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Journal Article
Rajendran S, Xu Z, Pan W, Ghosh A, Wang F.  2023.  Data heterogeneity in federated learning with Electronic Health Records: Case studies of risk prediction for acute kidney injury and sepsis diseases in critical care.. PLOS Digit Health. 2(3):e0000117.
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.
Zhang X, Chou J, Liang J, Xiao C, Zhao Y, Sarva H, Henchcliffe C, Wang F.  2019.  Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study.. Sci Rep. 9(1):797.
RoyChoudhury A, Xu C.  2020.  A dataset on body composition, strength and performance in older adults.. Data Brief. 29:105103.
Ono JG, Kim BI, Zhao Y, Christos PJ, Tesfaigzi Y, Worgall TS, Worgall S.  2020.  Decreased sphingolipid synthesis in children with 17q21 asthma-risk genotypes.. J Clin Invest. 130(2):921-926.
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.
Wang F, Casalino LPeter, Khullar D.  2019.  Deep Learning in Medicine-Promise, Progress, and Challenges.. JAMA Intern Med. 179(3):293-294.
Su C, Xu Z, Pathak J, Wang F.  2020.  Deep learning in mental health outcome research: a scoping review.. Transl Psychiatry. 10(1):116.
Mullangi S, Press MJ, Ryan AM.  2019.  A delicate balance: Accountability for very high-cost patients in new payment models.. Healthc (Amst). :100366.
Kaur S, Silver G, Samuels S, Rosen AH, Weiss M, Mauer EA, Gerber LM, Greenwald BM, Traube C.  2020.  Delirium and Developmental Disability: Improving Specificity of a Pediatric Delirium Screen.. Pediatr Crit Care Med. 21(5):409-414.
LaGrant B, Marquis BOyinkan, Berg AT, Grinspan ZM.  2020.  Depression and anxiety in children with epilepsy and other chronic health conditions: National estimates of prevalence and risk factors.. Epilepsy Behav. 103(Pt A):106828.
Brandt PS, Pacheco JA, Adekkanattu P, Sholle ET, Abedian S, Stone DJ, Knaack DM, Xu J, Xu Z, Peng Y et al..  2022.  Design and validation of a FHIR-based EHR-driven phenotyping toolbox.. J Am Med Inform Assoc. 29(9):1449-1460.
Turchioe MReading, Heitkemper EM, Lor M, Burgermaster M, Mamykina L.  2019.  Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes.. Int J Med Inform. 130:103941.
Al'Aref SJ, Singh G, van Rosendael AR, Kolli KK, Ma X, Maliakal G, Pandey M, Lee BC, Wang J, Xu Z et al..  2019.  Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.. J Am Heart Assoc. 8(5):e011160.
Krebs E, Enns B, Wang L, Zang X, Panagiotoglou D, Del Rio C, Dombrowski J, Feaster DJ, Golden M, Granich R et al..  2019.  Developing a dynamic HIV transmission model for 6 U.S. cities: An evidence synthesis.. PLoS One. 14(5):e0217559.
Sharma H, Mao C, Zhang Y, Vatani H, Yao L, Zhong Y, Rasmussen L, Jiang G, Pathak J, Luo Y.  2019.  Developing a portable natural language processing based phenotyping system.. BMC Med Inform Decis Mak. 19(Suppl 3):78.
Hupert N, Person M, Hanfling D, Traxler RM, Bower WA, Hendricks K.  2019.  Development and Performance of a Checklist for Initial Triage After an Anthrax Mass Exposure Event.. Ann Intern Med.
Zang C, Goodman M, Zhu Z, Yang L, Yin Z, Tamas Z, Sharma VMohan, Wang F, Shao N.  2022.  Development of a screening algorithm for borderline personality disorder using electronic health records.. Sci Rep. 12(1):11976.
Finkel R, Finkel ML.  2015.  The 'dirty downside' of global sporting events: focus on human trafficking for sexual exploitation.. Public Health. 129(1):17-22.
Liu J, Westblade LF, Wang F, Chadburn A, Fideli R, Craney A, Rand S, Cushing MM, Meng J, Zhao Z et al..  2022.  Distinct Laboratory Test Result Profiles Between SARS-CoV-2 and Seasonable Influenza Infected Patients.. Ann Clin Lab Sci. 52(6):871-879.
Green C, Jung H-Y, Wu X, Abramson E, Walkup JT, Ford JS, Grinspan ZM.  2019.  Do Children with Special Health Care Needs with Anxiety have Unmet Health Care Needs? An Analysis of a National Survey. Matern Child Health J. 23(9):1220-1231.
Bishop TF, Ryan MSmith, McCullough CM, Shih SC, Casalino LP, Ryan AM.  2015.  Do provider attitudes about electronic health records predict future electronic health record use? Healthc (Amst). 3(1):5-11.
Ghomrawi HMK, Mancuso CA, Dunning A, Valle AGonzalez D, Alexiades M, Cornell C, Sculco T, Bostrom M, Mayman D, Marx RG et al..  2017.  Do Surgeon Expectations Predict Clinically Important Improvements in WOMAC Scores After THA and TKA? Clin Orthop Relat Res. 475(9):2150-2158.
Jung H-Y, Trivedi AN, Grabowski DC, Mor V.  2016.  Does More Therapy in Skilled Nursing Facilities Lead to Better Outcomes in Patients With Hip Fracture? Phys Ther. 96(1):81-9.