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Found 489 results
Author Title Type [ Year(Asc)]
Filters: Biomedical-discovery-through-integrative-biomedical-knowledge is 1000  [Clear All Filters]
2026
Massara P, Kirkland J, Pagani I, Huey SL, Hirsh H, McDonald D, Patel L, Finkelstein JL, Gantz M, Wang F et al..  2026.  Applying Artificial Intelligence and machine learning in precision nutrition.. Nat Commun. 17(1)
Raikhelkar J, Bai Z, Beecy AN, Richter I, Liu F, Nizam NBinta, Kishore V, Kelsey C, vanMaanen D, Ruhl J et al..  2026.  An artificial intelligence model to detect abnormal ejection fraction from non-contrast chest computed tomography: the CT-LVEF study.. Eur Heart J Digit Health. 7(6):ztag088.
Hu P, Lu C, Wang F, Ning Y.  2026.  Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning.. IEEE J Biomed Health Inform. 30(10):8404-8416.
McGinty EE, Zhang Y, Wang F, Ayanian JZ, Schpero WL.  2026.  Closing the Health Policy Implementation Gap With Artificial Intelligence.. JAMA Health Forum. 7(8):e262515.
Chen W, Pan W, Gan K, Wang F.  2026.  Deep Doubly Debiased Longitudinal Effect Estimation with ICE G-Computation.. KDD. 2026(v2):10646-10657.
Yan Z, Li H, Huang Z, Zhou M, Wang W-T, Jiang S, Zhang M, Martinez-Nunez E, Marongiu R, Sarva H et al..  2026.  Early Prediction of Parkinson's Disease Progression by Integrating Research Cohort and Real-World Data Using Knowledge-Anchored Graph Learning.. medRxiv.
Li H, Pan W, Rajendran S, Zang C, Wang F.  2026.  Empowering clinical trial design with agentic intelligence and real-world data.. Nat Commun. 17(1)
Heiting C, Wu Y, Goodman SM, Sculco P, Wang F, Ibrahim S, Cram P, Caruana R, Mehta B.  2026.  Exploring the optimal age for total knee arthroplasty to minimize risk of adverse outcomes: machine learning analysis of a statewide cohort.. Arthroplasty. 8(1)
Li H, Li Y, Zang C, Pan W, Yang HS, Grossman TB, Zhao Z, Wang F.  2026.  Machine Learning for Dynamic and Short-Term Prediction of Preeclampsia Using Routine Clinical Data.. JAMA Netw Open. 9(3):e260359.
Chen W, Pan W, Gan K, Wang F.  2026.  MOSIC: Model-Agnostic Optimal Subgroup Identification with Multi-Constraint for Improved Reliability.. KDD. 2026(v2):10658-10668.
Huang Z, Pan W, Alishetti S, Beecy AN, Liu Z, Gong A, Shin S, Clerkin KJ, Goldsmith RL, Majure DT et al..  2026.  Multimodal multi-instance learning for cardiopulmonary exercise testing performance prediction.. NPJ Digit Med. 9(1)
Hazewinkel MHJ, Pan W, Simon S, Campion TR, Austen WG, Sneag DB, Wang F, Gfrerer L.  2026.  NerveAI- a machine learning algorithm for detection of nerve pain in the head and neck.. Sci Rep. 16(1)
Zhong J, D'Angelo D, Lyu C, Xu I, Enns PK, Wang F, Kaushal R.  2026.  Reproducibility in biomedical research.. Nat Med. 32(10):3564-3577.
Chen W, Pan W, Gan K, Wang F.  2026.  Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings.. Proc Mach Learn Res. 306:16272-16294.
Zhou T, Zhang B, Lu Y, Chen J, Zang C, Li H, Elia J, Prasad R, Arnold J, Avedissian SN et al..  2026.  SSRI/SNRI and long COVID in children and adolescents with neuropsychiatric conditions: a cohort study from the RECOVER Initiative.. Nat Ment Health. 4(8):1275-1284.
Sheng R, Wang X, Wang J, Jin X, Sheng Z, Xu Z, Rajendran S, Qu H, Wang F.  2026.  TrialCompass: Visual Analytics for Enhancing the Eligibility Criteria Design of Clinical Trials.. IEEE Trans Vis Comput Graph. 32(1):1230-1240.
Sacco SJ, Chen K, Wang F, Rogers SC, Aseltine RH.  2026.  Using transfer learning to improve prediction of suicide risk in acute care hospitals.. J Am Med Inform Assoc. 33(1):159-166.
2025
Yang S, Li Y, Wheldon CW, Islam JY, Prosperi M, George TJ, Shenkman EA, Wang F, Bian J, Guo Y.  2025.  The Burden of Cancer and Precancerous Conditions Among Transgender Individuals in a Large Health Care Network: Retrospective Cohort Study.. JMIR Cancer. 11:e73843.
Wu Q, Reps JM, Li L, Zhang B, Lu Y, Tong J, Zhang D, Lumley T, Brand MT, van Zandt M et al..  2025.  COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data.. NPJ Digit Med. 8(1):442.
Mehta B, Yiyuan Y, Pearce-Fisher D, Ho K, Goodman SM, Parks ML, Wang F, Fontana MA, Ibrahim S, Cram P et al..  2025.  Comparing Community-Level Social Determinants of Health With Patient Race in Total Hip Arthroplasty Outcomes.. Arthritis Care Res (Hoboken). 77(7):892-899.
Wang F.  2025.  The crisis of biomedical foundation models.. J Biomed Inform. 171:104917.
Kauffman J, Miotto R, Klang E, Costa A, Norgeot B, Zitnik M, Khader S, Wang F, Nadkarni GN, Glicksberg BS.  2025.  Embedding Methods for Electronic Health Record Research.. Annu Rev Biomed Data Sci. 8(1):563-590.
Li H, Zang C, Xu Z, Pan W, Rajendran S, Chen Y, Wang F.  2025.  Federated target trial emulation using distributed observational data for treatment effect estimation.. NPJ Digit Med. 8(1):387.
Ghosh AK, Soroka O, Safford M, Shapiro MF, Wang F, Johnson GD, Civelek Y, DiMaggio C, Abramson D.  2025.  Hurricane Exposure and Risk of Long-Term Cardiovascular Disease Outcomes.. JAMA Netw Open. 8(9):e2530335.
Pan W, Hathi D, Xu Z, Zhang Q, Li Y, Wang F.  2025.  Identification of predictive subphenotypes for clinical outcomes using real world data and machine learning.. Nat Commun. 16(1):3797.