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2026
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.
2025
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.
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.
Liu M, Ning Y, Teixayavong S, Liu X, Mertens M, Shang Y, Li X, Miao D, Liao J, Xu J et al..  2025.  A scoping review and evidence gap analysis of clinical AI fairness.. NPJ Digit Med. 8(1):360.
2024
He X-Y, Gao Y, Ng D, Michalopoulou E, George S, Adrover JM, Sun L, Albrengues J, Daßler-Plenker J, Han X et al..  2024.  Chronic stress increases metastasis via neutrophil-mediated changes to the microenvironment.. Cancer Cell. 42(3):474-486.e12.
Zang C, Hou Y, Schenck EJ, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig AS et al..  2024.  Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts.. Commun Med (Lond). 4(1):130.
S R, Q Z, J M, M M, K M, Z R, O E, N Z, I H.  2024.  O-321 A foundation model for embryology trained on time-lapse images. Human Reproduction. 39(Supplement 1 July 2024)
2023
Zang C, Zhang Y, Xu J, Bian J, Morozyuk D, Schenck EJ, Khullar D, Nordvig AS, Shenkman EA, Rothman RL et al..  2023.  Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.. Nat Commun. 14(1):1948.
Zhang H, Zang C, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Zhang Y, Nordvig AS et al..  2023.  Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.. Nat Med. 29(1):226-235.
Zang C, Hou Y, Schenck E, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig A et al..  2023.  Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.. Res Sq.
2022
Xu J, Xiao Y, Wang WHui, Ning Y, Shenkman EA, Bian J, Wang F.  2022.  Algorithmic fairness in computational medicine.. EBioMedicine. 84:104250.
Zeng X, Wang F, Luo Y, Kang S-G, Tang J, Lightstone FC, Fang EF, Cornell W, Nussinov R, Cheng F.  2022.  Deep generative molecular design reshapes drug discovery.. Cell Rep Med. 3(12):100794.
Honarvar H, Agarwal C, Somani S, Vaid A, Lampert J, Wanyan T, Reddy VY, Nadkarni GN, Miotto R, Zitnik M et al..  2022.  Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.. Cardiovasc Digit Health J. 3(5):220-231.
2020
Gaudino M, Benedetto U, Fremes S, Ballman K, Biondi-Zoccai G, Sedrakyan A, Nasso G, Raman J, Buxton B, Hayward PA et al..  2020.  Association of Radial Artery Graft vs Saphenous Vein Graft With Long-term Cardiovascular Outcomes Among Patients Undergoing Coronary Artery Bypass Grafting: A Systematic Review and Meta-analysis.. JAMA. 324(2):179-187.
Carey RM, Fathy R, Shah RR, Rajasekaran K, Cannady SB, Newman JG, Ibrahim SA, Brant JA.  2020.  Association of Type of Treatment Facility With Overall Survival After a Diagnosis of Head and Neck Cancer.. JAMA Netw Open. 3(1):e1919697.
Zhang WZ, Rice MC, Hoffman KL, Oromendia C, Barjaktarevic IZ, J Wells M, Hastie AT, Labaki WW, Cooper CB, Comellas AP et al..  2020.  Association of urine mitochondrial DNA with clinical measures of COPD in the SPIROMICS cohort.. JCI Insight. 5(3)
Dhruva SS, Parzynski CS, Gamble GM, Curtis JP, Desai NR, Yeh RW, Masoudi FA, Kuntz R, Shaw RE, Marinac-Dabic D et al..  2020.  Attribution of Adverse Events Following Coronary Stent Placement Identified Using Administrative Claims Data.. J Am Heart Assoc. 9(4):e013606.
Wirrell EC, Grinspan ZM, Knupp KG, Jiang Y, Hammeed B, Mytinger JR, Patel AD, Nabbout R, Specchio N, J Cross H et al..  2020.  Care Delivery for Children With Epilepsy During the COVID-19 Pandemic: An International Survey of Clinicians.. J Child Neurol. :883073820940189.
Ennamuri S, Abramson E, Mauer E, Gerber LM, Nellis ME.  2020.  Changes in Clinical Course Before and After Do-Not-Resuscitate Order Placement in a Pediatric Intensive Care Unit Setting.. J Palliat Med.
Dinh CT, Linn KA, Isidro U, Emanuel EJ, Volpp KG, Bond AM, Caldarella K, Troxel AB, Zhu J, Yang L et al..  2020.  Changes in Outpatient Imaging Utilization and Spending Under a New Population-Based Primary Care Payment Model.. J Am Coll Radiol. 17(1 Pt B):101-109.
Goyal P, Choi JJ, Pinheiro LC, Schenck EJ, Chen R, Jabri A, Satlin MJ, Campion TR, Nahid M, Ringel JB et al..  2020.  Clinical Characteristics of Covid-19 in New York City.. N Engl J Med.
Gordhandas S, Kahn RM, Gamble C, Talukdar N, Maddy B, Nelson BBaltich, Askin G, Christos PJ, Holcomb K, Caputo TA et al..  2020.  Clinicopathologic features of endometrial cancer with mismatch repair deficiency.. Ecancermedicalscience. 14:1061.
Jaeckle KA, Ballman KV, van den Bent M, Giannini C, Galanis E, Brown PD, Jenkins RB, J Cairncross G, Wick W, Weller M et al..  2020.  CODEL: Phase III study of RT, RT + Temozolomide (TMZ), or TMZ for newly-diagnosed 1p/19q Codeleted Oligodendroglioma. Analysis from the initial study design.. Neuro Oncol.
Grinspan ZM, Mytinger JR, Baumer FM, Ciliberto MA, Cohen BH, Dlugos DJ, Harini C, Hussain SA, Joshi SM, Keator CG et al..  2020.  Crisis Standard of Care: Management of Infantile Spasms during COVID-19.. Ann Neurol.