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Linhai Ma

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation

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May 24, 2024
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Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation

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May 23, 2024
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Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images

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Mar 30, 2024
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SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI

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Jan 25, 2024
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Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection

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Jun 02, 2022
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A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification

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Oct 19, 2021
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An Algorithm to Attack Neural Network Encoder-based Out-Of-Distribution Sample Detector

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Oct 08, 2020
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Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length

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Aug 08, 2020
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Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks

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May 19, 2020
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Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective

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May 18, 2020
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