2024 IJCAI IJCAI 2024

GigaPevt: Multimodal Medical Assistant

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 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.

πŸŒ‰ Interdisciplinary Bridge β€” Artificial Intelligence and Natural Language Processing
🧭 Keyword Pioneer β€” medical assistant
🐣 Hot Topic Early Bird β€” dialogue system
🐝 Cross-Pollinator β€” Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio