Assis T, Galvin CP, Castillo JP, Haouchine N, Kersten-Oertel M, Gao Z, Crispin-Ortuzar M, Price SJ, Santarius T, Ou Y, Frisken S, Garcia NC, Golby AJ, Dorent R, Machado IP. Data-driven registration and modeling of brain deformation for image-guided neurosurgery. Medical image analysis 2026.

Ding S, Wunnava S, Liu G, Yu H, Hu S, Li Y, Zhang X, Zhang P, Cheng Y, Bourgeois FT, Liu X. Adverse event reporting and regulatory analysis of pediatric cardiac assist devices. PloS one 2026.

Zheng DJ, Khuong L, Aftandilian C, Bona K, Caywood EH, Elgarten CW, Fisher BT, Gathers CL, Ghosh T, Gramatges MM, Hettinger G, Henry MR, Huang YV, Li Y, Maloney K, Mian A, Miller TP, Modi A, Mody R, Myers RM, Newman H, Ortiz J, Seif AE, Smith C, Stokke J, Winick N, Wilkes JJ, Wong V, Aplenc R, Getz KD. Race and Ethnicity and Overall Survival in Pediatric Acute Myeloid Leukemia. JAMA network open 2026.

Parashar Y, Sztupinszki Z, György Prósz A, Wang X, Bala P, Kiran Cavale S, Ukaegbu C, Syngal S, Maoz A, Biller LH, Lim R, Yurgelun MB, Szallasi Z, Sethi NS. Genomic characterization of therapy-associated polyposis reveals an alkylating mutational signature from prior treatment. The Journal of clinical investigation 2026.

Hu Q, Zhang X, Kim J, Bourgeois F, Dunn AG. A novel language model for predicting serious adverse event results in clinical trials from their prospective registrations. Journal of biomedical informatics 2026.

Jaech A, Cheatham M, Shringarpure SS, Genetti CA, Pradhan P, Bagul A, Panch T, Rader B, Sewalk K, Distler R, Anderson KN, Stewart M, Lejfer S, Glahn DC, Goldstein RD, Wojcik M, Beggs AH, Brownstein JS, Brownstein CA. LLM-Assisted Reanalysis of Unsolved Rare Disease Genomes Increases Diagnostic Yield. NEJM AI 2026.

Levy S, Nields E, Schizer M, Minegishi M, Gongora DS, Brogna M, Smith M, Evins AE, Winickoff JP, Weitzman ER. Trends in Urine Cotinine Concentrations Among Adolescents Who Vape Nicotine. JAMA psychiatry 2026.

Rubin J, Tham A, Butler JJ, Gauthier P, Kennedy JG, Adams SB, Andrews CL, Angthong C, Batista JP, Bayer S, Becher C, Berlet GC, Boakye LAT, Brown AJ, Buda R, Calder JDF, Canata GL, Carreira DS, Clanton TO, Dahmen J, D'Hooghe P, DiGiovanni CW, Dombrowski ME, Ehlers M, Ferkel E, Ferkel RD, Ferrao PNF, Glazebrook M, Gianakos AL, Giza E, Gomaa M, Görtz S, Haleem AM, Hamid KS, Hangody L, Hannon CP, Haverkamp D, Hertel J, Hintermann B, Hogan MV, Hunt KJ, Hurley ET, Karlsson J, Kearns SR, Kerkhoffs GMMJ, Kim HJ, Kong SW, Krebsbach S, Labib SA, Lambers KTA, Woo Lee J, Lee KB, Ling JS, Longo UG, Marangon A, McCollum G, McCullough K, Mitchell AW, Mittwede PN, Murawski CD, Nehrer S, Nicolescu R, Niemeyer P, Nunley JA, O'Malley MJ, Ortiz C, Osei-Hwedieh DO, Paul J, Pearce CJ, Pereira H, Phadke R, Popchak A, Prado MP, Raikin SM, Reilingh ML, Robert G, Rothrauff BB, Schon LC, Simpson H, Smyth NA, Sofka CM, Spennacchio P, Stone JW, Sullivan M, Takao M, Tanaka Y, Thermann H, Thordarson DB, Tuan R, Valderrabano V, van Bergen CJA, van Dijk CN, van Dijk PAD, Vannini F, Vaseenon T, Volesky M, Walls C, Walther M, Wiewiorski M, Xu X, Yasui Y, Yinghui H, Yoshimura I, Younger ASE, Zdanowicz U, Zhang Z. Surgical Intervention for Moderate-To-Large lesions (1-2.9 cm): Proceedings of the International Consensus Meetings on Cartilage Repair of the Ankle. Foot & ankle specialist 2026.

Manrai AK. Medical AI has a measurement problem. Nature 2026.

Siebert M, McGonigle R, Gutiérrez-Sacristán A, Naci H, Wagner AK, Bourgeois FT. Completion and outcomes of postmarketing requirements and commitments issued by the US Food and Drug Administration for new drugs, 2016-24: cross sectional evaluation of postmarketing studies. BMJ medicine 2026.

Goh E, Wu D, Walton C, McCoy LG, Perez A, Wegner L, Nateghi Haredasht F, Luo L, Lacar K, Buckley T, Schoeffler A, Brodeur P, Black KC, Havlik J, Liu Y, Chen PC, Schaekermann M, Rumsfeld J, Lopez-Martinez D, Maeder-York P, Singhal K, Gunning D, Ku B, Warraich H, Nundy S, Ravi V, Milstein A, Hom J, Schulman K, Rajpurkar P, Manrai AK, Wachter R, Topol E, Horvitz E, Rodman A, Chen JH. Toward a test of medical AI superintelligence. Nature medicine 2026.

Wang IV, Davis C, Forrest R, Cherla A, Siebert M, Cowden J, Walker S, Krishnamurti T, Bourgeois FT, Woloshin S, Wagner AK, Naci H. Navigating the Prescription Drug Information System. Clinical pharmacology and therapeutics 2026.

Blease C, Jones J, Blease CE, Kharko A, Garcia Sanchez C, Mandl KD. Patient and Family Perspectives on Generative AI Tools in Rare Diseases: Exploratory Mixed Methods Online Survey. Journal of participatory medicine 2026.

Tham A, Rubin J, Butler JJ, Gauthier P, Kennedy JG, Adams SB, Andrews CL, Angthong C, Batista JP, Baur OL, Bayer S, Becher C, Berlet GC, Boakye LAT, Buda R, Calder JDF, Canata GL, Carreira DS, Clanton TO, Dahmen J, D'Hooghe P, DiGiovanni CW, Dombrowski ME, Ehlers M, Ferkel RD, Ferkel E, Ferrao PNF, Giza E, Gianakos AL, Glazebrook M, Gomaa M, Görtz S, Haleem AM, Hamid KS, Hangody L, Hannon CP, Haverkamp D, Hertel J, Hintermann B, Hogan MV, Hunt KJ, Hurley ET, Karlsson J, Kearns SR, Kerkhoffs GMMJ, Kim HJ, Kong SW, Krebsbach S, Labib SA, Lambers KTA, Woo Lee J, Lee KB, Ling JS, Longo UG, Marangon A, McCollum G, McCullough K, Mitchell AW, Mittwede PN, Murawski CD, Nehrer S, Nicolescu R, Niemeyer P, Nunley JA, O'Malley M, Ortiz C, Osei-Hwedieh DO, Paul J, Pearce CJ, Pereira H, Phadke R, Popchak A, Prado MP, Raikin SM, Reilingh ML, Robert G, Rothrauff BB, Schon LC, Simpson H, Smyth NA, Sofka CM, Spennacchio P, Stone JW, Sullivan M, Takao M, Tanaka Y, Thermann H, Thordarson DB, Tuan RS, Valderrabano V, van Bergen CJA, van Dijk PAD, van Dijk N, Vannini F, Vaseenon T, Volesky M, Walls RC, Walther M, Wiewiorski M, Xu X, Yasui Y, Yinghui H, Yoshimura I, Younger ASE, Zdanowicz U, Zhang Z. Bridging Conservative Management With Injectable Orthobiologic Therapies: Proceedings of the International Consensus Meetings on Cartilage Repair of the Ankle. Foot & ankle specialist 2026.

Siebert M, Wallach JD, Bourgeois FT. Reporting and Publication of Postmarket Clinical Trials for Novel Drugs Approved by the FDA. JAMA network open 2026.

Shahzad M, Elsallab M, Siebert M, Bourgeois FT. Assessment of United States Food and Drug Administration Approval of Cell and Gene Therapies. Clinical pharmacology and therapeutics 2026.

Vasiliou V, Katsanis N, Novelli G, Reichardt JKV, Ali BR, Gazouli M, Kong SW, Zhao H, Veselkov K, Mukherjee B, Sarigiannis D. ExposoGenomics: integrating genome and exposome as jointly dynamic systems for causal discovery and precision health. Human genomics 2026.

Hu K, Fu X, Zhang Y, Dunn AG, Kim J. A scoping review of explainable artificial intelligence for medical multimodal data. NPJ digital medicine 2026.

Benziger CP, Stark B, Johnson CO, Roth GA, , Benziger CP, Stark BA, Johnson CO, Abohashem S, Ahmed SA, Al-Aly Z, Alsabri MA, Antony CM, Aravkin AY, Areda D, Bell ML, Brauer M, Chi G, Criqui MH, Dai X, Doshi OP, Doshi RP, E'mar AR, Elhadi M, Göbölös L, Haile D, Hebert JJ, Hemmati M, Ibrahim R, Kankam SB, Kantar RS, Khubchandani J, Kim MS, Kimokoti RW, Kisa A, Kokkorakis M, Kumar A, Liu X, Lv L, Mahmoudi M, Manla Y, Martinez-Piedra R, Marzouk S, Mensah GA, Mestrovic T, Miller TR, Mokdad AH, Mougin V, Mustafa A, Nassar M, Natto ZS, Nugen F, Parikh RR, Pasovic M, Patil S, Puvvula J, Ramasamy SK, Rashid AM, Root KT, Sawhney M, Schuermans A, Shariff M, Shuval K, Simegn GL, Singh R, Stafford LK, Taiba J, Tanwar M, Teramoto M, Thirunavukkarasu S, Tran TH, Uppal D, Vinayak M, Yuce D, Murray CJL, Moran AE, Roth GA. Modifiable Risk Factors and Attributable Ischemic Heart Disease Mortality in US States, 1990-2023: A Systematic Analysis for the Global Burden of Disease Study 2023. JAMA cardiology 2026.

Reis BY, La Cava WG. Design principles for integrated AI alignment. Patterns (New York, N.Y.) 2026.

Dal-Ré R, Bourgeois FT, Hemkens LG, Holm S, Moher D, Naudet F. Inconsistent ethics reporting in individual participant data meta-analyses: a call for updating PRISMA and PRISMA-IPD. BMC medicine 2026.

Saha A, Shao L, Kim J, Dunn AG. Fairness in multimodal machine learning applications in clinical decision support: a systematic review. NPJ digital medicine 2026.

Pénisson S, Bates K, Upadhyaya KM, Lahouel K, Mülazımoğlu M, Monteiro de Sousa L, Kohane I, Trent JM, Vogelstein B, Tomasetti C. Comprehensive Genomic Analysis of Normal and Cancer Cells Elucidates the Elevated Mutation Burden in Cancer. Cancer research 2026.

Wasz M, Shankar PRV, Sprouse E, Kirchner L, Garber MH, Jones J, Mandl KD, McMurry A. Development and validation of a near-comprehensive RxNorm valueset of opioid medications. JAMIA open 2026.

Darzidehkalani E, Hsiao CH, Bao R, Weiss RJ, Bates SV, Song Y, He S, Li J, Bjornerud A, Hirschtick RL, Grant PE, Ou Y. SparseMed3D: Foundation Models for Sparse Instance Medical Segmentation. Journal of imaging informatics in medicine 2026.

Kohane IS. Using AI Disagreement to Expose Gaps in Coverage Rules. JAMA 2026.

Rader B, Gertz AH, Cantor JH, McBain RK, Brownstein JS. Trends in perception of generative AI in healthcare by US adult demographics and political identity. Health affairs scholar 2026.

Baker AE, Cooper RE, Buysse DJ, Chien AT, Gonzalez R, Levenson JC, Miller T, Rivero-Conil S, Seo D, Visweswaran S, Wang Y, Caswell A, Chan S, Chiu K, Corcoran M, Churchill S, Currie R, Duque M, Elder I, Freitag J, Jadhav S, Locke R, Martin C, Milla M, Sahasrabudhe R, Sathe S, Shellhause K, Sritharan A, Robles J, Werner A, Wallace MJ, Jalbrzikowski M, McMakin DL, Soehner AM. Pediatric precision sleep network: a study protocol for identifying sleep signatures of mental health risk in peri-adolescents. BMC pediatrics 2026.

Chandak P, Healey E, Villa-Tamayo MF, Scheideman AF, Shao MM, Fabris C, Mandl KD, Kohane I, Klonoff DC. What do LLMs value? An evaluation framework for revealing subjective trade-offs in assessment of glycemic control. Proceedings of machine learning research 2025.

Marks CM, Gibney S, Stenson B, Sarma D, Gaudet C, Mombini H, Buckley TA, Keko M, Nathanson LA, Burke LG, Shapiro NI, Burstein JL, Grossman SA, Parab A, Janke AT, Manrai AK, Taylor RA, Rosen CL, Rodman A, Haimovich AD. Screening for Missed Opportunities for Diagnosis in the ED Using eTriggers and Large Language Models. JAMA network open 2026.

Bischops A, Charpignon ML, Mandl KD, Majumder M. Trends in Suicide Mortality by Method among US Individuals aged 10-24 Years from 1999 to 2024. medRxiv : the preprint server for health sciences 2026.

Sopko J, Han AR, Powers J, Sauer JA, Avunoori M, Zakrzewski S, Krugman A, Dasgupta A, Sewalk K, Gertz A, Rader B, Sheldon J, Klein B, Rivera JM, Kraemer MUG, Scarpino SV, Brownstein JS. Multimodal Data Approaches for Examining the 2024-2025 Highly Pathogenic Avian Influenza Outbreak in the United States: Descriptive Study. JMIR public health and surveillance 2026.

Yang Y, Peracchio L, Mayourian J, Triedman JK, Miller T, La Cava WG. Robust AI-ECG for Predicting Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science 2026.

Thomas S, Dinh G, Yoon W, Ren B, Savova G, Hall MH, Miller TA. End-to-end extraction of temporal information from psychiatric discharge summaries. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science 2026.

Gansner M, Weitzman ER, Minegishi M, Brogna M, Shrier LA, Garvey KC, Dedeoglu F, Fishman LN, Levy S. Participant Attrition Associated With Longitudinal Use of Safety Flag Protocols in Adolescent Substance Use Research. Substance use & addiction journal 2026.

Buckley TA, Diao JA, Srivastava CN, Brodeur PG, Rajpurkar P, Rodman A, Manrai AK. Multimodal foundation models exploit text to make medical image predictions. Nature communications 2026.

Johnson R, Gottlieb U, Shaham G, Eisen L, Waxman J, Devons-Sberro S, Ginder CR, Hong P, Sayeed R, Su X, Reis BY, Balicer RD, Dagan N, Zitnik M. Embeddings of clinical codes enable knowledge-grounded AI in medicine. NPJ digital medicine 2026.

Kamau E, Kelly S, Darji D, Baidjoe AY, Brownstein JS, Campbell F, Dasgupta A, Degail MA, Demidova A, Ferretti L, Han A, Koyie SL, Ngamala PN, Polain OL, Rojek A, Sauer J, Scarpino SV, Sewalk K, Sopko J, Zakrzewski S, Merson L, Kraemer MUG. Unified framework for the ingestion of early epidemic data for downstream data analytics. Wellcome open research 2025.

Xiong C, Ou Y, Wen D, Xie C, Tu X, Chi W. The Visual Function of Emergent Transnasal Endoscopic Orbital Decompression Surgery for Patients With Steroid-Resistant Dysthyroid Optic Neuropathy. The Journal of craniofacial surgery 2026.

Cafri G, Bourgeois F, Coplan P. Optimizing Use of Real-World Data in Regulatory Decision Making for Medical Devices Used in Surgical Procedures. Pharmacoepidemiology and drug safety 2026.

Lee CM, Atreya MR, Bennett TD, Farris RW, Faustino EVS, Geva A, Rogerson CM, Shah S, Weiss S, Sanchez-Pinto LN. Identifying a Refractory Shock Phenotype in Pediatric Sepsis Using a Vasoactive-Adjusted Shock Index. Shock (Augusta, Ga.) 2026.

Shah AP, Li MM, Lal Y, Cohen S, Antwarg LF, Sanchez M, Diao JA, Patel CJ, Reis BY, Balicer RD, Dagan N, Manrai AK. Learning Normal Representations for Blood Biomarkers. ArXiv 2026.

Pant B, Levine ME, Nande A, Garcia RG, Dewey G, Link NB, Santillana M. Resolving parameter uncertainty in SIR models through population-level serological surveillance: A synthetic study. Infectious Disease Modelling 2026.

Aggarwal R, Oseran AS, Manrai AK, Marinacci LX, Bhatt DL, Yeh RW, Ho JE, Rodman A, Wadhera RK. Performance of Local Large Language Models for Adjudicating Heart Failure Hospitalizations. Circulation 2026.

Parag KV, Santillana M, Cori A, Obolski U. The  = 1 threshold can misclassify epidemic stability. Communications physics 2026.

Dabek PA, Bourgeois FT, Stern AD, Zhu Y, Everhart AO. Use and Public Reporting of Predetermined Change Control Plans for AI-Enabled Medical Devices. JAMA health forum 2026.

Rader B, Brownstein JS. State-Level Adult Obesity by Race and Ethnicity. JAMA 2026.

Khurana MP, Tsui JL, Gutierrez B, Chopra A, Scheidwasser N, Zhu HBH, Chang SY, Duchêne DA, Mills C, Inward RPD, Reddy B, Brittain J, Dasgupta A, Sheldon J, Githinji G, Brownstein JS, Monod M, Ferretti L, Bershan S, Tietze S, Ferres L, Argimón S, Dallman TJ, Koua E, Ratmann O, Cauchemez S, Meyers LA, Su L, Vespignani A, Pronyk P, O'Toole Á, Rambaut A, Loman NJ, Holmes EC, Flaxman S, Mulder N, Morgan OW, Tegally H, Gomez-Rodriguez M, Shadbolt N, Happi C, Chand M, Tessema SK, Mbala-Kingebeni P, Suchard MA, Pybus OG, Scarpino SV, Bhatt S, Kraemer MUG. Global approaches to infectious disease surveillance and modeling. Nature medicine 2026.

Garrido-Garcia R, Clemente L, Meyer AG, Dewey G, Yang S, Santillana M. A real-time early warning system to anticipate respiratory disease outbreaks using transfer learning. Nature communications 2026.

Kellogg KC, Ye B, Hu Y, Savova GK, Wallace B, Bitterman DS. Large language models require a new form of oversight: capability-based monitoring. NPJ digital medicine 2026.