Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays
Yu, Ke, Ghosh, Shantanu, Liu, Zhexiong, Deible, Christopher, Batmanghelich, Kayhan
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.09.2022)
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Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.09.2022)
Journal Article
Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays
Yu, Ke, Ghosh, Shantanu, Liu, Zhexiong, Deible, Christopher, Batmanghelich, Kayhan
Year of Publication 25.06.2022
Year of Publication 25.06.2022
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Journal Article
Semi-Implicit Denoising Diffusion Models (SIDDMs)
Xu, Yanwu, Gong, Mingming, Xie, Shaoan, Wei, Wei, Grundmann, Matthias, Batmanghelich, Kayhan, Hou, Tingbo
Published in Advances in neural information processing systems (01.12.2023)
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Published in Advances in neural information processing systems (01.12.2023)
Journal Article
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling
Yu, Ke, Albro, Stephen, DeSalvo, Giulia, Kothawade, Suraj, Rashwan, Abdullah, Tavakkol, Sasan, Batmanghelich, Kayhan, Yin, Xiaoqi
Year of Publication 27.09.2023
Year of Publication 27.09.2023
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Journal Article
Extracting Disease-Relevant Features with Adversarial Regularization
Chen, Junxiang, Sun, Li, Yu, Ke, Batmanghelich, Kayhan
Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.12.2021)
Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.12.2021)
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Conference Proceeding
Journal Article
High-dimensional causal mediation analysis by partial sum statistic and sample splitting strategy in imaging genetics application
Hung-Ching, Chang, Yusi, Fang, Gorczyca, Michael T, Kayhan, Batmanghelich, Tseng, George C
Published in medRxiv : the preprint server for health sciences (24.06.2024)
Published in medRxiv : the preprint server for health sciences (24.06.2024)
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Journal Article
Semi-Implicit Denoising Diffusion Models (SIDDMs)
Xu, Yanwu, Gong, Mingming, Xie, Shaoan, Wei, Wei, Grundmann, Matthias, Batmanghelich, Kayhan, Hou, Tingbo
Year of Publication 21.06.2023
Year of Publication 21.06.2023
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Journal Article
Using Causal Analysis for Conceptual Deep Learning Explanation
Singla, Sumedha, Wallace, Stephen, Triantafillou, Sofia, Batmanghelich, Kayhan
Year of Publication 09.07.2021
Year of Publication 09.07.2021
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Journal Article
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images
Yu, Ke, Sun, Li, Chen, Junxiang, Reynolds, Max, Chaudhary, Tigmanshu, Batmanghelich, Kayhan
Year of Publication 20.02.2023
Year of Publication 20.02.2023
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Journal Article
Explaining the Black-box Smoothly- A Counterfactual Approach
Singla, Sumedha, Eslami, Motahhare, Pollack, Brian, Wallace, Stephen, Batmanghelich, Kayhan
Year of Publication 11.01.2021
Year of Publication 11.01.2021
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Journal Article
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation
Xu, Yanwu, Xie, Shaoan, Reynolds, Maxwell, Ragoza, Matthew, Gong, Mingming, Batmanghelich, Kayhan
Year of Publication 27.06.2022
Year of Publication 27.06.2022
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Journal Article
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation
Xu, Yanwu, Xie, Shaoan, Wu, Wenhao, Zhang, Kun, Gong, Mingming, Batmanghelich, Kayhan
Year of Publication 23.03.2022
Year of Publication 23.03.2022
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Journal Article
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
Xu, Yanwu, Sun, Li, Peng, Wei, Visweswaran, Shyam, Kayhan Batmanghelich
Published in arXiv.org (18.06.2024)
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Published in arXiv.org (18.06.2024)
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