Search Results for author: Shancheng Jiang

Found 2 papers, 1 papers with code

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification

no code implementations11 Mar 2024 Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng

Remarkable successes were made in Medical Image Classification (MIC) recently, mainly due to wide applications of convolutional neural networks (CNNs).

Image Classification Medical Image Classification

Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection

1 code implementation30 Nov 2022 Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang

As the COVID-19 pandemic puts pressure on healthcare systems worldwide, the computed tomography image based AI diagnostic system has become a sustainable solution for early diagnosis.

Adversarial Defense Adversarial Robustness

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