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R

Ron Do

mount sinai

65H-index
284Paper Count
5.1WCitation Count
Published Papers 111
Publication Date
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Capturing multi-disease states on a spectrum with machine learning and routine clinical data
errMed
IF11.8
err2026-05-28
err0
PREAI
errIain S. Forrest; Ben O. Petrazzini; Robert Chen; Ashira D. Blazer; Sascha N. Goonewardena; Kuan-lin Huang; Judy Cho; Girish N. Nadkarni; Alexander D. Charney; Robert S. Rosenson; Ghislain Rocheleau; Daniel M. Jordan; Ron Do
errShare
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Three-year risk prediction of aortic stenosis using routine medical records: derivation and validation in 919 954 individuals from two cohorts
errEuropean Heart Journal - Digital Health
IF4.4
err2026-03-02
err0
errOAAI
errBen O Petrazzini; Waqas A Malick; Stamatios Lerakis; Lori B Croft; Ghislain Rocheleau; Robert S Rosenson; Ron Do; null
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errSave
Genomic and transcriptomic analyses of aortic stenosis enhance therapeutic target discovery and disease prediction
errNature Genetics
IF29
err2025-12-19
err0
errOAAI
errAeron M. Small; Ta-Yu Yang; Shinsuke Itoh; Sébastien Thériault; Line Dufresne; Ryo Kurosawa; Issei Komuro; Koichi Matsuda; Ha My T. Vy; Eric H. Farber-Eger; Lauren Lee Shaffer; Kristin M. Boulier; Kristin M. Corey; Megan E. Ramaker; Fabien Laporte; Jean-Jacques Schott; Solena Le Scouarnec; Sasha A. Singh; Abhijeet R. Sonawane; Harry A. Smith; Nicholas Rafaels; Jonas Ghouse; Anna A. Raja; Sisse R. Ostrowski; Erik Sørensen; Christina Mikkelsen; Ole B. Pedersen; Christian Erikstrup; Henrik Ullum; Gardar Sveinbjornsson; Daniel F. Gudbjartsson; Erik Abner; Jiwoo Lee; Andrea Ganna; Ulrike Nowak-Göttl; Sarah Finer; Johannes Schumacher; Carlo Maj; Baravan Al-Kassou; Georg Nickenig; Teresa Trenkwalder; Martina Dreβen; Markus Krane; Markus M. Nöthen; Marta R. Moksnes; Ben M. Brumpton; Stacey Knight; Kirk U. Knowlton; Lincoln Nadauld; Radek Debiec; Muntaser D. Musameh; Peter S. Braund; Christopher P. Nelson; Tomasz Czuba; Olle Melander; Margaret Sunitha Selvaraj; Satoshi Koyama; Rohan Bhukar; Yunfeng Ruan; Johan Ljungberg; Scott M. Damrauer; Michael G. Levin; Andre Franke; Klaus Berger; Christian T. Ruff; Giorgio E. M. Melloni; Frederick K. Kamanu; Kaoru Ito; Ron Do; Ruth J. F. Loos; Heribert Schunkert; Quinn S. Wells; Svati H. Shah; Thierry Le Tourneau; David Messika-Zeitoun; Christopher Gignoux; Henning Bundgaard; Susanna C. Larsson; Karl Michaëlsson; Hilma Holm; Anna Helgadottir; Tonu Esko; David A. van Heel; Patrick Mathieu; Nilesh J. Samani; J. Gustav Smith; Stefan Söderberg; Daniel J. Rader; Nicholas A. Marston; Marc S. Sabatine; Bogdan Pasaniuc; Kelly Cho; Peter W. F. Wilson; Christopher J. O’Donnell; Kari Stefansson; Yohan Bossé; Elena Aikawa; James C. Engert; Gina M. Peloso; Pradeep Natarajan; George Thanassoulis
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ChatGPT-Assisted Glaucoma Diagnosis: A Health-Equitable Multi-Ancestry Analysis using Visual Field and Optical Coherence Tomography Data
errAmerican Journal of Ophthalmology
IF4.2
err2025-12-03
err0
errOAAI
errAndy S. Huang; Anthony Fam; Hetince Zhao; Nicole Paulescu; Anna Fabczak-Kubicka; Janey L. Wiggs; Nazlee Zebardast; David S. Friedman; Ron Do; Kanza Aziz; Jae Hee Kang; Tobias Elze; Mengyu Wang; Alon Harris; Tak Yee Tania Tai; James C. Tsai; Louis R. Pasquale
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Author Correction: Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
errNature Genetics
IF29
err2025-11-28
err0
PREAI
errDavid S. M. Lee; Kathleen M. Cardone; David Y. Zhang; Noah L. Tsao; Sarah Abramowitz; Pranav Sharma; John S. DePaolo; Mitchell Conery; Krishna G. Aragam; Kiran Biddinger; Ozan Dikilitas; Lily Hoffman-Andrews; Renae L. Judy; Atlas Khan; Iftikhar J. Kullo; Megan J. Puckelwartz; Nosheen Reza; Benjamin A. Satterfield; Pankhuri Singhal; Zoltan Arany; Thomas P. Cappola; Eric D. Carruth; Sharlene M. Day; Ron Do; Christopher M. Haggerty; Jacob Joseph; Elizabeth M. McNally; Girish Nadkarni; Anjali T. Owens; Daniel J. Rader; Marylyn D. Ritchie; Yan V. Sun; Benjamin F. Voight; Michael G. Levin; Scott M. Damrauer
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errSave
Genomics of drug target prioritization for complex diseases
errNature Reviews Genetics
IF52
err2025-11-06
err0
PREAI
errRobert Chen; Áine Duffy; Ron Do
errShare
errSave
Machine learning–based penetrance of genetic variants
errScience
IF45.8
err2025-08-28
err0
PREAI
errIain S. Forrest; Ha My T. Vy; Ghislain Rocheleau; Daniel M. Jordan; Ben O. Petrazzini; Girish N. Nadkarni; Judy H. Cho; Mythily Ganapathi; Kuan-Lin Huang; Wendy K. Chung; Ron Do
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errSave
Genetic analyses of eight complex diseases using predicted continuous representations of disease
errCell Reports Methods
IF4.5
err2025-07-25
err0
errOAAI
errRobert Chen; Ghislain Rocheleau; Ben Omega Petrazzini; Iain S. Forrest; Joshua K. Park; Áine Duffy; Ha My T. Vy; Daniel Jordan; Ron Do
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errSave
AHA PREVENT Equations and Cardiovascular Disease Risk in Diverse Health Care Populations
errJournal of the American College of Cardiology
IF22.3
err2025-07-14
err0
errOAAI
errSo Mi Jemma Cho; Michael Levin; Robert Chen; Ryan Samarakoon; Renae Judy; Katherine Hartmann; Darina Postupaka; Victoria Viscosi; Eric Farber-Eger; Akl C. Fahed; Michael C. Honigberg; Chirag J. Patel; Whitney Hornsby; Quinn S. Wells; Scott M. Damrauer; Ron Do; Pradeep Natarajan
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Gene therapy and genome editing for lipoprotein disorders
errEUROPEAN HEART JOURNAL
IF35.6
err2025-07-01
err4
errOAAI
errGurevitz, Chen; Bajaj, Archna; Khera, Amit, V; Do, Ron; Schunkert, Heribert; Musunuru, Kiran; Rosenson, Robert S.
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errSave
Using large-scale population-based data to improve disease risk assessment of clinical variants
errNature Genetics
IF0
err2025-06-23
err0
PREAI
errIain S. Forrest; Kuan-Lin Huang; Julie M. Eggington; Wendy K. Chung; Daniel M. Jordan; Ron Do
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errSave
Associations between pathophysiological traits and symptom development in retrospective analysis of V30M and V122I transthyretin amyloidosis
errIJC Heart & Vasculature
IF2.5
err2025-06-01
err0
PREAI
errSameer U. Kini; Ha My Thi Vy; Madhav Subramanian; Parasuram M. Krishnamoorthy; Son Q. Duong; Ghislain Rocheleau; Jagat Narula; Ron Do; Girish N. Nadkarni
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Rare damaging CCR2 variants are associated with lower lifetime cardiovascular risk
errGENOME MEDICINE
IF11.2
err2025-03-21
err1
errOAAI
errGeorgakis, Marios K.; Malik, Rainer; Bounkari, Omar El; Hasbani, Natalie R.; Li, Jiang; Huffman, Jennifer E.; Shakt, Gabrielle; Tack, Reinier W. P.; Kimball, Tamara N.; Asare, Yaw; Morrison, Alanna C.; Tsao, Noah L.; Judy, Renae; Mitchell, Braxton D.; Xu, Huichun; Montasser, May E.; Do, Ron; Kenny, Eimear E.; Loos, Ruth J. F.; Terry, James G.; Carr, John Jeffrey; Bis, Joshua C.; Psaty, Bruce M.; Longstreth, W. T.; Young, Kendra A.; Lutz, Sharon M.; Cho, Michael H.; Broome, Jai; Khan, Alyna T.; Wang, Fei Fei; Heard-Costa, Nancy; Seshadri, Sudha; Vasan, Ramachandran S.; Palmer, Nicholette D.; Freedman, Barry I.; Bowden, Donald W.; Yanek, Lisa R.; Kral, Brian G.; Becker, Lewis C.; Peyser, Patricia A.; Bielak, Lawrence F.; Ammous, Farah; Carson, April P.; Hall, Michael E.; Raffield, Laura M.; Rich, Stephen S.; Post, Wendy S.; Tracy, Russel P.; Taylor, Kent D.; Guo, Xiuqing; Mahaney, Michael C.; Curran, Joanne E.; Blangero, John; Clarke, Shoa L.; Haessler, Jeffrey W.; Hu, Yao; Assimes, Themistocles L.; Kooperberg, Charles; Bernhagen, Juergen; Anderson, Christopher D.; Damrauer, Scott M.; Zand, Ramin; Rotter, Jerome I.; de Vries, Paul S.; Dichgans, Martin
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Does Age Modify the Relation Between Genetic Predisposition to Glaucoma and Various Glaucoma Traits in the UK Biobank?
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2025-02-21
err0
errOAAI
errKim, Jihye; Kang, Jae H.; Wiggs, Janey L.; Zhao, Hetince; Li, Keva; Zebardast, Nazlee; Segre, Ayellet; Friedman, David S.; Do, Ron; Khawaja, Anthony P.; Aschard, Hugues; Pasquale, Louis R.
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errSave
Unveiling the Genetic Landscape of Coronary Artery Disease Through Common and Rare Structural Variants
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2025-02-18
err1
errOAAI
errIyer, Kruthika R.; Clarke, Shoa L.; Guarischi-Sousa, Rodrigo; Gjoni, Ketrin; Heath, Adam S.; Young, Erica P.; Stitziel, Nathan O.; Laurie, Cecelia; Broome, Jai G.; Khan, Alyna T.; Lewis, Joshua P.; Xu, Huichun; Montasser, May E.; Ashley, Kellan E.; Hasbani, Natalie R.; Boerwinkle, Eric; Morrison, Alanna C.; Chami, Nathalie; Do, Ron; Rocheleau, Ghislain; Lloyd-Jones, Donald M.; Lemaitre, Rozenn N.; Bis, Joshua C.; Floyd, James S.; Kinney, Gregory L.; Bowden, Donald W.; Palmer, Nicholette D.; Benjamin, Emelia J.; Nayor, Matthew; Yanek, Lisa R.; Kral, Brian G.; Becker, Lewis C.; Kardia, Sharon L. R.; Smith, Jennifer A.; Bielak, Lawrence F.; Norwood, Arnita F.; Min, Yuan-I; Carson, April P.; Post, Wendy S.; Rich, Stephen S.; Herrington, David; Guo, Xiuqing; Taylor, Kent D.; Manson, JoAnn E.; Franceschini, Nora; Pollard, Katherine S.; Mitchell, Braxton D.; Loos, Ruth J. F.; Fornage, Myriam; Hou, Lifang; Psaty, Bruce M.; Young, Kendra A.; Regan, Elizabeth A.; Freedman, Barry I.; Vasan, Ramachandran S.; Levy, Daniel; Mathias, Rasika A.; Peyser, Patricia A.; Raffield, Laura M.; Kooperberg, Charles; Reiner, Alex P.; Rotter, Jerome I.; Jun, Goo; de Vries, Paul S.; Assimes, Themistocles L.
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Evaluation of a machine learning-based metabolic marker for coronary artery disease in the UK Biobank
errATHEROSCLEROSIS
IF5.7
err2025-02-01
err0
PREAI
errGibson, Kyle; Forrest, Iain S.; Petrazzini, Ben O.; Duffy, Aine; Park, Joshua K.; Malick, Waqas; Rosenson, Robert S.; Rocheleau, Ghislain; Jordan, Daniel M.; Do, Ron
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Use of Diagnostic Codes for Primary Open-Angle Glaucoma Polygenic Risk Score Construction in Electronic Health Record-Linked Biobanks
errAMERICAN JOURNAL OF OPHTHALMOLOGY
IF4.2
err2024-11-01
err1
PREAI
errTran, Jessica H.; Kang, Joyce; Han, Elaine; Gupta, Urvi; Seresirikachorn, Kasem; Vy, Ha My T.; Zhao, Yan; Rocheleau, Ghislain; Luo, Yuyang; Lee, Rachel; Do, Ron; Friedman, David S.; Kang, Jae H.; Wiggs, Janey L.; Pasquale, Louis R.; Segre, Ayellet, V; Zebardast, Nazlee
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errSave
Expanding drug targets for 112 chronic diseases using a machine learning-assisted genetic priority score
errNATURE COMMUNICATIONS
IF15.7
err2024-10-15
err0
errOAAI
errChen, Robert; Duffy, Aine; Petrazzini, Ben O.; Vy, Ha My; Stein, David; Mort, Matthew; Park, Joshua K.; Schlessinger, Avner; Itan, Yuval; Cooper, David N.; Jordan, Daniel M.; Rocheleau, Ghislain; Do, Ron
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Hypertriglyceridemia-induced acute pancreatitis in pregnancy associated with CREB3L3 mutation
errJOURNAL OF CLINICAL LIPIDOLOGY
IF4.6
err2024-10-01
err0
PREAI
errGurevitz, Chen; Mechanick, Jeffrey I.; Do, Ron; Rosenson, Robert S.
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Integration of observational and causal evidence for the association between adiposity and 17 gastrointestinal outcomes: An umbrella review and meta-analysis
errOBESITY REVIEWS
IF7.4
err2024-09-04
err0
errOAAI
errKim, Min Seo; Lee, Inhyeok; Natarajan, Pradeep; Do, Ron; Kwon, Yeongkeun; Shin, Jae Il; Solmi, Marco; Kim, Jong Yeob; Won, Hong-Hee; Park, Sungsoo
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Cornelia M. van Duijn
H-index: 238 · Papers: 1.9K
A
André G. Uitterlinden
H-index: 234 · Papers: 2.0K
N
Nicholas J. Wareham
H-index: 233 · Papers: 2.2K
D
Daniel Levy
H-index: 230 · Papers: 1.6K
M
Mark J. Daly
H-index: 224 · Papers: 1.2K
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