Machine learning-based marker for coronary artery disease: derivation and validation in two longitudinal cohorts IS Forrest, BO Petrazzini, Á Duffy, JK Park, C Marquez-Luna, DM Jordan, ... The Lancet 401 (10372), 215-225, 2023 | 103 | 2023 |
Rate of correction of hypernatremia and health outcomes in critically ill patients K Chauhan, P Pattharanitima, N Patel, A Duffy, A Saha, K Chaudhary, ... Clinical journal of the American Society of Nephrology 14 (5), 656-663, 2019 | 96 | 2019 |
Utilization of deep learning for subphenotype identification in sepsis-associated acute kidney injury K Chaudhary, A Vaid, Á Duffy, I Paranjpe, S Jaladanki, M Paranjpe, ... Clinical Journal of the American Society of Nephrology 15 (11), 1557-1565, 2020 | 95 | 2020 |
Tissue-specific genetic features inform prediction of drug side effects in clinical trials Á Duffy, M Verbanck, A Dobbyn, HH Won, JL Rein, IS Forrest, G Nadkarni, ... Science advances 6 (37), eabb6242, 2020 | 45 | 2020 |
Natural language processing of electronic health records is superior to billing codes to identify symptom burden in hemodialysis patients L Chan, K Beers, AA Yau, K Chauhan, A Duffy, K Chaudhary, N Debnath, ... Kidney international 97 (2), 383-392, 2020 | 42 | 2020 |
Incidence of mortality and complications in high-risk pulmonary embolism: a systematic review and meta-analysis MJ Silver, J Giri, Á Duffy, WA Jaber, S Khandhar, K Ouriel, C Toma, T Tu, ... Journal of the Society for Cardiovascular Angiography & Interventions 2 (1 …, 2023 | 22 | 2023 |
Comparison of approaches for prediction of renal replacement therapy-free survival in patients with acute kidney injury P Pattharanitima, A Vaid, SK Jaladanki, I Paranjpe, R O’Hagan, ... Blood Purification 50 (4-5), 621-627, 2021 | 21 | 2021 |
Development of a human genetics-guided priority score for 19,365 genes and 399 drug indications Á Duffy, BO Petrazzini, D Stein, JK Park, IS Forrest, K Gibson, HM Vy, ... Nature Genetics 56 (1), 51-59, 2024 | 15 | 2024 |
A machine learning model identifies patients in need of autoimmune disease testing using electronic health records IS Forrest, BO Petrazzini, Á Duffy, JK Park, AJ O’Neal, DM Jordan, ... Nature Communications 14 (1), 2385, 2023 | 13 | 2023 |
Phenome-wide Mendelian randomization study of plasma triglyceride levels and 2600 disease traits JK Park, S Bafna, IS Forrest, Á Duffy, C Marquez-Luna, BO Petrazzini, ... Elife 12, e80560, 2023 | 5 | 2023 |
Exome sequence analysis identifies rare coding variants associated with a machine learning-based marker for coronary artery disease BO Petrazzini, IS Forrest, G Rocheleau, HMT Vy, C Márquez-Luna, ... Nature Genetics, 1-8, 2024 | 3 | 2024 |
A tissue-level phenome-wide network map of colocalized genes and phenotypes in the UK Biobank G Rocheleau, IS Forrest, Á Duffy, S Bafna, A Dobbyn, M Verbanck, ... Communications Biology 5 (1), 849, 2022 | 2 | 2022 |
Phenome-wide Mendelian randomization study of plasma triglycerides and 2,600 disease traits JK Park, S Bafna, IS Forrest, Á Duffy, C Marquez-Luna, BO Petrazzini, ... medRxiv, 2022.07. 21.22277900, 2022 | 2 | 2022 |
Unsupervised Machine learning to subtype Sepsis-Associated Acute Kidney Injury K Chaudhary, A Duffy, P Poojary, A Saha, K Chauhan, R Do, T Van Vleck, ... bioRxiv, 447425, 2018 | 2 | 2018 |
Genome-first evaluation with exome sequence and clinical data uncovers underdiagnosed genetic disorders in a large healthcare system IS Forrest, Á Duffy, JK Park, HMT Vy, LR Pasquale, GN Nadkarni, JH Cho, ... Cell Reports Medicine 5 (5), 2024 | 1 | 2024 |
Muesli intake may protect against coronary artery disease: Mendelian randomization on 13 dietary traits JK Park, BO Petrazzini, S Bafna, Á Duffy, IS Forrest, HM Vy, ... JACC: Advances 3 (4), 100888, 2024 | 1 | 2024 |
Evaluation of a machine learning-based metabolic marker for coronary artery disease in the UK Biobank K Gibson, IS Forrest, BO Petrazzini, Á Duffy, JK Park, W Malick, ... Atherosclerosis 401, 119103, 2025 | | 2025 |
Expanding drug targets for 112 chronic diseases using a machine learning-assisted genetic priority score R Chen, Á Duffy, BO Petrazzini, HM Vy, D Stein, M Mort, JK Park, ... Nature Communications 15 (1), 8891, 2024 | | 2024 |
RATE OF CORRECTION OF HYPERNATREMIA AND HEALTH OUTCOMES IN CRITICALLY ILL PATIENTS P Pattharanitima, K Chauhan, N Patel, L Chan, N Debnath, A Duffy, ... AMERICAN JOURNAL OF KIDNEY DISEASES 73 (5), 716-716, 2019 | | 2019 |