Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis
Sun, Li, Chen, Junxiang, Xu, Yanwu, Gong, Mingming, Yu, Ke, Batmanghelich, Kayhan
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
3D-BoxSup: Positive-Unlabeled Learning of Brain Tumor Segmentation Networks From 3D Bounding Boxes
Xu, Yanwu, Gong, Mingming, Chen, Junxiang, Chen, Ziye, Batmanghelich, Kayhan
Published in Frontiers in neuroscience (28.04.2020)
Published in Frontiers in neuroscience (28.04.2020)
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Journal Article
Augmentation by Counterfactual Explanation -Fixing an Overconfident Classifier
Singla, Sumedha, Murali, Nihal, Arabshahi, Forough, Triantafyllou, Sofia, Batmanghelich, Kayhan
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
ComBat Harmonization: Empirical Bayes versus fully Bayes approaches
Reynolds, Maxwell, Chaudhary, Tigmanshu, Eshaghzadeh Torbati, Mahbaneh, Tudorascu, Dana L., Batmanghelich, Kayhan
Published in NeuroImage clinical (01.01.2023)
Published in NeuroImage clinical (01.01.2023)
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Journal Article
Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector
Singla, Sumedha, Gong, Mingming, Ravanbakhsh, Siamak, Sciurba, Frank, Poczos, Barnabas, Batmanghelich, Kayhan N
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.09.2018)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.09.2018)
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Journal Article
A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies
Schabdach, Jenna, Wells, William M., Cho, Michael, Batmanghelich, Kayhan N.
Published in Information Processing in Medical Imaging (01.06.2017)
Published in Information Processing in Medical Imaging (01.06.2017)
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Book Chapter
Journal Article
Spherical Topic Models for Imaging Phenotype Discovery in Genetic Studies
Batmanghelich, Kayhan N., Cho, Michael, Jose, Raul San, Golland, Polina
Published in Bayesian and grAphical Models for Biomedical Imaging (2014)
Published in Bayesian and grAphical Models for Biomedical Imaging (2014)
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Book Chapter
Journal Article
Deep Ordinal Regression Network for Monocular Depth Estimation
Fu, Huan, Gong, Mingming, Wang, Chaohui, Batmanghelich, Kayhan, Tao, Dacheng
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Journal Article
Disease classification and prediction via semi-supervised dimensionality reduction
Batmanghelich, K N, Ye, D H, Pohl, K M, Taskar, B, Davatzikos, C
Published in 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (01.03.2011)
Published in 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (01.03.2011)
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Conference Proceeding
Journal Article
Generative-Discriminative Complementary Learning
Xu, Yanwu, Gong, Mingming, Chen, Junxiang, Liu, Tongliang, Zhang, Kun, Batmanghelich, Kayhan
Published in Proceedings of the ... AAAI Conference on Artificial Intelligence (01.02.2020)
Published in Proceedings of the ... AAAI Conference on Artificial Intelligence (01.02.2020)
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Journal Article
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
Fu, Huan, Gong, Mingming, Wang, Chaohui, Batmanghelich, Kayhan, Zhang, Kun, Tao, Dacheng
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Journal Article
Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space
Yu, Ke, Visweswaran, Shyam, Batmanghelich, Kayhan
Published in Journal of chemical information and modeling (28.12.2020)
Published in Journal of chemical information and modeling (28.12.2020)
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Journal Article
Explaining the black-box smoothly—A counterfactual approach
Singla, Sumedha, Eslami, Motahhare, Pollack, Brian, Wallace, Stephen, Batmanghelich, Kayhan
Published in Medical image analysis (01.02.2023)
Published in Medical image analysis (01.02.2023)
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Journal Article
Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN
Sun, Li, Chen, Junxiang, Xu, Yanwu, Gong, Mingming, Yu, Ke, Kayhan Batmanghelich
Published in arXiv.org (12.09.2022)
Published in arXiv.org (12.09.2022)
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Paper
Journal Article
Automated detection of premalignant oral lesions on whole slide images using convolutional neural networks
Liu, Yingci, Bilodeau, Elizabeth, Pollack, Brian, Batmanghelich, Kayhan
Published in Oral oncology (01.11.2022)
Published in Oral oncology (01.11.2022)
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Journal Article
An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption
Yu, Xiyu, Liu, Tongliang, Gong, Mingming, Batmanghelich, Kayhan, Tao, Dacheng
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Journal Article