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MaitreChen / MedGAN-ResLite

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资源受限环境下、大规模肺炎早筛方法。采用DSHNet生成少类样本数据，解决数据不平衡的问题，然后利用RSFNet进行分类，最后结合剪枝策略实现轻量化！MedGAN-ResLite-V2 is released! ❤

machine-learning generator deep-learning cnn pytorch gan dcgan classification resnet chest-xray-images augmentation medical-image-processing pneumonia spatial-attention lightweight-neural-network medmnist
  • Updated May 29, 2024
  • Python

Different-Tom / MedMNIST-NPY-to-JPG-PNG

Star 6

Researchers at Shanghai Jiaotong University created a new open medical image data set MedMNIST and designed the "MedMNIST Classification Decathlon" to promote the research of AutoML algorithms in the field of medical image analysis. But their data set is in Npy file format. I help you to extract npy into png, jpg and other file formats, which ca…

jpg png npy medical-image-analysis dateset medmnist
  • Updated Jan 20, 2021
  • Python

reyhanhosavci / Shapley_Value

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This script focuses on explaining a pre-trained CNN’s predictions on the MedMNIST dataset using Deep SHAP. Shapley values are computed for each pixel, summed to create a single Shapley score per image, and saved alongside labels in CSV files for interpretability in medical image classification.

shapely shapley-value shapley-values shapley-additive-explanations medmnist pathmnist deep-explainer deep-shapley
  • Updated Dec 18, 2024
  • Python

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