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Journal Article
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Berg AT, Coryell J, Saneto RP, Grinspan ZM, Alexander JJ, Kekis M, Sullivan JE, Wirrell EC, Shellhaas RA, Mytinger JR et al..  2017.  Early-Life Epilepsies and the Emerging Role of Genetic Testing.. JAMA Pediatr. 171(9):863-871.
Berg AT, Coryell J, Saneto RP, Grinspan ZM, Alexander JJ, Kekis M, Sullivan JE, Wirrell EC, Shellhaas RA, Mytinger JR et al..  2017.  Early-Life Epilepsies and the Emerging Role of Genetic Testing.. JAMA Pediatr. 171(9):863-871.
Guo Y, Bian J, Wang F.  2022.  Editorial: Measuring and Analysing Social Determinants of Health in the Era of Big Data.. Front Public Health. 10:902942.
Navathe AS, Volpp KG, Caldarella KL, Bond A, Troxel AB, Zhu J, Matloubieh S, Lyon Z, Mishra A, Sacks L et al..  2019.  Effect of Financial Bonus Size, Loss Aversion, and Increased Social Pressure on Physician Pay-for-Performance: A Randomized Clinical Trial and Cohort Study.. JAMA Netw Open. 2(2):e187950.
Pesko MF, Kenkel DS, Wang H, Hughes JM.  2016.  The effect of potential electronic nicotine delivery system regulations on nicotine product selection.. Addiction. 111(4):734-44.
Murphy S, Friesner DL, Rosenman R, Waslo CS, Au J, Tanne E.  2019.  Emergency department utilization among individuals with idiopathic intracranial hypertension.. Int J Health Care Qual Assur. 32(1):152-163.
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.
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.
Varma JK, Zang C, Carton TW, Block JP, Khullar DJ, Zhang Y, Weiner MG, Rothman RL, Schenck EJ, Xu Z et al..  2023.  Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program.. medRxiv.
Varma JK, Zang C, Carton TW, Block JP, Khullar DJ, Zhang Y, Weiner MG, Rothman RL, Schenck EJ, Xu Z et al..  2023.  Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program.. medRxiv.
Tagawa ST, Antonarakis ES, Gjyrezi A, Galletti G, Kim S, Worroll D, Stewart J, Zaher A, Szatrowski TP, Ballman KV et al..  2019.  Expression of AR-V7 and ARv in Circulating Tumor Cells Correlates with Outcomes to Taxane Therapy in Men with Metastatic Prostate Cancer Treated in TAXYNERGY.. Clin Cancer Res. 25(6):1880-1888.