Research
|
PMC-LLaMA: Further Finetuning LLaMA on Medical Papers
Chaoyi Wu*,
Weixiong Lin*,
Xiaoman Zhang,
Yanfeng Wang ,
Ya Zhang,
Weidi Xie
Technical Report, 2023.
In this report, we introduce PMC-LLaMA, an open-source language model that is acquired by fine-tuning an open-source language model on a total of 4.8 million biomedical academic papers for further injecting medical knowledge, enhancing its capability in medical domain.
|
|
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
Xiaoman Zhang*,
Chaoyi Wu*,
Ziheng Zhao,
Weixiong Lin,
Yanfeng Wang ,
Ya Zhang,
Weidi Xie
Technical Report, 2023.
In this paper, we introduce PMC-VQA, a large-scale medical visual question-answering dataset, which contains 227k VQA pairs of 149k images that cover various modalities or diseases.
|
|
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents
Weixiong Lin*,
Ziheng Zhao*,
Weixiong Lin,
Chaoyi Wu,
Yanfeng Wang ,
Ya Zhang,
Weidi Xie
MICCAI, 2023
We collect a biomedical dataset, PMC-OA with 1.6M image-caption pairs collected from PubMedCentral's OpenAccess subset.
|
|