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Analysis of The Possibilities of Using Large Language and Multimodal Models in Healthcare

Student: Valeriya Bugaenko

Supervisor: Mikhail M. Komarov

Faculty: Graduate School of Business

Educational Programme: Electronic Business and Digital Innovations (Master)

Year of Graduation: 2024

This work is devoted to the analysis of the potential of using LLM and Multimodal models in the field of healthcare. The main purpose of the study is to evaluate the capabilities of these models and develop proposals for their use for automatic filling of electronic medical records (EMR). The work includes a review of existing technologies, an assessment of their applicability to improve the quality of medical care and the development of a concept to improve the interaction of doctors with EMR through automation of the filling process. Keywords: potential analysis, large language models, multimodal models, healthcare, automatic filling of EMRs, technologies, quality of medical care, interaction of doctors with EHRs.

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