Research & Publications
- Past Research
- Publications (selected publications)
- Breast Cancer Biomarkers
- Decision Support Systems
- Preserving Privacy
- Medical Device Safety
Alina Arseniev-Koehler, Ming Tai-Seale, Crystal W. Cené, Eduardo Grunvald, Amy Sitapati,
Leveraging diagnosis and biometric data from the All of Us Research Program to uncover disparities in obesity diagnosis, Obesity Pillars, Volume 13, 2025, 100165, ISSN 2667-3681,
D'Antonio M, Arthur TD, Gonzalez Rivera WG, Wu X, Nguyen JP, Gymrek M, Woo-Yeong P, Frazer KA. Genetic analysis of elevated levels of creatinine and cystatin C biomarkers reveals novel genetic loci associated with kidney function. Hum Mol Genet. 2025 Feb 10:ddaf018. doi: 10.1093/hmg/ddaf018. Online ahead of print. PMID: 39927731
Owsley C, Matthies DS, McGwin G, Edberg JC, Baxter SL, Zangwill LM, Owen JP, Lee CS; AI-READI Consortium. Cross-sectional design and protocol for Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI). BMJ Open. 2025 Feb 6;15(2):e097449. doi: 10.1136/bmjopen-2024-097449. PMID: 39915016
Kuo TT, Gabriel RA, Koola J, Schooley RT, Ohno-Machado L. Distributed cross-learning for equitable federated models - privacy-preserving prediction on data from five California hospitals. Nat Commun. 2025 Feb 5;16(1):1371. doi: 10.1038/s41467-025-56510-9. PMID: 39910076 Free PMC article.
Baxter SL. Precision Population-Based Screening for Glaucoma. JAMA Netw Open. 2025 Feb 3;8(2):e2457849. doi: 10.1001/jamanetworkopen.2024.57849. PMID: 39913142 No abstract available.
Luke JJ, Sweis RF, Hecht JR, Schneider R, Stein MN, Golan T, Yap TA, Khilnani A, Huang M, Zhao R, Jemielita T, Patel SP. Intratumoral or Subcutaneous MK-2118, a Non-Cyclic Dinucleotide STING Agonist, With or Without Pembrolizumab for Advanced or Metastatic Solid Tumors or Lymphomas. Clin Cancer Res. 2025 Jan 23. doi: 10.1158/1078-0432.CCR-24-2824. Online ahead of print.PMID: 39846804
Gabriel RA, Park BH, Hsu CN, Macias AA. A Review of Leveraging Artificial Intelligence to Predict Persistent Postoperative Opioid Use and Opioid Use Disorder and its Ethical Considerations. Curr Pain Headache Rep. 2025 Jan 23;29(1):30. doi: 10.1007/s11916-024-01319-2. PMID: 39847176 Review.
Guccione C, Patel L, Tomofuji Y, McDonald D, Gonzalez A, Sepich-Poore GD, Sonehara K, Zakeri M, Chen Y, Dilmore AH, Damle N, Baranzini SE, Hightower G, Nakatsuji T, Gallo RL, Langmead B, Okada Y, Curtius K, Knight R. Incomplete human reference genomes can drive false sex biases and expose patient-identifying information in metagenomic data. Nat Commun. 2025 Jan 18;16(1):825. doi: 10.1038/s41467-025-56077-5. PMID: 39827261
Tully JL, Litake O, Meineke MN, Simpson S, Waterman RS, Gabriel RA. Classification of Surgical Patients Needing Preoperative Cardiac Evaluations: A Comparison of General-Purpose and Domain-Specific Large Language Models. Anesth Analg. 2025 Jan 14. doi: 10.1213/ANE.0000000000007408. Online ahead of print. PMID: 39808709 No abstract available.
Begzati A, Godinez-Macias KP, Long T, Watrous JD, Moranchel R, Kantz ED, Tuomilehto J, Havulinna AS, Niiranen TJ, Jousilahti P, Salomaa V, Yu B, Norby F, Rebholz CM, Selvin E, Winzeler EA, Cheng S, Alotaibi M, Goyal R, Ideker T, Jain M, Majithia AR. Plasma Lipid Metabolites, Clinical Glycemic Predictors, and Incident Type 2 Diabetes. Diabetes Care. 2025 Jan 6:dc242266. doi: 10.2337/dc24-2266. Online ahead of print. PMID: 39761415
Car J, Ong QC, Erlikh Fox T, Leightley D, Kemp SJ, Švab I, Tsoi KKF, Sam AH, Kent FM, Hertelendy AJ, Longhurst CA, Powell J, Hamdy H, Nguyen HVQ, Aoun Bahous S, Wang M, Baumgartner M, Mahendradhata Y, Popovic N, Khong AWH, Prober CG, Atun R; Digital Health Systems Collaborative; Bekele Zerihun A, Poncette AS, Molina AJR, Ferreira AVL, Fajkic A, Kaushal A, Farmer AJ, Lane AS, Kononowicz AA, Bhongir AV, Alayande BT, Bene BA, Dameff CJ, Hallensleben C, Back DA, Hawezy DJ, Tulantched DSM, Kldiashvili E, Achampong EK, Ramachandran G, Hauser G, Grove J, Cheung JPY, Imaralu JO, Sotunsa JO, Bulnes Vides JP, Lawrence KS, Agha-Mir-Salim L, Saba L, Zhang L, Elfiky MMA, Hesseling MW, Guppy MP, Phatak MS, Al Saadoon MAA, Lai NM, Chavannes NH, Kimberger O, Povoa P, Goh PS, Grainger R, Nannan Panday RS, Forsyth R, Vento S, Lee SY, Yadav SK, Syed-Abdul S, Appenzeller S, Denaxas S, Garba SE, Flügge T, Bokun T, Dissanayake VHW, Ho V, Obadiel YA. The Digital Health Competencies in Medical Education Framework: An International Consensus Statement Based on a Delphi Study. JAMA Netw Open. 2025 Jan 2;8(1):e2453131. doi: 10.1001/jamanetworkopen.2024.53131. PMID: 39888625
Bendik J, Castro A, Califano J, Carter H, Guo T. Identifying Strong Neoantigen MHC-I/II Binding Candidates for Targeted Immunotherapy with SINE. Int J Mol Sci. 2024 Dec 29;26(1):205. doi: 10.3390/ijms26010205. PMID: 39796063 Free PMC article.
Boussina A, Krishnamoorthy R, Quintero K, Joshi S, Wardi G, Pour H, Hilbert N, Malhotra A, Hogarth M, Sitapati AM, VanDenBerg C, Singh K, Longhurst CA, Nemati S. Large Language Models for More Efficient Reporting of Hospital Quality Measures. NEJM AI. 2024 Oct 24;1(11):10.1056/aics2400420. doi: 10.1056/aics2400420. Epub 2024 Oct 21. PMID: 39703686 Free PMC article.
Haynesworth A, Yeh KH, Lee HH, Kirkpatrick M, Boland BS, Syal G, Xu R, Singh S. Long-Term Outcomes of an Infliximab-First Versus Vedolizumab-First Treatment Strategy in Biologic-Naïve Patients With Ulcerative Colitis. Aliment Pharmacol Ther. 2024 Dec 11. doi: 10.1111/apt.18441. Online ahead of print. PMID: 39660680
Quon JC, Long CP, Halfpenny W, Chuang A, Cai CX, Baxter SL, Daketi V, Schmitz A, Bahroos N, Xu BY, Toy BC. Implementing a Common Data Model in Ophthalmology: Mapping Structured Electronic Health Record Ophthalmic Examination Data to Standard Vocabularies. Ophthalmol Sci. 2024 Nov 28;5(2):100666. doi: 10.1016/j.xops.2024.100666. eCollection 2025 Mar-Apr. PMID: 39896425 Free PMC article.
Rule A, El-Kareh R. Employing EHR usage data to improve care requires clinician engagement and trust. J Hosp Med. 2024 Nov 28. doi: 10.1002/jhm.13565. Online ahead of print. PMID: 39609937 No abstract available.