Albert Hsiao

Title(s)Associate Professor In Residence, Radiology
SchoolVc-health Sciences-schools
ORCID ORCID Icon0000-0002-9412-1369 Additional info
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    Collapse Education and Training
    Stanford HospitalFellowship2014Cardiovascular Imaging
    Stanford HospitalFellowship2013Vascular and Interventional Radiology
    Stanford HospitalResidency2012Diagnostic Radiology
    Stanford HospitalInternship2008General Surgery
    University of California, San DiegoMD, PhD2007Bioengineering with Specialization in Bioinformatics
    California Institute of TechnologyBS, BS2000Engineering, Biology
    Collapse Awards and Honors
    American Roentgen Ray Society2019ARRS Scholar
    UC San Diego Alumni Association2018Triton 40 Under 40
    Academy of Clinician Scholars, UC San Diego2017Whitehill Prize
    Academy of Radiology Research2017Early Career Investigator Award
    North American Society of Cardiovascular Imaging2012AHA Young Investigator Award
    North American Society of Cardiovascular Imaging2011AHA Young Investigator Award
    Society of Pediatric Radiology2011Caffey Award
    American Roentgen Ray Society2011President's Award
    Radiological Society of North America2011Roentgen Resident/Fellow Research Award
    Society of Pediatric Radiology2010John Kirkpatrick Young Investigator Award
    Society of Body Computed Tomography and Magnetic Resonance2010Cum Laude Award
    Radiological Society of North America2006Trainee Research Prize
    Radiological Society of North America2006Medical Student Scholar Assistant Grant
    Whitaker Foundation2002Graduate Research Fellowship
    National Institutes of Health (UC San Diego)2001Medical Scientist Training Program Fellowship
    UC San Diego2000Regents Scholarship
    California Institute of Technology1999Tau Beta Pi Engineering Honor Society
    California Institute of Technology1999Upper Class Merit Award
    California Institute of Technology1998Carnation Merit Scholarship

    Collapse Overview 
    Collapse Overview
    Albert Hsiao is a San Diego native, raised in Poway. He completed a dual-major at Caltech in Biology and Engineering/Computer Science before returning to San Diego for medical school, as part of the dual-degree MD-PhD Medical Scientist Training Program (MSTP). He is a graduate of the UCSD Bioengineering and Bioinformatics PhD programs, completing his thesis work with Shankar Subramaniam and Jerry Olefsky on the functional genomics of insulin resistance. He continued his clinical training at Stanford in general surgery, diagnostic radiology, interventional radiology and cardiovascular imaging. While a clinical diagnostic radiology resident, he co-founded Arterys, Inc, a start-up company that developed a cloud-based medical imaging artificial intelligence platform and partnered with GE Healthcare to bring the 4D Flow MRI technology to market. He returned to UCSD as faculty in the Department of Radiology, where he continues to practice clinically and founded the Augmented imaging/Artificial intelligence Data Analytics (AiDA) laboratory to further build advanced imaging techniques for earlier, more precise diagnosis and treatment in cardiovascular disease, infection and cancer.
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    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.
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    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. Artificial intelligence and machine learning in aortic disease. Curr Opin Cardiol. 2021 Nov 01; 36(6):695-703. Hahn LD, Baeumler K, Hsiao A. PMID: 34369401.
      View in: PubMed   Mentions:    Fields:    
    2. Hemodynamic Assessment of Structural Heart Disease Using 4D Flow MRI: How We Do It. AJR Am J Roentgenol. 2021 Oct 06; 1-11. Jacobs K, Hahn L, Horowitz M, Kligerman S, Vasanawala S, Hsiao A. PMID: 34076463.
      View in: PubMed   Mentions:    Fields:    
    3. Optimizing the diagnosis and assessment of chronic thromboembolic pulmonary hypertension with advancing imaging modalities. Pulm Circ. 2021 Apr-Jun; 11(2):20458940211007375. Kligerman S, Hsiao A. PMID: 34104420.
      View in: PubMed   Mentions:
    4. Automated CT Staging of Chronic Obstructive Pulmonary Disease Severity for Predicting Disease Progression and Mortality with a Deep Learning Convolutional Neural Network. Radiol Cardiothorac Imaging. 2021 Apr; 3(2):e200477. Hasenstab KA, Yuan N, Retson T, Conrad DJ, Kligerman S, Lynch DA, Hsiao A, COPDGene Investigators . PMID: 33969307.
      View in: PubMed   Mentions:
    5. 4D Flow MRI Quantification of Congenital Shunts: Comparison to Invasive Catheterization. Radiol Cardiothorac Imaging. 2021 Apr; 3(2):e200446. Horowitz MJ, Kupsky DF, El-Said HG, Alshawabkeh L, Kligerman SJ, Hsiao A. PMID: 33969306.
      View in: PubMed   Mentions:
    6. Quantification of the Hemodynamic Changes of Cirrhosis with Free-Breathing Self-Navigated MRI. J Magn Reson Imaging. 2021 05; 53(5):1410-1421. Brunsing RL, Brown D, Almahoud H, Kono Y, Loomba R, Vodkin I, Sirlin CB, Alley MT, Vasanawala SS, Hsiao A. PMID: 33594733.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    7. Quantification of hemodynamics of cerebral arteriovenous malformations after stereotactic radiosurgery using 4D flow magnetic resonance imaging. J Magn Reson Imaging. 2021 06; 53(6):1841-1850. Srinivas S, Retson T, Simon A, Hattangadi-Gluth J, Hsiao A, Farid N. PMID: 33354852.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    8. Deployment of artificial intelligence for radiographic diagnosis of COVID-19 pneumonia in the emergency department. J Am Coll Emerg Physicians Open. 2020 Dec; 1(6):1459-1464. Carlile M, Hurt B, Hsiao A, Hogarth M, Longhurst CA, Dameff C. PMID: 33392549.
      View in: PubMed   Mentions:
    9. Augmenting Interpretation of Chest Radiographs With Deep Learning Probability Maps. J Thorac Imaging. 2020 Sep; 35(5):285-293. Hurt B, Yen A, Kligerman S, Hsiao A. PMID: 32205817.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    10. Clinical Performance and Role of Expert Supervision of Deep Learning for Cardiac Ventricular Volumetry: A Validation Study. Radiol Artif Intell. 2020 Jul 08; 2(4):e190064. Retson TA, Masutani EM, Golden D, Hsiao A. PMID: 32797119.
      View in: PubMed   Mentions:
    11. Deep Learning Localization of Pneumonia: 2019 Coronavirus (COVID-19) Outbreak. J Thorac Imaging. 2020 05; 35(3):W87-W89. Hurt B, Kligerman S, Hsiao A. PMID: 32205822.
      View in: PubMed   Mentions: 26     Fields:    Translation:HumansCellsPHPublic Health
    12. Deep Learning Single-Frame and Multiframe Super-Resolution for Cardiac MRI. Radiology. 2020 06; 295(3):552-561. Masutani EM, Bahrami N, Hsiao A. PMID: 32286192.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    13. 4D Flow Vorticity Visualization Predicts Regions of Quantitative Flow Inconsistency for Optimal Blood Flow Measurement. Radiol Cardiothorac Imaging. 2020 Feb 27; 2(1):e190054. Contijoch FJ, Horowitz M, Masutani E, Kligerman S, Hsiao A. PMID: 32715299.
      View in: PubMed   Mentions:
    14. Convolutional neural network-automated hepatobiliary phase adequacy evaluation may optimize examination time. Eur J Radiol. 2020 Mar; 124:108837. Cunha GM, Hasenstab KA, Higaki A, Wang K, Delgado T, Brunsing RL, Schlein A, Schwartzman A, Hsiao A, Sirlin CB, Fowler KJ. PMID: 31958630.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    15. Deep Learning-based Prescription of Cardiac MRI Planes. Radiol Artif Intell. 2019 Nov 27; 1(6):e180069. Blansit K, Retson T, Masutani E, Bahrami N, Hsiao A. PMID: 32090204.
      View in: PubMed   Mentions:
    16. COPDGene® 2019: Redefining the Diagnosis of Chronic Obstructive Pulmonary Disease. Chronic Obstr Pulm Dis. 2019 Nov; 6(5):384-399. Lowe KE, Regan EA, Anzueto A, Austin E, Austin JHM, Beaty TH, Benos PV, Benway CJ, Bhatt SP, Bleecker ER, Bodduluri S, Bon J, Boriek AM, Boueiz AR, Bowler RP, Budoff M, Casaburi R, Castaldi PJ, Charbonnier JP, Cho MH, Comellas A, Conrad D, Costa Davis C, Criner GJ, Curran-Everett D, Curtis JL, DeMeo DL, Diaz AA, Dransfield MT, Dy JG, Fawzy A, Fleming M, Flenaugh EL, Foreman MG, Fortis S, Gebrekristos H, Grant S, Grenier PA, Gu T, Gupta A, Han MK, Hanania NA, Hansel NN, Hayden LP, Hersh CP, Hobbs BD, Hoffman EA, Hogg JC, Hokanson JE, Hoth KF, Hsiao A, Humphries S, Jacobs K, Jacobson FL, Kazerooni EA, Kim V, Kim WJ, Kinney GL, Koegler H, Lutz SM, Lynch DA, MacIntye NR, Make BJ, Marchetti N, Martinez FJ, Maselli DJ, Mathews AM, McCormack MC, McDonald MN, McEvoy CE, Moll M, Molye SS, Murray S, Nath H, Newell JD, Occhipinti M, Paoletti M, Parekh T, Pistolesi M, Pratte KA, Putcha N, Ragland M, Reinhardt JM, Rennard SI, Rosiello RA, Ross JC, Rossiter HB, Ruczinski I, San Jose Estepar R, Sciurba FC, Sieren JC, Singh H, Soler X, Steiner RM, Strand MJ, Stringer WW, Tal-Singer R, Thomashow B, Vegas Sánchez-Ferrero G, Walsh JW, Wan ES, Washko GR, Michael Wells J, Wendt CH, Westney G, Wilson A, Wise RA, Yen A, Young K, Yun J, Silverman EK, Crapo JD. PMID: 31710793.
      View in: PubMed   Mentions:
    17. Fully automated convolutional neural network-based affine algorithm improves liver registration and lesion co-localization on hepatobiliary phase T1-weighted MR images. Eur Radiol Exp. 2019 10 26; 3(1):43. Hasenstab KA, Cunha GM, Higaki A, Ichikawa S, Wang K, Delgado T, Brunsing RL, Schlein A, Bittencourt LK, Schwartzman A, Fowler KJ, Hsiao A, Sirlin CB. PMID: 31655943.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    18. Image Annotation by Eye Tracking: Accuracy and Precision of Centerlines of Obstructed Small-Bowel Segments Placed Using Eye Trackers. J Digit Imaging. 2019 10; 32(5):855-864. Lucas A, Wang K, Santillan C, Hsiao A, Sirlin CB, Murphy PM. PMID: 31144146.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    19. Machine Learning and Deep Neural Networks in Thoracic and Cardiovascular Imaging. J Thorac Imaging. 2019 May; 34(3):192-201. Retson TA, Besser AH, Sall S, Golden D, Hsiao A. PMID: 31009397.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    20. Automated CT and MRI Liver Segmentation and Biometry Using a Generalized Convolutional Neural Network. Radiol Artif Intell. 2019 Mar; 1(2). Wang K, Mamidipalli A, Retson T, Bahrami N, Hasenstab K, Blansit K, Bass E, Delgado T, Cunha G, Middleton MS, Loomba R, Neuschwander-Tetri BA, Sirlin CB, Hsiao A, members of the NASH Clinical Research Network . PMID: 32582883.
      View in: PubMed   Mentions:
    21. Automated selection of myocardial inversion time with a convolutional neural network: Spatial temporal ensemble myocardium inversion network (STEMI-NET). Magn Reson Med. 2019 05; 81(5):3283-3291. Bahrami N, Retson T, Blansit K, Wang K, Hsiao A. PMID: 30714197.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    22. Fontan Revision: Presurgical Planning Using Four-Dimensional (4D) Flow and Three-Dimensional (3D) Printing. World J Pediatr Congenit Heart Surg. 2019 03; 10(2):245-249. Carberry T, Murthy R, Hsiao A, Petko C, Moore J, Lamberti J, Hegde S. PMID: 30630383.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    23. Evaluation of atrial septal defects with 4D flow MRI-multilevel and inter-reader reproducibility for quantification of shunt severity. MAGMA. 2019 Apr; 32(2):269-279. Chelu RG, Horowitz M, Sucha D, Kardys I, Ingremeau D, Vasanawala S, Nieman K, Paul JF, Hsiao A. PMID: 30171383.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    24. 4D flow MRI quantification of mitral and tricuspid regurgitation: Reproducibility and consistency relative to conventional MRI. J Magn Reson Imaging. 2018 10; 48(4):1147-1158. Feneis JF, Kyubwa E, Atianzar K, Cheng JY, Alley MT, Vasanawala SS, Demaria AN, Hsiao A. PMID: 29638024.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    25. Volumetric segmentation-free method for rapid visualization of vascular wall shear stress using 4D flow MRI. Magn Reson Med. 2018 08; 80(2):748-755. Masutani EM, Contijoch F, Kyubwa E, Cheng J, Alley MT, Vasanawala S, Hsiao A. PMID: 29516632.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    26. Early Hemodynamic Response Assessment of Stereotactic Radiosurgery for a Cerebral Arteriovenous Malformation Using 4D Flow MRI. AJNR Am J Neuroradiol. 2018 04; 39(4):678-681. Li CQ, Hsiao A, Hattangadi-Gluth J, Handwerker J, Farid N. PMID: 29371257.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    27. Pelvic Blood Flow Predicts Fibroid Volume and Embolic Required for Uterine Fibroid Embolization: A Pilot Study With 4D Flow MR Angiography. AJR Am J Roentgenol. 2018 Jan; 210(1):189-200. Malone CD, Banerjee A, Alley MT, Vasanawala SS, Roberts AC, Hsiao A. PMID: 29090998.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    28. Erratum to: Role of Pulse Pressure and Geometry of Primary Entry Tear in Acute Type B Dissection Propagation. Ann Biomed Eng. 2017 03; 45(3):604. Peelukhana SV, Wang Y, Berwick Z, Kratzberg J, Krieger J, Roeder B, Clough RE, Hsiao A, Chambers S, Kassab GS. PMID: 27798743.
      View in: PubMed   Mentions: 1     Fields:    
    29. Role of Pulse Pressure and Geometry of Primary Entry Tear in Acute Type B Dissection Propagation. Ann Biomed Eng. 2017 03; 45(3):592-603. Peelukhana SV, Wang Y, Berwick Z, Kratzberg J, Krieger J, Roeder B, Clough RE, Hsiao A, Chambers S, Kassab GS. PMID: 27510916.
      View in: PubMed   Mentions: 4     Fields:    Translation:Animals
    30. Cloud-processed 4D CMR flow imaging for pulmonary flow quantification. Eur J Radiol. 2016 Oct; 85(10):1849-1856. Chelu RG, Wanambiro KW, Hsiao A, Swart LE, Voogd T, van den Hoven AT, van Kranenburg M, Coenen A, Boccalini S, Wielopolski PA, Vogel MW, Krestin GP, Vasanawala SS, Budde RPJ, Roos-Hesselink JW, Nieman K. PMID: 27666627.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    31. Qualitative grading of aortic regurgitation: a pilot study comparing CMR 4D flow and echocardiography. Int J Cardiovasc Imaging. 2016 Feb; 32(2):301-307. Chelu RG, van den Bosch AE, van Kranenburg M, Hsiao A, van den Hoven AT, Ouhlous M, Budde RPJ, Beniest KM, Swart LE, Coenen A, Lubbers MM, Wielopolski PA, Vasanawala SS, Roos-Hesselink JW, Nieman K. PMID: 26498478.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    32. Clinical performance of a free-breathing spatiotemporally accelerated 3-D time-resolved contrast-enhanced pediatric abdominal MR angiography. Pediatr Radiol. 2015 Oct; 45(11):1635-43. Zhang T, Yousaf U, Hsiao A, Cheng JY, Alley MT, Lustig M, Pauly JM, Vasanawala SS. PMID: 26040509.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    33. Improved quantification and mapping of anomalous pulmonary venous flow with four-dimensional phase-contrast MRI and interactive streamline rendering. J Magn Reson Imaging. 2015 Dec; 42(6):1765-76. Hsiao A, Yousaf U, Alley MT, Lustig M, Chan FP, Newman B, Vasanawala SS. PMID: 25914149.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    34. Congenital heart disease assessment with 4D flow MRI. J Magn Reson Imaging. 2015 Oct; 42(4):870-86. Vasanawala SS, Hanneman K, Alley MT, Hsiao A. PMID: 25708923.
      View in: PubMed   Mentions: 31     Fields:    Translation:Humans
    35. Ferumoxytol as an off-label contrast agent in body 3T MR angiography: a pilot study in children. Pediatr Radiol. 2015 Jun; 45(6):831-9. Ruangwattanapaisarn N, Hsiao A, Vasanawala SS. PMID: 25427433.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    36. Robust 4D flow denoising using divergence-free wavelet transform. Magn Reson Med. 2015 Feb; 73(2):828-42. Ong F, Uecker M, Tariq U, Hsiao A, Alley MT, Vasanawala SS, Lustig M. PMID: 24549830.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    37. Inlet and outlet valve flow and regurgitant volume may be directly and reliably quantified with accelerated, volumetric phase-contrast MRI. J Magn Reson Imaging. 2015 Feb; 41(2):376-85. Hsiao A, Tariq U, Alley MT, Lustig M, Vasanawala SS. PMID: 24677253.
      View in: PubMed   Mentions: 23     Fields:    Translation:Humans
    38. Venous and arterial flow quantification are equally accurate and precise with parallel imaging compressed sensing 4D phase contrast MRI. J Magn Reson Imaging. 2013 Jun; 37(6):1419-26. Tariq U, Hsiao A, Alley M, Zhang T, Lustig M, Vasanawala SS. PMID: 23172846.
      View in: PubMed   Mentions: 35     Fields:    Translation:Humans
    39. Evaluation of valvular insufficiency and shunts with parallel-imaging compressed-sensing 4D phase-contrast MR imaging with stereoscopic 3D velocity-fusion volume-rendered visualization. Radiology. 2012 Oct; 265(1):87-95. Hsiao A, Lustig M, Alley MT, Murphy MJ, Vasanawala SS. PMID: 22923717.
      View in: PubMed   Mentions: 36     Fields:    Translation:Humans
    40. Rapid pediatric cardiac assessment of flow and ventricular volume with compressed sensing parallel imaging volumetric cine phase-contrast MRI. AJR Am J Roentgenol. 2012 Mar; 198(3):W250-9. Hsiao A, Lustig M, Alley MT, Murphy M, Chan FP, Herfkens RJ, Vasanawala SS. PMID: 22358022.
      View in: PubMed   Mentions: 42     Fields:    Translation:Humans
    41. Improved cardiovascular flow quantification with time-resolved volumetric phase-contrast MRI. Pediatr Radiol. 2011 Jun; 41(6):711-20. Hsiao A, Alley MT, Massaband P, Herfkens RJ, Chan FP, Vasanawala SS. PMID: 21221566.
      View in: PubMed   Mentions: 26     Fields:    Translation:Humans
    42. Bivariate microarray analysis: statistical interpretation of two-channel functional genomics data. Syst Synth Biol. 2008 Dec; 2(3-4):95-104. Hsiao A, Subramaniam S. PMID: 19680790.
      View in: PubMed   Mentions:
    43. Emerging technologies articles. J Vasc Interv Radiol. 2009 Jul; 20(7 Suppl):S487. Millward SF, Cardella JF, Hsiao A. PMID: 19560033.
      View in: PubMed   Mentions:    Fields:    
    44. High-throughput biology in the postgenomic era. J Vasc Interv Radiol. 2009 Jul; 20(7 Suppl):S488-96. Hsiao A, Kuo MD. PMID: 19560034.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    45. Thrombin receptor and RhoA mediate cell proliferation through integrins and cysteine-rich protein 61. FASEB J. 2008 Nov; 22(11):4011-21. Walsh CT, Radeff-Huang J, Matteo R, Hsiao A, Subramaniam S, Stupack D, Brown JH. PMID: 18687805.
      View in: PubMed   Mentions: 21     Fields:    Translation:HumansCells
    46. Selective modulation of promoter recruitment and transcriptional activity of PPARgamma. Biochem Biophys Res Commun. 2007 Dec 21; 364(3):515-21. Sears DD, Hsiao A, Ofrecio JM, Chapman J, He W, Olefsky JM. PMID: 17963725.
      View in: PubMed   Mentions: 34     Fields:    Translation:AnimalsCells
    47. High-throughput biology in the postgenomic era. J Vasc Interv Radiol. 2006 Jul; 17(7):1077-85. Hsiao A, Kuo MD. PMID: 16868157.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    48. VAMPIRE microarray suite: a web-based platform for the interpretation of gene expression data. Nucleic Acids Res. 2005 Jul 01; 33(Web Server issue):W627-32. Hsiao A, Ideker T, Olefsky JM, Subramaniam S. PMID: 15980550.
      View in: PubMed   Mentions: 58     Fields:    
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