padchest-dataset 开源项目推荐（8 个）

BIMCV-CSUSP /BIMCV-COVID-19

瓦伦西亚地区图像库（BIMCV）将PadChest数据集的数据与基于COVID-19病理学的未来数据集相结合，为开放科学界提供具有临床科学价值的数据，帮助早期检测COVID-19

SLAMPAI /large-scale-pretraining-transfer

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

arco-group /ShoViR-Bench

A benchmark for evaluating whether vision-language models genuinely ground their diagnostic statements in visual evidence during chest X-ray report generation, rather than exploiting learned shortcuts that standard metrics reward but radiologists would not trust.

ogemarques /xai-matlab

Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification task.

etetteh /OoD_Gen-Chest_Xray

Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models

mahshadlotfinia /FLTLCXR

Boosting multi-demographic federated learning for chest X-ray diagnosis using general-purpose self-supervised representations

tayebiarasteh /FLdomain

Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning

purrlab /chestxr-label-reliability

该项目在 GitHub 上没有填写描述