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Sonya Makhni

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Exploring the Role of Reinforcement Learning in Vision–Language Models for Cardiovascular Disease Decision Support

Number of pages: 33 Posted: 23 Dec 2025
Pengze Li, Jianfu Li, Shuteng Niu, Farris K. Timimi, Joseph Cheung, Clark C. Otley, Sonya Makhni, Fang Li, Jingna Feng, Xinyue Hu, Yue Yu, Rakesh Kumar and Cui Tao
Mayo Clinic, affiliation not provided to SSRN, Mayo Clinic, Jacksonville, Florida, USA - Department of Artificial Intelligence and Informatics, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Mayo Clinic, affiliation not provided to SSRN, affiliation not provided to SSRN and Mayo Clinic, Jacksonville, Florida, USA - Department of Artificial Intelligence and Informatics
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Abstract:

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Reinforcement Learning, Vision-Language Models, Clinical
Decision Support, Cardiovascular disease