalized treatment. Wiley Interdiscip Rev Syst Biol Med. 2017 05; 9(3). Sitapati A, Kim H, Berkovich B, Marmor R, Singh S, El-Kareh R, Clay B, Ohno-Machado L. PMID: 28207198.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    56. Feasibility of Representing Data from Published Nursing Research Using the OMOP Common Data Model. AMIA Annu Symp Proc. 2016; 2016:715-723. Kim H, Choi J, Jang I, Quach J, Ohno-Machado L. PMID: 28269868.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    57. Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. AMIA Annu Symp Proc. 2016; 2016:1880-1889. Kuo TT, Rao P, Maehara C, Doan S, Chaparro JD, Day ME, Farcas C, Ohno-Machado L, Hsu CN. PMID: 28269947.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    58. Whole genome sequencing of an African American family highlights toll like receptor 6 variants in Kawasaki disease susceptibility. PLoS One. 2017; 12(2):e0170977. Kim J, Shimizu C, Kingsmore SF, Veeraraghavan N, Levy E, Ribeiro Dos Santos AM, Yang H, Flatley J, Hoang LT, Hibberd ML, Tremoulet AH, Harismendy O, Ohno-Machado L, Burns JC. PMID: 28151979.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    59. Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies. Stud Health Technol Inform. 2017; 245:1312. Suominen H, Müller H, Ohno-Machado L, Salanterä S, Schreier G, Hanlen L. PMID: 29295395.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    60. MiRIAD update: using alternative polyadenylation, protein interaction network analysis and additional species to enhance exploration of the role of intragenic miRNAs and their host genes. Database (Oxford). 2017 01 01; 2017. Hinske LC, Dos Santos FRC, Ohara DT, Ohno-Machado L, Kreth S, Galante PAF. PMID: 29220447.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansAnimalsCells
    61. A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge. Database (Oxford). 2017 01 01; 2017. Cohen T, Roberts K, Gururaj AE, Chen X, Pournejati S, Alter G, Hersh WR, Demner-Fushman D, Ohno-Machado L, Xu H. PMID: 29220453.
      View in: PubMed   Mentions: 11     Fields:    
    62. Using health information technology for clinical decision support and predictive analytics. J Am Med Inform Assoc. 2017 01; 24(1):1. Ohno-Machado L. PMID: 28039394.
      View in: PubMed   Mentions: 2     Fields:    
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    67. Biospecimen Sharing Among Hispanic Women in a Safety-Net Clinic: Implications for the Precision Medicine Initiative. J Natl Cancer Inst. 2017 02; 109(2). Nodora JN, Komenaka IK, Bouton ME, Ohno-Machado L, Schwab R, Kim HE, Farcas C, Perez G, Elena Martinez M. PMID: 27688295.
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    73. Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges. EGEMS (Wash DC). 2016; 4(1):1163. Amarasingham R, Audet AM, Bates DW, Glenn Cohen I, Entwistle M, Escobar GJ, Liu V, Etheredge L, Lo B, Ohno-Machado L, Ram S, Saria S, Schilling LM, Shahi A, Stewart WF, Steyerberg EW, Xie B. PMID: 27141516.
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    76. Splicing Express: a software suite for alternative splicing analysis using next-generation sequencing data. PeerJ. 2015; 3:e1419. Kroll JE, Kim J, Ohno-Machado L, de Souza SJ. PMID: 26618088.
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    97. Prediction of MicroRNA Precursors Using Parsimonious Feature Sets. Cancer Inform. 2014; 13(Suppl 1):95-102. Stepanowsky P, Levy E, Kim J, Jiang X, Ohno-Machado L. PMID: 25392687.
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    108. pSCANNER: patient-centered Scalable National Network for Effectiveness Research. J Am Med Inform Assoc. 2014 Jul-Aug; 21(4):621-6. Ohno-Machado L, Agha Z, Bell DS, Dahm L, Day ME, Doctor JN, Gabriel D, Kahlon MK, Kim KK, Hogarth M, Matheny ME, Meeker D, Nebeker JR. PMID: 24780722.
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    125. Making it personal: translational bioinformatics. J Am Med Inform Assoc. 2013 Jul-Aug; 20(4):595-6. Butte AJ, Ohno-Machado L. PMID: 23757438.
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    152. 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.
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    153. 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.
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    154. 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.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    155. 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.
      View in: PubMed   Mentions: 32     Fields:    Translation:Humans
    156. 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.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    157. 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.
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    158. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    159. 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.
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    160. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    161. 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.
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    162. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    163. 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.
      View in: PubMed   Mentions: 6     Fields:    
    164. 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. PMID: 22081224.
      View in: PubMed   Mentions: 59     Fields:    
    165. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    166. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    167. 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.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    168. 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.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    169. 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.
      View in: PubMed   Mentions: 119     Fields:    Translation:Humans
    170. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    171. 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.
      View in: PubMed   Mentions: 23     Fields:    Translation:Humans
    172. 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.
      View in: PubMed   Mentions: 29     Fields:    Translation:Humans
    173. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    174. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    175. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansCells
    176. 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.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    177. 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.
      View in: PubMed   Mentions: 182     Fields:    Translation:HumansAnimalsCells
    178. 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.
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    179. 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.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    180. A new JAMIA. J Am Med Inform Assoc. 2011 Jan-Feb; 18(1):2. Ohno-Machado L. PMID: 21169617.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    181. 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.
      View in: PubMed   Mentions: 134     Fields:    Translation:HumansAnimalsCells
    182. What's new in informatics. J Am Med Inform Assoc. 2011 Jan-Feb; 18(1):1. Ohno-Machado L. PMID: 21169616.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    183. 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.
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    184. 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: 2     Fields:    Translation:Humans
    185. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    186. 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.
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    187. 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
    188. 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: 2     Fields:    Translation:Humans
    189. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    190. 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.
      View in: PubMed   Mentions: 53     Fields:    Translation:HumansAnimalsCells
    191. 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
    192. 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: 7     Fields:    Translation:Humans
    193. 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.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansAnimals
    194. 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.
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    195. 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.
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    196. 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.
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    197. Lucila Ohno-Machado. Interview by Virginia Gewin. Nature. 2009 Jul 30; 460(7255):655. Ohno-Machado L. PMID: 19650208.
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    198. 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.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    199. 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.
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    200. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansPHPublic Health
    201. 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.
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    202. 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.
      View in: PubMed   Mentions: 4     Fields:    
    203. 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.
      View in: PubMed   Mentions: 14     Fields:    Translation:HumansCells
    204. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Animals
    205. 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.
      View in: PubMed   Mentions: 14     Fields:    Translation:HumansCells
    206. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    207. 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: 9     Fields:    Translation:Humans
    208. 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.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    209. 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
    210. 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:    Fields:    Translation:Humans
    211. 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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    212. 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: 4     Fields:    Translation:Humans
    213. 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.
      View in: PubMed   Mentions: 33     Fields:    Translation:AnimalsCells
    214. 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.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    215. 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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    216. 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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    217. 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.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    218. Approximation properties of haplotype tagging. BMC Bioinformatics. 2006 Jan 09; 7:8. Vinterbo SA, Dreiseitl S, Ohno-Machado L. PMID: 16401341.
      View in: PubMed   Mentions:    Fields:    Translation:HumansAnimals
    219. Prognosis in critical care. Annu Rev Biomed Eng. 2006; 8:567-99. Ohno-Machado L, Resnic FS, Matheny ME. PMID: 16834567.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    220. 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.
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    221. 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.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    222. 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
    223. 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: 150     Fields:    Translation:Humans
    224. 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: 4     Fields:    Translation:Humans
    225. 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: 17     Fields:    Translation:Humans
    226. 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
    227. 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
    228. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    229. 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.
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    230. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    231. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    232. 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.
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    233. Research on machine learning issues in biomedical informatics modeling. J Biomed Inform. 2004 Aug; 37(4):221-3. Ohno-Machado L. PMID: 15465475.
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    234. 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.
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    235. 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: 13     Fields:    Translation:HumansPHPublic Health
    236. 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: 4     Fields:    Translation:Humans
    237. 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
    238. 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
    239. 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.
      View in: PubMed   Mentions: 244     Fields:    Translation:AnimalsCells
    240. 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: 2     Fields:    Translation:Humans
    241. 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
    242. 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: 16     Fields:    Translation:Humans
    243. 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: 11     Fields:    Translation:Humans
    244. 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:    
    245. 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:    
    246. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:HumansPHPublic Health
    247. 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
    248. 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
    249. 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
    250. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    251. 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.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCTClinical Trials
    252. 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
    253. 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: 41     Fields:    Translation:Humans
    254. 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: 115     Fields:    
    255. Gene expression profiling by DNA microarrays and its application to dental research. Oral Oncol. 2002 Oct; 38(7):650-6. Kuo WP, Whipple ME, Sonis ST, Ohno-Machado L, Jenssen TK. PMID: 12353490.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    256. 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: 150     Fields:    Translation:HumansCells
    257. Visualization and evaluation of clusters for exploratory analysis of gene expression data. J Biomed Inform. 2002 Feb; 35(1):25-36. Kim JH, Kohane IS, Ohno-Machado L. PMID: 12415724.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansAnimalsCells
    258. 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.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    259. Open source handheld-based EMR for paramedics working in rural areas. Proc AMIA Symp. 2002; 12-6. Anantraman V, Mikkelsen T, Khilnani R, Kumar VS, Pentland A, Ohno-Machado L. PMID: 12463777.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    260. 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:    
    261. Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. Proc AMIA Symp. 2002; 572-6. Ohno-Machado L, Vinterbo S, Dreiseitl S, Jenssen TK, Kuo W. PMID: 12463888.
      View in: PubMed   Mentions:    Fields:    
    262. Providing context-sensitive decision-support based on WHO guidelines. Proc AMIA Symp. 2002; 637-41. Ray HN, Boxwala AA, Anantraman V, Ohno-Machado L. PMID: 12463901.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    263. Building an asynchronous web-based tool for machine learning classification. Proc AMIA Symp. 2002; 869-73. Weber G, Vinterbo S, Ohno-Machado L. PMID: 12463949.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    264. Modeling medical prognosis: survival analysis techniques. J Biomed Inform. 2001 Dec; 34(6):428-39. Ohno-Machado L. PMID: 12198763.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    265. Vascular closure devices and the risk of vascular complications after percutaneous coronary intervention in patients receiving glycoprotein IIb-IIIa inhibitors. Am J Cardiol. 2001 Sep 01; 88(5):493-6. Resnic FS, Blake GJ, Ohno-Machado L, Selwyn AP, Popma JJ, Rogers C. PMID: 11524056.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    266. 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: 14     Fields:    Translation:Humans
    267. 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
    268. 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: 17     Fields:    Translation:Humans
    269. 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
    270. 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:    
    271. 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: 4     Fields:    Translation:Humans
    272. Generation of dynamically configured check lists for intra-operative problems using a set of covering algorithms. Proc AMIA Symp. 2001; 593-7. Sawa T, Ohno-Machado L. PMID: 11837218.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    273. Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data. Proc AMIA Symp. 2001; 27-31. Ash N, Ogunyemi O, Zeng Q, Ohno-Machado L. PMID: 11825151.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    274. Disambiguation data: extracting information from anonymized sources. Proc AMIA Symp. 2001; 144-8. Dreiseitl S, Vinterbo S, Ohno-Machado L. PMID: 11825171.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    275. Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. Proc AMIA Symp. 2001; 503-7. Ohno-Machado L, Vinterbo SA, Dreiseitl S. PMID: 11825239.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    276. Hiding information by cell suppression. Proc AMIA Symp. 2001; 726-30. Vinterbo SA, Ohno-Machado L, Dreiseitl S. PMID: 11825281.
      View in: PubMed   Mentions: 3     Fields:    
    277. 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: 21     Fields:    Translation:Humans
    278. 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: 4     Fields:    Translation:Humans
    279. 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.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    280. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    281. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    282. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    283. 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.
      View in: PubMed   Mentions: 32     Fields:    
    284. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    285. 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.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    286. 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: 2     Fields:    Translation:Humans
    287. 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
    288. 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: 10     Fields:    Translation:Humans
    289. Evaluating variable selection methods for diagnosis of myocardial infarction. Proc AMIA Symp. 1999; 246-50. Dreiseitl S, Ohno-Machado L, Vinterbo S. PMID: 10566358.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    290. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    291. 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.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    292. 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.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    293. 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.
      View in: PubMed   Mentions: 62     Fields:    
    294. 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.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    295. 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.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    296. Building manageable rough set classifiers. Proc AMIA Symp. 1998; 543-7. Ohrn A, Ohno-Machado L, Rowland T. PMID: 9929278.
      View in: PubMed   Mentions: 1     Fields:    
    297. 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: 1     Fields:    Translation:Humans
    298. 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
    299. 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.
      View in: PubMed   Mentions:    Fields:    
    300. 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
    301. Sequential use of neural networks for survival prediction in AIDS. Proc AMIA Annu Fall Symp. 1996; 170-4. Ohno-Machado L. PMID: 8947650.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    302. 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.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    303. 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: 1     Fields:    Translation:Humans
    304. Identification of low frequency patterns in backpropagation neural networks. Proc Annu Symp Comput Appl Med Care. 1994; 853-9. Ohno-Machado L. PMID: 7950045.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    305. 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
    306. 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.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
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