Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Ye Z, Zai A, Wang B, Bennett A, Guilarte-Walker YG, Wong K, Zai AH, Erban S, Lin H. Leveraging routine clinical data for dementia risk prediction using machine learning. J Alzheimers Dis. 2026 06; 111(4):1516-1526.
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Frank B, Gurnani A, Hurley L, Guan C, Andersen SL, Devine SA, O'Connor MK, Budson A, Liu C, Lin H, Auerbach S, Liu Y, Libon DJ, Price CC, Farrer L, Mez J, Ang A, Au R. Psychometric modeling of Boston process approach data for dementia prediction in the Framingham Heart Study. J Int Neuropsychol Soc. 2026 Mar; 32(3):243-254.
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Bao R, Foster AN, Song Y, Vyas R, Kesri A, Eddine Toubal I, Soltani Kazemi E, Rahmon G, Kucukpinar T, Almansour M, Ho ML, Palaniappan K, Ninalga D, Prasad Koirala C, Mohapatra S, Schlaug G, Wodzinski M, Muller H, Ellis DG, Aizenberg MR, Arda Aydin M, Abdinli E, Unal G, Tahmasebi N, Punithakumar K, Song T, Peng Y, Bates SV, Hirschtick R, Ellen Grant P, Ou Y. BONBID-HIE 2023: Lesion Segmentation Challenge in BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy. IEEE Trans Med Imaging. 2026 Apr; 45(4):1711-1725.
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Tsurumi A, Cahill CM, Liu AJ, Chatterjee P, Das S, Kobayashi A. Development of Plasma Protein Classification Models for Alzheimer's Disease Using Multiple Machine Learning Approaches. Int J Mol Sci. 2025 Dec 02; 26(23).
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Intravaia LE, Shaqra AM, Pirhadi S, Popko N, Kurt Yilmaz N, Schiffer CA. Predicting the Impact of Drug Resistance Mutations on Inhibitor Potency with Molecular Dynamics and Machine Learning. J Phys Chem B. 2025 10 30; 129(43):11128-11140.
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Celik U, Liu F, Kobayashi K, Ellison Iii RT, Guilarte-Walker Y, Mack DA, Shi Q, Zai A. Machine Learning-Enhanced Surveillance for Surgical Site Infections in Patients Undergoing Colon Surgery: Model Development and Evaluation Study. JMIR Form Res. 2025 Oct 01; 9:e75121.
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Veledar E, Veledar O, Gardener H, Rundek T, Garelnabi M. Harnessing Statistical and Machine Learning Approaches to Analyze Oxidized LDL in Clinical Research. Cell Biochem Biophys. 2025 Dec; 83(4):4201-4215.
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Rahman RU, Ahmad I, Li Z, Sparks RP, Ben Saad A, Mullen AC. Singletrome enhances detection of long noncoding RNAs in single cell transcriptomes. Sci Rep. 2025 Aug 12; 15(1):29542.
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Croce G, Lani R, Tardivon D, Bobisse S, de Tiani M, Bragina M, Perez MAS, Michaux J, Pak HS, Michel A, Gehret T, Schmidt J, Guillame P, Bassani-Sternberg M, Zoete V, Harari A, Rufer N, Hebeisen M, Dunn SM, Gfeller D. Phage display enables machine learning discovery of cancer antigen-specific TCRs. Sci Adv. 2025 Jun 13; 11(24):eads5589.
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Famiyeh L, Chen K, Tesema FB, Kelly C, Ji D, Xiao H, Tong L, Wang Z, He J. Refining source-specific lung cancer risk assessment from PM2.5-bound PAHs: Integrating component-based potency factors and machine learning in Ningbo, China. Ecotoxicol Environ Saf. 2025 Jun 01; 297:118174.