Population Health Sciences

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Journal Article
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.
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.
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.
Mullangi S, Press MJ, Ryan AM.  2019.  A delicate balance: Accountability for very high-cost patients in new payment models.. Healthc (Amst). :100366.
Su C, Xu Z, Pathak J, Wang F.  2020.  Deep learning in mental health outcome research: a scoping review.. Transl Psychiatry. 10(1):116.
Wang F, Casalino LPeter, Khullar D.  2019.  Deep Learning in Medicine-Promise, Progress, and Challenges.. JAMA Intern Med. 179(3):293-294.
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.
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.
RoyChoudhury A, Xu C.  2020.  A dataset on body composition, strength and performance in older adults.. Data Brief. 29:105103.
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.
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, 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.
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.
Hasler WL, Levinthal DJ, Tarbell SE, Adams KA, Li BUK, Issenman RM, Sarosiek I, Jaradeh SS, Sharaf RN, Sultan S et al..  2019.  Cyclic vomiting syndrome: Pathophysiology, comorbidities, and future research directions.. Neurogastroenterol Motil. 31 Suppl 2:e13607.
Kim M-H, Chang J, Kim WJunsuk, Banerjee S, Park SMin.  2018.  Cumulative Dose Threshold for the Chemopreventive Effect of Aspirin Against Gastric Cancer.. Am J Gastroenterol. 113(6):845-854.
Wang D, Fan F, Wu Z, Liu R, Wang F, Yu H.  2023.  CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising.. Phys Med Biol. 68(6)
Dube SR, Pesko MF, Xu X.  2016.  A Cross-sectional Examination of What Smokers Perceive to be Important and Their Willingness to Pay for Tobacco Cessation Medications.. J Public Health Manag Pract. 22(1):48-56.
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.
Mao J, Etkin CD, Lewallen DG, Sedrakyan A.  2019.  Creation and Validation of Linkage Between Orthopedic Registry and Administrative Data Using Indirect Identifiers.. J Arthroplasty. 34(6):1076-1081.e0.
Dechnik A, Mauer EA, Gerber LM, Traube C.  2020.  C-Reactive Protein and Procalcitonin Levels May Not Predict Delirium in Critically Ill Children.. Pediatr Crit Care Med.
Barocas JA, Morgan JR, Fiellin DA, Schackman BR, Yazdi GEftekhari, Stein MD, Freedberg KA, Linas BP.  2019.  Cost-effectiveness of integrating buprenorphine-naloxone treatment for opioid use disorder into clinical care for persons with HIV/hepatitis C co-infection who inject opioids.. Int J Drug Policy.
Sanelli PC, Pandya A, Segal AZ, Gupta A, Hurtado-Rua S, Ivanidze J, Kesavabhotla K, Mir D, Mushlin AI, Hunink MGM.  2014.  Cost-effectiveness of CT angiography and perfusion imaging for delayed cerebral ischemia and vasospasm in aneurysmal subarachnoid hemorrhage.. AJNR Am J Neuroradiol. 35(9):1714-20.
Gupta A, Mushlin AI, Kamel H, Navi BB, Pandya A.  2015.  Cost-Effectiveness of Carotid Plaque MR Imaging as a Stroke Risk Stratification Tool in Asymptomatic Carotid Artery Stenosis.. Radiology. 277(3):763-72.
Murphy SM, McCollister KE, Leff JA, Yang X, Jeng PJ, Lee JD, Nunes EV, Novo P, Rotrosen J, Schackman BR.  2018.  Cost-Effectiveness of Buprenorphine-Naloxone Versus Extended-Release Naltrexone to Prevent Opioid Relapse.. Ann Intern Med.
Behrends CN, Eggman AA, Gutkind S, Bresnahan MP, Fluegge K, Laraque F, Litwin AH, Meissner P, Shukla SJ, Perumalswami PV et al..  2019.  A Cost Reimbursement Model for Hepatitis C Treatment Care Coordination.. J Public Health Manag Pract. 25(3):253-261.