Event-AHU/Medical_Image_Analysis

Foundation models based medical image analysis

Update Log:

• [2024.04.28] Pre-training on High Definition X-ray Images: An Experimental Study, Xiao Wang, Yuehang Li, Wentao Wu, Jiandong Jin, Yao Rong, Bo Jiang, Chuanfu Li, Jin Tang arXiv pre-print, arXiv 2024, is released on arXiv [Paper]

Surveys/Reviews

• Automated Radiology Report Generation: A Review of Recent Advances, Phillip Sloan, Philip Clatworthy, Edwin Simpson, Majid Mirmehdi [Paper]

Paper Lists:

• pretraining_paper_list.md
• Report_Error_checking.md
• medical_report_generation.md
• xray-classification.md
• medical image-text understanding tasks
• medical_image_segmentation

Suggested Code:

• Wang, Zhanyu, et al. "R2gengpt: Radiology report generation with frozen llms." Meta-Radiology 1.3 (2023): 100033. [Github] [Paper]

• R2Gen: [Paper (EMNLP-2020)] [Code]

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