Population Health Sciences

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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)
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.
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.
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)
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.
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.
2025
Bai Z, Osman M, Brendel M, Tangen CM, Flaig TW, Thompson IM, Plets M, M Lucia S, Theodorescu D, Gustafson D et al..  2025.  Predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer via interpretable multimodal deep learning.. NPJ Digit Med. 8(1):174.
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.
2022
Brendel M, Su C, Bai Z, Zhang H, Elemento O, Wang F.  2022.  Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review.. Genomics Proteomics Bioinformatics. 20(5):814-835.
Adler DA, Wang F, Mohr DC, Estrin D, Livesey C, Choudhury T.  2022.  A call for open data to develop mental health digital biomarkers.. BJPsych Open. 8(2):e58.
Xu J, Mao C, Hou Y, Luo Y, Binder JL, Zhou Y, Bekris LM, Shin J, Hu M, Wang F et al..  2022.  Interpretable deep learning translation of GWAS and multi-omics findings to identify pathobiology and drug repurposing in Alzheimer's disease.. Cell Rep. 41(9):111717.
2020
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.
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.
Ahmad FS, Ricket IM, Hammill BG, Eskenazi L, Robertson HR, Curtis LH, Dobi CD, Girotra S, Haynes K, Kizer JR et al..  2020.  Computable Phenotype Implementation for a National, Multicenter Pragmatic Clinical Trial: Lessons Learned From ADAPTABLE.. Circ Cardiovasc Qual Outcomes. 13(6):e006292.
Essien UR, Howard D, Ibrahim S.  2020.  The Cost of Applying to Medical School.. N Engl J Med. 382(4):e8.
Nosyk B, Zang X, Krebs E, Enns B, Min JE, Behrends CN, Del Rio C, Dombrowski JC, Feaster DJ, Golden M et al..  2020.  Ending the HIV epidemic in the USA: an economic modelling study in six cities.. Lancet HIV.
Ezeomah C, Cunningham KA, Stutz SJ, Fox RG, Bukreyeva N, Dineley KT, Paessler S, Cisneros IE.  2020.  Fentanyl self-administration impacts brain immune responses in male Sprague-Dawley rats.. Brain Behav Immun.
Liu J, van der Smissen WJCPrager, J Collée M, Bolla MK, Wang Q, Michailidou K, Dennis J, Ahearn TU, Aittomäki K, Ambrosone CB et al..  2020.  Germline HOXB13 mutations p.G84E and p.R217C do not confer an increased breast cancer risk.. Sci Rep. 10(1):9688.
Liu J, van der Smissen WJCPrager, J Collée M, Bolla MK, Wang Q, Michailidou K, Dennis J, Ahearn TU, Aittomäki K, Ambrosone CB et al..  2020.  Germline HOXB13 mutations p.G84E and p.R217C do not confer an increased breast cancer risk.. Sci Rep. 10(1):9688.
Liu J, van der Smissen WJCPrager, J Collée M, Bolla MK, Wang Q, Michailidou K, Dennis J, Ahearn TU, Aittomäki K, Ambrosone CB et al..  2020.  Germline HOXB13 mutations p.G84E and p.R217C do not confer an increased breast cancer risk.. Sci Rep. 10(1):9688.
Szigethy E, Murphy SM, Ehrlich OG, Engel-Nitz NM, Heller CA, Henrichsen K, Lawton R, Meadows P, Allen JI.  2020.  Mental Health Costs of Inflammatory Bowel Diseases.. Inflamm Bowel Dis.
Szigethy E, Murphy SM, Ehrlich OG, Engel-Nitz NM, Heller CA, Henrichsen K, Lawton R, Meadows P, Allen JI.  2020.  Mental Health Costs of Inflammatory Bowel Diseases.. Inflamm Bowel Dis.
Ponirakis G, Elhadd T, Chinnaiyan S, Dabbous Z, Siddiqui M, Al-Muhannadi H, Petropoulos IN, Khan A, Ashawesh KAE, Dukhan KMO et al..  2020.  Prevalence and management of diabetic neuropathy in secondary care in Qatar.. Diabetes Metab Res Rev. 36(4):e3286.