Search Results for author: Yunli Qi

Found 2 papers, 2 papers with code

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

1 code implementation8 Aug 2024 Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Vicente Grau

We introduce a novel graph-based Retrieval-Augmented Generation (RAG) framework specifically designed for the medical domain, called \textbf{MedGraphRAG}, aimed at enhancing Large Language Model (LLM) capabilities for generating evidence-based medical responses, thereby improving safety and reliability when handling private medical data.

Chunking Fact Checking +6

Medical SAM 2: Segment medical images as video via Segment Anything Model 2

1 code implementation1 Aug 2024 Jiayuan Zhu, Abdullah Hamdi, Yunli Qi, Yueming Jin, Junde Wu

Medical image segmentation plays a pivotal role in clinical diagnostics and treatment planning, yet existing models often face challenges in generalization and in handling both 2D and 3D data uniformly.

Image Segmentation Interactive Segmentation +5

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