GigaPevt: Multimodal Medical Assistant

February 26, 2024 Β· Declared Dead Β· πŸ› International Joint Conference on Artificial Intelligence

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Authors Pavel Blinov, Konstantin Egorov, Ivan Sviridov, Nikolay Ivanov, Stepan Botman, Evgeniy Tagin, Stepan Kudin, Galina Zubkova, Andrey Savchenko arXiv ID 2402.16654 Category cs.AI: Artificial Intelligence Cross-listed cs.CL, cs.HC Citations 0 Venue International Joint Conference on Artificial Intelligence Last Checked 4 months ago
Abstract
Building an intelligent and efficient medical assistant is still a challenging AI problem. The major limitation comes from the data modality scarceness, which reduces comprehensive patient perception. This demo paper presents the GigaPevt, the first multimodal medical assistant that combines the dialog capabilities of large language models with specialized medical models. Such an approach shows immediate advantages in dialog quality and metric performance, with a 1.18% accuracy improvement in the question-answering task.
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