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Geoff Tison, MD, MPH

Photo of Geoff Tison, MD, MPH
Title(s)Associate Professor, Medicine
SchoolSchool of Medicine
AddressSan Francisco CA 94158
PronounsHe/Him/His
ORCID ORCID Icon0000-0002-0310-3326 Additional info
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    Collapse Biography 
    Collapse education and training
    Johns Hopkins School of MedicineMDMD
    Johns Hopkins School of Public HealthMPHEpidemiology and Biostatistics
    Johns Hopkins HospitalInternal Medicine Residency
    UCSFCardiology Fellowship
    UCSFAdvanced Echocardiography Fellowship
    UCSFPreventive Cardiology Fellowship

    Collapse Overview 
    Collapse overview
    Geoff Tison, M.D. M.P.H. is a Cardiologist, Associate Professor in the Division of Cardiology at UCSF and Co-Director of the UCSF Center for Biosignal Research. Dr. Tison earned his Sc.B. in Neuroscience at Brown University and received his M.D. and M.P.H. degrees from the Johns Hopkins Schools of Medicine and Public Health. He completed internal medicine residency at the Johns Hopkins Hospital, and subsequently completed fellowships in clinical cardiology, advanced echocardiography and preventive cardiology at UCSF. He also served as the first UCSF “Digital Cardiology” fellow, where his efforts were focused on validating and improving various digital, mobile and medical-device-based technologies to achieve the greatest impact in clinical care and medical research.

    Research Interests: Dr. Tison brings expertise in clinical research, advanced machine learning algorithms and digital health to bear to further his research goals in cardiovascular disease prevention. An expert in machine learning and artificial intelligence as applied to medicine, he obtained formal training in epidemiology, statistical methods, machine learning and clinical research during his tenure at the Johns Hopkins Bloomberg School of Public Health and as a National Institutes of Health T32 scholar. He has led multiple research projects in large cohorts such as the Multi-Ethnic Study of Atherosclerosis and the Women’s Health Initiative. Dr. Tison is an investigator in the UCSF Health eHeart study and leads several clinical research studies at UCSF. Dr. Tison’s current interests include applying machine learning and deep-learning techniques to large-scale electronic health data from heterogeneous sources in order to achieve the goal of personalized cardiovascular prognosis and disease prevention.

    Clinical Interests: Dr. Tison is a non-invasive cardiologist with expertise in preventive cardiology and advanced echocardiography, including applications of transesophageal echocardiography in structural interventions such as transcatheter aortic valve replacement.

    Collapse Research 
    Collapse research activities and funding
    Deep learning to link normal variation in aortic valve hemodynamics to pathogenesis of aortic stenosis
    NIH R01HL178603Aug 1, 2025 - Jul 31, 2030
    Role: Co-Investigator
    Predicting Patient Instability Non-invasively for Nursing
    NIH R01NR013912Sep 1, 2024 - Nov 30, 2025
    Role: Co-Investigator
    Evaluation of a novel ECG algorithm to identify and predict ventricular tachycardia in ICU and non-ICU patients with in-hospital cardiac arrest
    NIH NHLBI 1R01HL167975Feb 1, 2024 - Jan 31, 2028
    Role: Co-Investigator
    A physiologically-focused approach to training multi-modality AI algorithms in medicine
    NIH Common Fund DP2 HL174046Sep 6, 2023 - Aug 31, 2028
    Role: Principal Investigator
    Developing a platform for deep phenotyping of heart failure with preserved ejection fraction using raw, widely-available, multi-modality data and artificial intelligence algorithms
    NHLBI R56HL161475Sep 13, 2022 - Aug 31, 2025
    Role: Principal Investigator
    Racial/Ethnic Disparities in Heart Failure: A Cross Cohort Collaboration
    NIH R01HL150170Apr 1, 2021 - Mar 31, 2025
    Role: Co-Investigator
    Prospective sudden cardiac death risk stratification using CMR and echocardiography machine learning in mitral valve prolapse
    NIH R01HL153447May 26, 2020 - Apr 30, 2025
    Role: Co-Investigator
    Dynamic prediction of heart failure using real-time functional status and EHR data in the ambulatory setting
    NIH/NHLBI K23HL135274Jan 15, 2018 - Nov 30, 2022
    Role: Principal Investigator
    The Health eHeart Alliance, Phase II
    PCORI PPRN-1306-04709Sep 1, 2015 - Mar 31, 2019
    Role: Co-Investigator

    Collapse ORNG Applications 
    Collapse Featured Publications

    Collapse Featured Content 
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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. CARDIAC-FM: A Multimodal Foundation Model for Cardiovascular Risk Prediction Using ECG and Cardiac MRI. medRxiv. 2026 Mar 18. Li F, Li S, Qian Y, Chen B, Brody JA, Yogeswaran V, Wiggins KL, Sitlani CM, Bis JC, Shojaie A, Longstreth WT, Psaty BM, Tison GH, Du S, Floyd JS, Ye T. PMID: 41891027; PMCID: PMC13015624.
      View in: PubMed   Mentions:
    2. Multiview deep learning improves detection of major cardiac conditions from echocardiography. Nat Cardiovasc Res. 2026 Mar; 5(3):234-245. Barrios JP, Ansari MU, Olgin JE, Abreau S, Delfrate J, Langlais EL, Avram R, Tison GH. PMID: 41844861; PMCID: PMC12995717.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    3. Automated Echocardiographic Detection of Mitral Valve Prolapse and Mitral Regurgitation with Video-based Artificial Intelligence Algorithms. medRxiv. 2026 Mar 02. Ansari MU, Barrios JP, Tastet L, Jhawar R, Cristin L, Rich A, Bibby D, Fang Q, Arya F, Crudo V, Nguyen T, Shah DJ, Delling FN, Tison GH. PMID: 41822682; PMCID: PMC12976903.
      View in: PubMed   Mentions:
    4. A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-biobank and multi-ethnic study of atherosclerosis. Eur Heart J Cardiovasc Imaging. 2026 Feb 27; 27(3):515-526. Masci PG, Andreozzi G, Puyol-Anton E, Abdollahi A, Mospan R, Ruijsink B, Cecelja M, Chowienczyk PJ, Mohamed AT, Young A, Ambale B, Chiribiri A, Tison G, Steves CJ, Lima JAC, Razavi R, Lorenzoni V, King A. PMID: 41343376.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. Foundation models for electrocardiogram interpretation: clinical implications. Eur Heart J. 2026 Jan 22. Nolin-Lapalme A, Sowa A, Delfrate J, Tastet O, Corbin D, Kulbay M, Ozdemir D, Noël MJ, Marois-Blanchet FC, Harvey F, Sharma S, Ansari M, Chiu IM, D'souza V, Friedman SF, Chassé M, Potter BJ, Afilalo J, Elias PA, Jabbour G, Bahani M, Dubé MP, Boyle PM, Chatterjee NA, Barrios J, Tison GH, Ouyang D, Maddah M, Khurshid S, Cadrin-Tourigny J, Tadros R, Hussin J, Avram R. PMID: 41568699.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. Session Introduction: AI and Machine Learning in Clinical Medicine Bridging or Separating Model Intelligence and Human Expertise. Pac Symp Biocomput. 2026; 31:1-11. Haredasht FN, Romano JD, Beaulieu-Jones BK, Kim D, Ioannidis A, Tison GH, Daneshjou R, Chen JH. PMID: 41758129.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Deep Learning Prediction of Left Atrial Structure and Function from 12-lead Electrocardiograms. medRxiv. 2025 Sep 30. Brody JA, Yogeswaran V, Wiggins KL, Sitlani CM, Bis JC, Chen LY, Heckbert SR, Lima JAC, Longstreth WT, Soliman EZ, Tison GH, Ye T, Psaty BM, Shojaie A, Floyd JS. PMID: 41256128; PMCID: PMC12622117.
      View in: PubMed   Mentions:
    8. Moving Beyond the Model: Our Perspective on Meaningful AI Research in Cardiovascular Care. J Am Coll Cardiol. 2025 Sep 09; 86(10):691-695. Jain SS, Mortazavi BJ, Chan You S, Yao X, Lam CSP, Elias P, Poterucha TJ, Avram R, Tison GH, Pirruccello J, Huang C, Wiens J, Schwamm L, Ruan X, Dunn J, Luo Y, Spatz ES, Krumholz HM. PMID: 40903130.
      View in: PubMed   Mentions: 2     Fields:    
    9. Association of ventricular tachycardia burden with 30-day in-hospital mortality in an intensive care unit cohort. Heart Rhythm O2. 2025 Nov; 6(11):1769-1772. Vajta Gomez JP, Pelter MM, Tison GH, Mortara D, Badilini F, Abe-Jones Y, Oreper S, Fang MC, Prasad PA. PMID: 41357282; PMCID: PMC12675054.
      View in: PubMed   Mentions:
    10. Detecting structural heart disease from electrocardiograms using AI. Nature. 2025 Aug; 644(8075):221-230. Poterucha TJ, Jing L, Ricart RP, Adjei-Mosi M, Finer J, Hartzel D, Kelsey C, Long A, Rocha D, Ruhl JA, vanMaanen D, Probst MA, Daniels B, Joshi SD, Tastet O, Corbin D, Avram R, Barrios JP, Tison GH, Chiu IM, Ouyang D, Volodarskiy A, Castillo M, Roedan Oliver FA, Malta PP, Ye S, Rosner GF, Dizon JM, Ali SR, Liu Q, Bradley CK, Vaishnava P, Waksmonski CA, DeFilippis EM, Agarwal V, Lebehn M, Kampaktsis PN, Shames S, Beecy AN, Kumaraiah D, Homma S, Schwartz A, Hahn RT, Leon M, Einstein AJ, Maurer MS, Hartman HS, Hughes JW, Haggerty CM, Elias P. PMID: 40670798; PMCID: PMC12328201.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    11. Phenotyping of Mitral Valve Prolapse Without Severe Mitral Regurgitation Using Electrocardiographic and Echocardiographic Data. JACC Clin Electrophysiol. 2025 Oct; 11(10):2175-2186. Tastet L, Ansari MU, Barrios JP, Cristin L, Jhawar R, Rich A, Bibby D, Fang Q, Arya F, Tison GH, Delling FN. PMID: 40673846.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    12. Lipoprotein(a) and Heart Failure Among Black and White Participants in Atherosclerosis Risk in Communities Study, Framingham Offspring Study, and Multi-Ethnic Study of Atherosclerosis: The Pooling Project. J Am Heart Assoc. 2025 Jun 03; 14(11):e038608. Nomura S, Guan W, Zhang Y, Tison GH, Ikezaki H, Diffenderfer MR, Liu CT, Hoogeveen RC, Ballantyne CM, Schaefer EJ, Tsai MY. PMID: 40417812; PMCID: PMC12229190.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    13. A deep foundation model for electrocardiogram interpretation: enabling rare disease detection through transfer learning. Eur Heart J Digit Health. 2025 Jul; 6(4):619-623. Hu SM, Barrios JP, Tison GH. PMID: 40703125; PMCID: PMC12282392.
      View in: PubMed   Mentions: 1  
    14. Association of Extracoronary Calcification and Incident Heart Failure in the Multiethnic Study of Atherosclerosis (MESA). JACC Heart Fail. 2025 May; 13(5):740-751. Brar S, Goli R, Barrios JP, Blaha MJ, Kianoush S, Pletcher MJ, Nomura SO, Tsai MY, Duan R, Budoff MJ, Szklo M, Tison GH. PMID: 40146086; PMCID: PMC12510633.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    15. Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models. medRxiv. 2025 Mar 05. Nolin-Lapalme A, Sowa A, Delfrate J, Tastet O, Corbin D, Kulbay M, Ozdemir D, Noël MJ, Marois-Blanchet FC, Harvey F, Sharma S, Ansari M, Chiu IM, Dsouza V, Friedman SF, Chassé M, Potter BJ, Afilalo J, Elias PA, Jabbour G, Bahani M, Dubé MP, Boyle PM, Chatterjee NA, Barrios J, Tison GH, Ouyang D, Maddah M, Khurshid S, Cadrin-Tourigny J, Tadros R, Hussin J, Avram R. PMID: 40093248; PMCID: PMC11908279.
      View in: PubMed   Mentions:
    16. A Deep Learning Model for Three-Dimensional Determination of Whole Thoracic Vertebral Bone Mineral Density from Noncontrast Chest CT: The Multi-Ethnic Study of Atherosclerosis. Radiology. 2025 03; 314(3):e242133. Hathaway QA, Kasaeian A, Pan T, Bluemke DA, Ghotbi E, Klein JG, Ibad HA, Dailing C, Tison GH, Barr RG, Post W, Allison M, Lima JAC, Budoff M, Demehri S. PMID: 40067103; PMCID: PMC11950887.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    17. Association Between Elevated Total Homocysteine and Heart Failure Risk in the Multi-Ethnic Study of Atherosclerosis Cohort. J Am Heart Assoc. 2025 Mar 04; 14(5):e038168. Karger AB, Nomura SO, Guan W, Garg PK, Tison GH, Szklo M, Budoff MJ, Tsai MY. PMID: 39968806; PMCID: PMC12132734.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    18. Session Introduction: AI and Machine Learning in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface. Pac Symp Biocomput. 2025; 30:33-39. Nateghi Haredasht F, Kim D, Romano JD, Tison G, Daneshjou R, Chen JH. PMID: 39670359.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    19. Artificial Intelligence in Cardiovascular Clinical Trials. J Am Coll Cardiol. 2024 Nov 12; 84(20):2051-2062. Cunningham JW, Abraham WT, Bhatt AS, Dunn J, Felker GM, Jain SS, Lindsell CJ, Mace M, Martyn T, Shah RU, Tison GH, Fakhouri T, Psotka MA, Krumholz H, Fiuzat M, O'Connor CM, Solomon SD, Heart Failure Collaboratory. PMID: 39505413; PMCID: PMC12178241.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    20. Automated Assessment of Right Atrial Pressure From Ultrasound Videos Using Machine Learning. JACC Adv. 2024 Sep; 3(9):101192. Yurk D, Barrios JP, Labrecque Langlais E, Avram R, Aras MA, Abu-Mostafa Y, Padmanabhan A, Tison GH. PMID: 39372459; PMCID: PMC11450965.
      View in: PubMed   Mentions: 1  
    21. Genetics of Cardiac Aging Implicate Organ-Specific Variation. medRxiv. 2024 Aug 06. Brundage J, Barrios JP, Tison GH, Pirruccello JP. PMID: 39148824; PMCID: PMC11326326.
      View in: PubMed   Mentions:
    22. Evaluation of stenoses using AI video models applied to coronary angiography. NPJ Digit Med. 2024 May 23; 7(1):138. Labrecque Langlais É, Corbin D, Tastet O, Hayek A, Doolub G, Mrad S, Tardif JC, Tanguay JF, Marquis-Gravel G, Tison GH, Kadoury S, Le W, Gallo R, Lesage F, Avram R. PMID: 38783037; PMCID: PMC11116436.
      View in: PubMed   Mentions: 9  
    23. Artificial Intelligence to Complement, Not Replace, Clinical Knowledge: Reading Between the Lines. JACC CardioOncol. 2024 Apr; 6(2):264-266. Barrios JP, Seshadri MR, Tison GH. PMID: 38774016; PMCID: PMC11103038.
      View in: PubMed   Mentions:
    24. Artificial Intelligence in Cardiovascular Care-Part 2: Applications: JACC Review Topic of the Week. J Am Coll Cardiol. 2024 Jun 18; 83(24):2487-2496. Jain SS, Elias P, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein AJ, Avram R, Tison GH, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. PMID: 38593945; PMCID: PMC12215878.
      View in: PubMed   Mentions: 27     Fields:    Translation:Humans
    25. Artificial Intelligence for Cardiovascular Care-Part 1: Advances: JACC Review Topic of the Week. J Am Coll Cardiol. 2024 Jun 18; 83(24):2472-2486. Elias P, Jain SS, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein AJ, Avram R, Tison GH, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. PMID: 38593946.
      View in: PubMed   Mentions: 39     Fields:    Translation:Humans
    26. Continuous Atrial Fibrillation Monitoring From Photoplethysmography: Comparison Between Supervised Deep Learning and Heuristic Signal Processing. JACC Clin Electrophysiol. 2024 02; 10(2):334-345. Antiperovitch P, Mortara D, Barrios J, Avram R, Yee K, Khaless AN, Cristal A, Tison G, Olgin J. PMID: 38340117.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    27. A generalizable electrocardiogram-based artificial intelligence model for 10-year heart failure risk prediction. Cardiovasc Digit Health J. 2023 Dec; 4(6):183-190. Butler L, Karabayir I, Kitzman DW, Alonso A, Tison GH, Chen LY, Chang PP, Clifford G, Soliman EZ, Akbilgic O. PMID: 38222101; PMCID: PMC10787146.
      View in: PubMed   Mentions: 7  
    28. Patient-Level Artificial Intelligence-Enhanced Electrocardiography in Hypertrophic Cardiomyopathy: Longitudinal Treatment and Clinical Biomarker Correlations. JACC Adv. 2023 Oct; 2(8). Siontis KC, Abreau S, Attia ZI, Barrios JP, Dewland TA, Agarwal P, Balasubramanyam A, Li Y, Lester SJ, Masri A, Wang A, Sehnert AJ, Edelberg JM, Abraham TP, Friedman PA, Olgin JE, Noseworthy PA, Tison GH. PMID: 38076758; PMCID: PMC10702858.
      View in: PubMed   Mentions: 8  
    29. CathAI: fully automated coronary angiography interpretation and stenosis estimation. NPJ Digit Med. 2023 Aug 11; 6(1):142. Avram R, Olgin JE, Ahmed Z, Verreault-Julien L, Wan A, Barrios J, Abreau S, Wan D, Gonzalez JE, Tardif JC, So DY, Soni K, Tison GH. PMID: 37568050; PMCID: PMC10421915.
      View in: PubMed   Mentions: 22  
    30. Identifying Mitral Valve Prolapse at Risk for Arrhythmias and Fibrosis From Electrocardiograms Using Deep Learning. JACC Adv. 2023 Aug; 2(6). Tison GH, Abreau S, Barrios J, Lim LJ, Yang M, Crudo V, Shah DJ, Nguyen T, Hu G, Dixit S, Nah G, Arya F, Bibby D, Lee Y, Delling FN. PMID: 37936601; PMCID: PMC10629907.
      View in: PubMed   Mentions: 10  
    31. Identification of supraventricular tachycardia mechanisms with surface electrocardiograms using a convolutional neural network. Heart Rhythm O2. 2023 Aug; 4(8):491-499. Higuchi S, Li R, Gerstenfeld EP, Liem LB, Im SI, Kalantarian S, Ansari M, Abreau S, Barrios J, Scheinman MM, Tison GH. PMID: 37645266; PMCID: PMC10461210.
      View in: PubMed   Mentions: 1  
    32. Interindividual Variability in Self-Monitoring of Blood Pressure Using Consumer-Purchased Wireless Devices. Nurs Res. 2023 Jul-Aug 01; 72(4):310-318. Zheng Y, Zhang Y, Huang H, Tison GH, Burke LE, Blecker S, Dickson VV, Olgin JE, Marcus GM, Pletcher MJ. PMID: 37350699; PMCID: PMC10299813.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    33. Automated Assessment of Cardiac Systolic Function From Coronary Angiograms With Video-Based Artificial Intelligence Algorithms. JAMA Cardiol. 2023 06 01; 8(6):586-594. Avram R, Barrios JP, Abreau S, Goh CY, Ahmed Z, Chung K, So DY, Olgin JE, Tison GH. PMID: 37163297; PMCID: PMC10267763.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    34. Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury. Sci Rep. 2023 02 27; 13(1):3364. Chaudhari GR, Mayfield JJ, Barrios JP, Abreau S, Avram R, Olgin JE, Tison GH. PMID: 36849487; PMCID: PMC9969952.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    35. Electrocardiogram Detection of Pulmonary Hypertension Using Deep Learning. J Card Fail. 2023 07; 29(7):1017-1028. Aras MA, Abreau S, Mills H, Radhakrishnan L, Klein L, Mantri N, Rubin B, Barrios J, Chehoud C, Kogan E, Gitton X, Nnewihe A, Quinn D, Bridges C, Butte AJ, Olgin JE, Tison GH. PMID: 36706977; PMCID: PMC10363571.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    36. Advancing cardiovascular medicine with machine learning: Progress, potential, and perspective. Cell Rep Med. 2022 12 20; 3(12):100869. Barrios JP, Tison GH. PMID: 36543095; PMCID: PMC9798021.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    37. Worldwide physical activity trends since COVID-19 onset. Lancet Glob Health. 2022 10; 10(10):e1381-e1382. Tison GH, Barrios J, Avram R, Kuhar P, Bostjancic B, Marcus GM, Pletcher MJ, Olgin JE. PMID: 36057269; PMCID: PMC9432866.
      View in: PubMed   Mentions: 38     Fields:    Translation:HumansCells
    38. Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease. J Am Coll Cardiol. 2022 08 09; 80(6):613-626. Elias P, Poterucha TJ, Rajaram V, Moller LM, Rodriguez V, Bhave S, Hahn RT, Tison G, Abreau SA, Barrios J, Torres JN, Hughes JW, Perez MV, Finer J, Kodali S, Khalique O, Hamid N, Schwartz A, Homma S, Kumaraiah D, Cohen DJ, Maurer MS, Einstein AJ, Nazif T, Leon MB, Perotte AJ. PMID: 35926935.
      View in: PubMed   Mentions: 63     Fields:    Translation:Humans
    39. Assessment of Disease Status and Treatment Response With Artificial Intelligence-Enhanced Electrocardiography in Obstructive Hypertrophic Cardiomyopathy. J Am Coll Cardiol. 2022 03 15; 79(10):1032-1034. Tison GH, Siontis KC, Abreau S, Attia Z, Agarwal P, Balasubramanyam A, Li Y, Sehnert AJ, Edelberg JM, Friedman PA, Olgin JE, Noseworthy PA, PIONEER-OLE Investigators. PMID: 35272798; PMCID: PMC10101773.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    40. Using machine learning to uncover heterogeneity of beta blocker response in heart failure. Cell Rep Med. 2022 01 18; 3(1):100504. Tison GH. PMID: 35106513; PMCID: PMC8784765.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    41. Performance of a Convolutional Neural Network and Explainability Technique for 12-Lead Electrocardiogram Interpretation. JAMA Cardiol. 2021 11 01; 6(11):1285-1295. Hughes JW, Olgin JE, Avram R, Abreau SA, Sittler T, Radia K, Hsia H, Walters T, Lee B, Gonzalez JE, Tison GH. PMID: 34347007; PMCID: PMC8340011.
      View in: PubMed   Mentions: 52     Fields:    Translation:Humans
    42. Predictors of incident SARS-CoV-2 infections in an international prospective cohort study. BMJ Open. 2021 09 21; 11(9):e052025. Lin A, Vittinghoff E, Olgin J, Peyser N, Aung S, Joyce S, Yang V, Hwang J, Avram R, Nah G, Tison GH, Beatty A, Runge R, Wen D, Butcher X, Horner C, Eitel H, Pletcher M, Marcus GM. PMID: 34548363; PMCID: PMC8457993.
      View in: PubMed   Mentions: 9     Fields:    Translation:HumansCells
    43. Predicting Incident Heart Failure in Women With Machine Learning: The Women's Health Initiative Cohort. Can J Cardiol. 2021 11; 37(11):1708-1714. Tison GH, Avram R, Nah G, Klein L, Howard BV, Allison MA, Casanova R, Blair RH, Breathett K, Foraker RE, Olgin JE, Parikh NI. PMID: 34400272; PMCID: PMC8642266.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    44. Predictors of incident viral symptoms ascertained in the era of COVID-19. PLoS One. 2021; 16(6):e0253120. Marcus GM, Olgin JE, Peyser ND, Vittinghoff E, Yang V, Joyce S, Avram R, Tison GH, Wen D, Butcher X, Eitel H, Pletcher MJ. PMID: 34138915; PMCID: PMC8211176.
      View in: PubMed   Mentions: 5     Fields:    Translation:HumansCellsPHPublic Health
    45. Finding New Meaning in Everyday Electrocardiograms-Leveraging Deep Learning to Expand Our Diagnostic Toolkit. JAMA Cardiol. 2021 05 01; 6(5):493-494. Tison GH. PMID: 33566060.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    46. Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior. NPJ Digit Med. 2021 Apr 20; 4(1):74. Aschbacher K, Hendershot CS, Tison G, Hahn JA, Avram R, Olgin JE, Marcus GM. PMID: 33879844; PMCID: PMC8058037.
      View in: PubMed   Mentions: 8  
    47. Leveraging innovative technology to generate drug response phenotypes for the advancement of biomarker-driven precision dosing. Clin Transl Sci. 2021 05; 14(3):784-790. Oni-Orisan A, Srinivas N, Mehta K, Das JL, Nguyen TT, Tison GH, Bauer SR, Burian M, Funk RS, Graham RA, Biomarkers and Translational Tools Community Working Group of the American Society for Clinical Phar. PMID: 33421282; PMCID: PMC8212753.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    48. Comparison of the Physical Activity Measured by a Consumer Wearable Activity Tracker and That Measured by Self-Report: Cross-Sectional Analysis of the Health eHeart Study. JMIR Mhealth Uhealth. 2020 12 29; 8(12):e22090. Beagle AJ, Tison GH, Aschbacher K, Olgin JE, Marcus GM, Pletcher MJ. PMID: 33372896; PMCID: PMC7803477.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    49. Echocardiographic assessment of pulmonary arterial capacitance predicts mortality in pulmonary hypertension. J Cardiol. 2021 03; 77(3):279-284. Papolos A, Tison GH, Mayfield J, Vasti E, DeMarco T. PMID: 33158713; PMCID: PMC8452137.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    50. Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council. JACC Cardiovasc Imaging. 2020 09; 13(9):2017-2035. Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, Piccirilli M, Pernot M, Yanamala N, Duchateau N, Kagiyama N, Bernard O, Slomka P, Deo R, Arnaout R. PMID: 32912474; PMCID: PMC7953597.
      View in: PubMed   Mentions: 97     Fields:    Translation:Humans
    51. Assessment of Accelerometer-Based Physical Activity During the 2017-2018 California Wildfire Seasons. JAMA Netw Open. 2020 09 01; 3(9):e2018116. Rosenthal DG, Vittinghoff E, Tison GH, Pletcher MJ, Olgin JE, Grandis DJ, Marcus GM. PMID: 32997120; PMCID: PMC7527871.
      View in: PubMed   Mentions: 7     Fields:    Translation:HumansPHPublic Health
    52. A digital biomarker of diabetes from smartphone-based vascular signals. Nat Med. 2020 10; 26(10):1576-1582. Avram R, Olgin JE, Kuhar P, Hughes JW, Marcus GM, Pletcher MJ, Aschbacher K, Tison GH. PMID: 32807931; PMCID: PMC8483886.
      View in: PubMed   Mentions: 48     Fields:    Translation:Humans
    53. Worldwide Effect of COVID-19 on Physical Activity: A Descriptive Study. Ann Intern Med. 2020 11 03; 173(9):767-770. Tison GH, Avram R, Kuhar P, Abreau S, Marcus GM, Pletcher MJ, Olgin JE. PMID: 32598162; PMCID: PMC7384265.
      View in: PubMed   Mentions: 409     Fields:    Translation:HumansPHPublic Health
    54. Physical activity and atrial fibrillation: Data from wearable fitness trackers. Heart Rhythm. 2020 05; 17(5 Pt B):842-846. Semaan S, Dewland TA, Tison GH, Nah G, Vittinghoff E, Pletcher MJ, Olgin JE, Marcus GM. PMID: 32354448; PMCID: PMC8580729.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    55. Atrial fibrillation detection from raw photoplethysmography waveforms: A deep learning application. Heart Rhythm O2. 2020 Apr; 1(1):3-9. Aschbacher K, Yilmaz D, Kerem Y, Crawford S, Benaron D, Liu J, Eaton M, Tison GH, Olgin JE, Li Y, Marcus GM. PMID: 34113853; PMCID: PMC8183963.
      View in: PubMed   Mentions: 24  
    56. Artificial Intelligence in Cardiovascular Imaging. Methodist Debakey Cardiovasc J. 2020 Apr-Jun; 16(2):138-145. Lim LJ, Tison GH, Delling FN. PMID: 32670474; PMCID: PMC7350824.
      View in: PubMed   Mentions: 28     Fields:    Translation:Humans
    57. The Rise of Open-Sourced Machine Learning in Small and Imbalanced Datasets: Predicting In-Stent Restenosis. Can J Cardiol. 2020 10; 36(10):1574-1576. Avram R, Olgin JE, Tison GH. PMID: 32628923.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    58. Pulmonary arterial capacitance predicts outcomes in patients with pulmonary hypertension independent of race/ethnicity, sex, and etiology. Respir Med. 2020 03; 163:105891. Mayfield JJ, Papolos A, Vasti E, De Marco T, Tison GH. PMID: 32056840; PMCID: PMC7357872.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    59. Association of Machine Learning-Derived Phenogroupings of Echocardiographic Variables with Heart Failure in Stable Coronary Artery Disease: The Heart and Soul Study. J Am Soc Echocardiogr. 2020 03; 33(3):322-331.e1. Mishra RK, Tison GH, Fang Q, Scherzer R, Whooley MA, Schiller NB. PMID: 31948711; PMCID: PMC7357873.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    60. Will the smartphone become a useful tool to promote physical activity?. The Lancet Digital Health. 2019; 1(7):PE322-E323. Tison GH, Marcus GM. View Publication.
    61. Will the smartphone become a useful tool to promote physical activity? Lancet Digit Health. 2019 11; 1(7):e322-e323. Tison GH, Marcus GM. PMID: 33323203.
      View in: PubMed   Mentions: 8     Fields:    
    62. Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. Circ Cardiovasc Qual Outcomes. 2019 09; 12(9):e005289. Tison GH, Zhang J, Delling FN, Deo RC. PMID: 31525078; PMCID: PMC6951431.
      View in: PubMed   Mentions: 88     Fields:    Translation:Humans
    63. Real-world heart rate norms in the Health eHeart study. NPJ Digit Med. 2019; 2:58. Avram R, Tison GH, Aschbacher K, Kuhar P, Vittinghoff E, Butzner M, Runge R, Wu N, Pletcher MJ, Marcus GM, Olgin J. PMID: 31304404; PMCID: PMC6592896.
      View in: PubMed   Mentions: 54  
    64. Echocardiographic determination of pulmonary arterial capacitance. Int J Cardiovasc Imaging. 2019 Sep; 35(9):1581-1586. Papolos A, Fan E, Wagle RR, Foster E, Boyle AJ, Yeghiazarians Y, MacGregor JS, Grossman W, Schiller NB, Ganz P, Tison GH. PMID: 30968263; PMCID: PMC6760838.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    65. Publisher Correction: Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network. Nat Med. 2019 Mar; 25(3):530. Hannun AY, Rajpurkar P, Haghpanahi M, Tison GH, Bourn C, Turakhia MP, Ng AY. PMID: 30679787; PMCID: PMC6800127.
      View in: PubMed   Mentions: 9     Fields:    
    66. Temporal patterns of self-weighing behavior and weight changes assessed by consumer purchased scales in the Health eHeart Study. J Behav Med. 2019 Oct; 42(5):873-882. Zheng Y, Sereika SM, Burke LE, Olgin JE, Marcus GM, Aschbacher K, Tison GH, Pletcher MJ. PMID: 30649648; PMCID: PMC6635083.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    67. Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network. Nat Med. 2019 01; 25(1):65-69. Hannun AY, Rajpurkar P, Haghpanahi M, Tison GH, Bourn C, Turakhia MP, Ng AY. PMID: 30617320; PMCID: PMC6784839.
      View in: PubMed   Mentions: 764     Fields:    Translation:Humans
    68. Fully Automated Echocardiogram Interpretation in Clinical Practice. Circulation. 2018 10 16; 138(16):1623-1635. Zhang J, Gajjala S, Agrawal P, Tison GH, Hallock LA, Beussink-Nelson L, Lassen MH, Fan E, Aras MA, Jordan C, Fleischmann KE, Melisko M, Qasim A, Shah SJ, Bajcsy R, Deo RC. PMID: 30354459; PMCID: PMC6200386.
      View in: PubMed   Mentions: 396     Fields:    Translation:Humans
    69. Identifying heart failure using EMR-based algorithms. Int J Med Inform. 2018 12; 120:1-7. Tison GH, Chamberlain AM, Pletcher MJ, Dunlay SM, Weston SA, Killian JM, Olgin JE, Roger VL. PMID: 30409334; PMCID: PMC6233734.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    70. Passive Detection of Atrial Fibrillation Using a Commercially Available Smartwatch. JAMA Cardiol. 2018 05 01; 3(5):409-416. Tison GH, Sanchez JM, Ballinger B, Singh A, Olgin JE, Pletcher MJ, Vittinghoff E, Lee ES, Fan SM, Gladstone RA, Mikell C, Sohoni N, Hsieh J, Marcus GM. PMID: 29562087; PMCID: PMC5875390.
      View in: PubMed   Mentions: 204     Fields:    Translation:Humans
    71. Thoracic extra-coronary calcification for the prediction of stroke: The Multi-Ethnic Study of Atherosclerosis. Atherosclerosis. 2017 Dec; 267:61-67. Kianoush S, Al Rifai M, Cainzos-Achirica M, Al-Mallah MH, Tison GH, Yeboah J, Miedema MD, Allison MA, Wong ND, DeFilippis AP, Longstreth W, Nasir K, Budoff MJ, Matsushita K, Blaha MJ. PMID: 29100062; PMCID: PMC5705470.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    72. Measurement of brachial artery endothelial function using a standard blood pressure cuff. Physiol Meas. 2015 Nov; 36(11):2247-68. Maltz JS, Tison GH, Alley HF, Budinger TF, Owens CD, Olgin J. PMID: 26393958; PMCID: PMC4933653.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    73. Perceptions, Information Sources, and Behavior Regarding Alcohol and Heart Health. Am J Cardiol. 2015 Aug 15; 116(4):642-6. Whitman IR, Pletcher MJ, Vittinghoff E, Imburgia KE, Maguire C, Bettencourt L, Sinha T, Parsnick T, Tison GH, Mulvanny CG, Olgin JE, Marcus GM. PMID: 26092272; PMCID: PMC4522219.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    74. Relation of Anthropometric Obesity and Computed Tomography Measured Nonalcoholic Fatty Liver Disease (from the Multiethnic Study of Atherosclerosis). Am J Cardiol. 2015 Aug 15; 116(4):541-6. Tison GH, Blaha MJ, Nasir K, Blumenthal RS, Szklo M, Ding J, Budoff MJ. PMID: 26070222; PMCID: PMC4522195.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    75. Multisite extracoronary calcification indicates increased risk of coronary heart disease and all-cause mortality: The Multi-Ethnic Study of Atherosclerosis. J Cardiovasc Comput Tomogr. 2015 Sep-Oct; 9(5):406-14. Tison GH, Guo M, Blaha MJ, McClelland RL, Allison MA, Szklo M, Wong ND, Blumenthal RS, Budoff MJ, Nasir K. PMID: 26043963; PMCID: PMC4582663.
      View in: PubMed   Mentions: 42     Fields:    Translation:Humans
    76. The relationship of insulin resistance and extracoronary calcification in the multi-ethnic study of atherosclerosis. Atherosclerosis. 2011 Oct; 218(2):507-10. Tison GH, Blaha MJ, Budoff MJ, Katz R, Rivera JJ, Bertoni AG, Wong ND, Blumenthal RS, Szklo M, Eng J, Tracy R, Nasir K. PMID: 21798541; PMCID: PMC3185155.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    77. Usefulness of baseline obesity to predict development of a high ankle brachial index (from the Multi-Ethnic Study of Atherosclerosis). Am J Cardiol. 2011 May 01; 107(9):1386-91. Tison GH, Ndumele CE, Gerstenblith G, Allison MA, Polak JF, Szklo M. PMID: 21377643; PMCID: PMC3079000.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    78. Atherosclerosis imaging in multiple vascular beds--enough heterogeneity to improve risk prediction? Atherosclerosis. 2011 Feb; 214(2):261-3. Tison GH, Blaha MJ, Nasir K. PMID: 21130991.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansPHPublic Health
    79. Influences of general and traditional Chinese beliefs on the decision to donate blood among employer-organized and volunteer donors in Beijing, China. Transfusion. 2007 Oct; 47(10):1871-9. Tison GH, Liu C, Ren F, Nelson K, Shan H. PMID: 17880614.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    80. Ethanol impairs insulin-stimulated neuronal survival in the developing brain: role of PTEN phosphatase. J Biol Chem. 2003 Jul 18; 278(29):26929-37. Xu J, Yeon JE, Chang H, Tison G, Chen GJ, Wands J, de la Monte S. PMID: 12700235.
      View in: PubMed   Mentions: 88     Fields:    Translation:HumansAnimalsCells
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