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PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

17 January 2025
Gang Liu
Jinlong He
Pengfei Li
Genrong He
Zixu Zhao
Shenjun Zhong
    LM&MA
ArXivPDFHTML

Papers citing "PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging"

6 / 6 papers shown
Title
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering
Yuren Mao
Wenyi Xu
Yuyang Qin
Yunjun Gao
MedIm
23
0
0
22 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Jiarui Ye
Hao Tang
LM&MA
108
0
0
29 Apr 2025
MedXChat: A Unified Multimodal Large Language Model Framework towards
  CXRs Understanding and Generation
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation
Ling Yang
Zhanyu Wang
Zhenghao Chen
Xinyu Liang
Luping Zhou
LM&MA
MedIm
80
6
0
04 Dec 2023
ELIXR: Towards a general purpose X-ray artificial intelligence system
  through alignment of large language models and radiology vision encoders
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
Shawn Xu
Ling Yang
Christopher J. Kelly
M. Sieniek
Timo Kohlberger
...
Shruthi Prabhakara
Daniel Golden
Rory Pilgrim
Krish Eswaran
Andrew Sellergren
LM&MA
MedIm
39
52
0
02 Aug 2023
Exploring and Distilling Posterior and Prior Knowledge for Radiology
  Report Generation
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation
Fenglin Liu
Xian Wu
Shen Ge
Wei Fan
Yuexian Zou
MedIm
51
253
0
13 Jun 2021
Generating Radiology Reports via Memory-driven Transformer
Generating Radiology Reports via Memory-driven Transformer
Zhihong Chen
Yan Song
Tsung-Hui Chang
Xiang Wan
MedIm
40
475
0
30 Oct 2020
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