2022
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Baru, Chaitanya K; Pozmantier, Michael; Altintas, Ilkay; Baek, Stephen; Cohen, Jonathan; Condon, Laura E; Fanti, Giulia; Fernandez, Raul Castro; Jackson, Ethan; Lall, Upmanu; Landman, Bennett A; Li, Hai; Marin, Claudia; -, Beatriz Martínez; Metaxas, Dimitris N; Olsen, Bradley D; Page, Grier P; Turkan, Yelda; Zhang, Jingbo; Zhang, Peng Enabling AI Innovation via Data and Model Sharing: An Overview of
the Nsf Convergence Accelerator Track Đ Journal Article AI Mag., 43 (1), pp. 93–104, 2022. Links | BibTeX @article{DBLP:journals/aim/BaruPABCCFFJLLL22,
title = {Enabling AI Innovation via Data and Model Sharing: An Overview of
the Nsf Convergence Accelerator Track Đ},
author = {Chaitanya K Baru and Michael Pozmantier and Ilkay Altintas and Stephen Baek and Jonathan Cohen and Laura E Condon and Giulia Fanti and Raul Castro Fernandez and Ethan Jackson and Upmanu Lall and Bennett A Landman and Hai Li and Claudia Marin and Beatriz Martínez{-}L ó and Dimitris N Metaxas and Bradley D Olsen and Grier P Page and Yelda Turkan and Jingbo Zhang and Peng Zhang},
url = {https://doi.org/10.1609/aimag.v43i1.19130},
doi = {10.1609/aimag.v43i1.19130},
year = {2022},
date = {2022-01-01},
journal = {AI Mag.},
volume = {43},
number = {1},
pages = {93--104},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Luo, Xiangde; Song, Tao; Wang, Guotai; Chen, Jieneng; Chen, Yinan; Li, Kang; Metaxas, Dimitris N; Zhang, Shaoting SCPM-Net: An anchor-free 3D lung nodule detection network using sphere
representation and center points matching Journal Article Medical Image Anal., 75 , pp. 102287, 2022. Links | BibTeX @article{DBLP:journals/mia/LuoSWCCLMZ22,
title = {SCPM-Net: An anchor-free 3D lung nodule detection network using sphere
representation and center points matching},
author = {Xiangde Luo and Tao Song and Guotai Wang and Jieneng Chen and Yinan Chen and Kang Li and Dimitris N Metaxas and Shaoting Zhang},
url = {https://doi.org/10.1016/j.media.2021.102287},
doi = {10.1016/j.media.2021.102287},
year = {2022},
date = {2022-01-01},
journal = {Medical Image Anal.},
volume = {75},
pages = {102287},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Da, Qian; Huang, Xiaodi; Li, Zhongyu; Zuo, Yanfei; Zhang, Chenbin; Liu, Jingxin; Chen, Wen; Li, Jiahui; Xu, Dou; Hu, Zhiqiang; Yi, Hongmei; Guo, Yan; Wang, Zhe; Chen, Ling; Zhang, Li; He, Xianying; Zhang, Xiaofan; Mei, Ke; Zhu, Chuang; Lu, Weizeng; Shen, Linlin; Shi, Jun; Li, Jun; S, Sreehari; Krishnamurthi, Ganapathy; Yang, Jiangcheng; Lin, Tiancheng; Song, Qingyu; Liu, Xuechen; Graham, Simon; Bashir, Raja Muhammad Saad; Yang, Canqian; Qin, Shaofei; Tian, Xinmei; Yin, Baocai; Zhao, Jie; Metaxas, Dimitris N; Li, Hongsheng; Wang, Chaofu; Zhang, Shaoting DigestPath: A benchmark dataset with challenge review for the pathological
detection and segmentation of digestive-system Journal Article Medical Image Anal., 80 , pp. 102485, 2022. Links | BibTeX @article{DBLP:journals/mia/DaHLZZLCLXHYGWC22,
title = {DigestPath: A benchmark dataset with challenge review for the pathological
detection and segmentation of digestive-system},
author = {Qian Da and Xiaodi Huang and Zhongyu Li and Yanfei Zuo and Chenbin Zhang and Jingxin Liu and Wen Chen and Jiahui Li and Dou Xu and Zhiqiang Hu and Hongmei Yi and Yan Guo and Zhe Wang and Ling Chen and Li Zhang and Xianying He and Xiaofan Zhang and Ke Mei and Chuang Zhu and Weizeng Lu and Linlin Shen and Jun Shi and Jun Li and Sreehari S and Ganapathy Krishnamurthi and Jiangcheng Yang and Tiancheng Lin and Qingyu Song and Xuechen Liu and Simon Graham and Raja Muhammad Saad Bashir and Canqian Yang and Shaofei Qin and Xinmei Tian and Baocai Yin and Jie Zhao and Dimitris N Metaxas and Hongsheng Li and Chaofu Wang and Shaoting Zhang},
url = {https://doi.org/10.1016/j.media.2022.102485},
doi = {10.1016/j.media.2022.102485},
year = {2022},
date = {2022-01-01},
journal = {Medical Image Anal.},
volume = {80},
pages = {102485},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Luo, Xiangde; Wang, Guotai; Liao, Wenjun; Chen, Jieneng; Song, Tao; Chen, Yinan; Zhang, Shichuan; Metaxas, Dimitris N; Zhang, Shaoting Semi-supervised medical image segmentation via uncertainty rectified
pyramid consistency Journal Article Medical Image Anal., 80 , pp. 102517, 2022. Links | BibTeX @article{DBLP:journals/mia/LuoWLCSCZMZ22,
title = {Semi-supervised medical image segmentation via uncertainty rectified
pyramid consistency},
author = {Xiangde Luo and Guotai Wang and Wenjun Liao and Jieneng Chen and Tao Song and Yinan Chen and Shichuan Zhang and Dimitris N Metaxas and Shaoting Zhang},
url = {https://doi.org/10.1016/j.media.2022.102517},
doi = {10.1016/j.media.2022.102517},
year = {2022},
date = {2022-01-01},
journal = {Medical Image Anal.},
volume = {80},
pages = {102517},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Naghizadeh, Alireza; -, Wei; Cho, Jong Hyun; Xu, Hongye; Mohamed, Mohab; Li, Dali; Xiong, Wei; Metaxas, Dimitris N; Ramos, Carlos A; Liu, Dongfang In vitro machine learning-based CAR Ŧ immunological synapse quality
measurements correlate with patient clinical outcomes Journal Article PLoS Comput. Biol., 18 (3), 2022. Links | BibTeX @article{DBLP:journals/ploscb/NaghizadehTCXML22,
title = {In vitro machine learning-based CAR Ŧ immunological synapse quality
measurements correlate with patient clinical outcomes},
author = {Alireza Naghizadeh and Wei - and Jong Hyun Cho and Hongye Xu and Mohab Mohamed and Dali Li and Wei Xiong and Dimitris N Metaxas and Carlos A Ramos and Dongfang Liu},
url = {https://doi.org/10.1371/journal.pcbi.1009883},
doi = {10.1371/journal.pcbi.1009883},
year = {2022},
date = {2022-01-01},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Wang, Guotai; Zhai, Shuwei; Lasio, Giovanni; Zhang, Baoshe; Yi, Byong; Chen, Shifeng; Macvittie, Thomas J; Metaxas, Dimitris N; Zhou, Jinghao; Zhang, Shaoting Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis
From Lung CT Scans With Multi-Scale Guided Dense Attention Journal Article IEEE Trans. Medical Imaging, 41 (3), pp. 531–542, 2022. Links | BibTeX @article{DBLP:journals/tmi/WangZLZYCMMZZ22,
title = {Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis
From Lung CT Scans With Multi-Scale Guided Dense Attention},
author = {Guotai Wang and Shuwei Zhai and Giovanni Lasio and Baoshe Zhang and Byong Yi and Shifeng Chen and Thomas J Macvittie and Dimitris N Metaxas and Jinghao Zhou and Shaoting Zhang},
url = {https://doi.org/10.1109/TMI.2021.3117564},
doi = {10.1109/TMI.2021.3117564},
year = {2022},
date = {2022-01-01},
journal = {IEEE Trans. Medical Imaging},
volume = {41},
number = {3},
pages = {531--542},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Yang, Dong; Lasio, Giovanni; Zhang, Baoshe; Yi, Byong; Chen, Shifeng; Zhang, Yin; Macvittie, Thomas J; Metaxas, Dimitris N; Zhou, Jinghao Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional
Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with
Radiation-Induced Lung Damage Journal Article J. Signal Process. Syst., 94 (5), pp. 473–483, 2022. Links | BibTeX @article{DBLP:journals/vlsisp/YangLZYCZMMZ22,
title = {Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional
Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with
Radiation-Induced Lung Damage},
author = {Dong Yang and Giovanni Lasio and Baoshe Zhang and Byong Yi and Shifeng Chen and Yin Zhang and Thomas J Macvittie and Dimitris N Metaxas and Jinghao Zhou},
url = {https://doi.org/10.1007/s11265-020-01605-3},
doi = {10.1007/s11265-020-01605-3},
year = {2022},
date = {2022-01-01},
journal = {J. Signal Process. Syst.},
volume = {94},
number = {5},
pages = {473--483},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Zhang, Wenjia; Zhang, Yikai; Hu, Xiaoling; Goswami, Mayank; Chen, Chao; Metaxas, Dimitris N A Manifold View of Adversarial Risk Inproceedings -, Gustau Camps; Ruiz, Francisco J R; Valera, Isabel (Ed.): International Conference on Artificial Intelligence and Statistics,
AISTATS 2022, 28-30 March 2022, Virtual Event, pp. 11598–11614, PMLR, 2022. Links | BibTeX @inproceedings{DBLP:conf/aistats/ZhangZ0G0M22,
title = {A Manifold View of Adversarial Risk},
author = {Wenjia Zhang and Yikai Zhang and Xiaoling Hu and Mayank Goswami and Chao Chen and Dimitris N Metaxas},
editor = {Gustau Camps - and Francisco J R Ruiz and Isabel Valera},
url = {https://proceedings.mlr.press/v151/zhang22h.html},
year = {2022},
date = {2022-01-01},
booktitle = {International Conference on Artificial Intelligence and Statistics,
AISTATS 2022, 28-30 March 2022, Virtual Event},
volume = {151},
pages = {11598--11614},
publisher = {PMLR},
series = {Proceedings of Machine Learning Research},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Li, Tingfeng; Han, Shaobo; Min, Martin Renqiang; Metaxas, Dimitris N Learning Transferable Reward for Query Object Localization with Policy
Adaptation Inproceedings The Tenth International Conference on Learning Representations, ICLR
2022, Virtual Event, April 25-29, 2022, OpenReview.net, 2022. Links | BibTeX @inproceedings{DBLP:conf/iclr/LiHMM22,
title = {Learning Transferable Reward for Query Object Localization with Policy
Adaptation},
author = {Tingfeng Li and Shaobo Han and Martin Renqiang Min and Dimitris N Metaxas},
url = {https://openreview.net/forum?id=92tYQiil17},
year = {2022},
date = {2022-01-01},
booktitle = {The Tenth International Conference on Learning Representations, ICLR
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zhangli, Qilong; Yi, Jingru; Liu, Di; He, Xiaoxiao; Xia, Zhaoyang; Chang, Qi; Han, Ligong; Gao, Yunhe; Wen, Song; Tang, Haiming; Wang, He; Zhou, Mu; Metaxas, Dimitris N Region Proposal Rectification Towards Robust Instance Segmentation
of Biological Images Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part IV, pp. 129–139, Springer, 2022. Links | BibTeX @inproceedings{DBLP:conf/miccai/ZhangliYLHXCHGW22,
title = {Region Proposal Rectification Towards Robust Instance Segmentation
of Biological Images},
author = {Qilong Zhangli and Jingru Yi and Di Liu and Xiaoxiao He and Zhaoyang Xia and Qi Chang and Ligong Han and Yunhe Gao and Song Wen and Haiming Tang and He Wang and Mu Zhou and Dimitris N Metaxas},
editor = {Linwei Wang and Qi Dou and Thomas P Fletcher and Stefanie Speidel and Shuo Li},
url = {https://doi.org/10.1007/978-3-031-16440-8_13},
doi = {10.1007/978-3-031-16440-8_13},
year = {2022},
date = {2022-01-01},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part IV},
volume = {13434},
pages = {129--139},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Liu, Di; Gao, Yunhe; Zhangli, Qilong; Han, Ligong; He, Xiaoxiao; Xia, Zhaoyang; Wen, Song; Chang, Qi; Yan, Zhennan; Zhou, Mu; Metaxas, Dimitris N TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation
with Transformers Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part V, pp. 485–495, Springer, 2022. Links | BibTeX @inproceedings{DBLP:conf/miccai/LiuGZHHXWCYZM22,
title = {TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation
with Transformers},
author = {Di Liu and Yunhe Gao and Qilong Zhangli and Ligong Han and Xiaoxiao He and Zhaoyang Xia and Song Wen and Qi Chang and Zhennan Yan and Mu Zhou and Dimitris N Metaxas},
editor = {Linwei Wang and Qi Dou and Thomas P Fletcher and Stefanie Speidel and Shuo Li},
url = {https://doi.org/10.1007/978-3-031-16443-9_47},
doi = {10.1007/978-3-031-16443-9_47},
year = {2022},
date = {2022-01-01},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part V},
volume = {13435},
pages = {485--495},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chang, Qi; Yan, Zhennan; Zhou, Mu; Liu, Di; Sawalha, Khalid; Ye, Meng; Zhangli, Qilong; Kanski, Mikael; Al'Aref, Subhi; Axel, Leon; Metaxas, Dimitris N DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction
via a Structure-Specific Generative Method Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part IV, pp. 567–577, Springer, 2022. Links | BibTeX @inproceedings{DBLP:conf/miccai/ChangYZLSYZKAAM22,
title = {DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction
via a Structure-Specific Generative Method},
author = {Qi Chang and Zhennan Yan and Mu Zhou and Di Liu and Khalid Sawalha and Meng Ye and Qilong Zhangli and Mikael Kanski and Subhi Al'Aref and Leon Axel and Dimitris N Metaxas},
editor = {Linwei Wang and Qi Dou and Thomas P Fletcher and Stefanie Speidel and Shuo Li},
url = {https://doi.org/10.1007/978-3-031-16440-8_54},
doi = {10.1007/978-3-031-16440-8_54},
year = {2022},
date = {2022-01-01},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part IV},
volume = {13434},
pages = {567--577},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Han, Ligong; Musunuri, Sri Harsha; Min, Martin Renqiang; Gao, Ruijiang; Tian, Yu; Metaxas, Dimitris N AE-StyleGAN: Improved Training of Style-Based Auto-Encoders Inproceedings IEEE/CVF Winter Conference on Applications of Computer Vision, WACV
2022, Waikoloa, HI, USA, January 3-8, 2022, pp. 955–964, IEEE, 2022. Links | BibTeX @inproceedings{DBLP:conf/wacv/HanMMGTM22,
title = {AE-StyleGAN: Improved Training of Style-Based Auto-Encoders},
author = {Ligong Han and Sri Harsha Musunuri and Martin Renqiang Min and Ruijiang Gao and Yu Tian and Dimitris N Metaxas},
url = {https://doi.org/10.1109/WACV51458.2022.00103},
doi = {10.1109/WACV51458.2022.00103},
year = {2022},
date = {2022-01-01},
booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision, WACV
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {955--964},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Neidle, Carol; Opoku, Augustine; Metaxas, Dimitris N ASL Video Corpora & Sign Bank: Resources Available through the
American Sign Language Linguistic Research Project (ASLLRP) Journal Article CoRR, abs/2201.07899 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2201-07899,
title = {ASL Video Corpora & Sign Bank: Resources Available through the
American Sign Language Linguistic Research Project (ASLLRP)},
author = {Carol Neidle and Augustine Opoku and Dimitris N Metaxas},
url = {https://arxiv.org/abs/2201.07899},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2201.07899},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Li, Zhuowei; Liu, Zihao; Hu, Zhiqiang; Xia, Qing; Xiong, Ruiqin; Zhang, Shaoting; Metaxas, Dimitris N; Jiang, Tingting Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Journal Article CoRR, abs/2201.08779 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2201-08779,
title = {Contrastive and Selective Hidden Embeddings for Medical Image Segmentation},
author = {Zhuowei Li and Zihao Liu and Zhiqiang Hu and Qing Xia and Ruiqin Xiong and Shaoting Zhang and Dimitris N Metaxas and Tingting Jiang},
url = {https://arxiv.org/abs/2201.08779},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2201.08779},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chang, Qi; Qu, Hui; Yan, Zhennan; Gao, Yunhe; Baskaran, Lohendran; Metaxas, Dimitris N Modality Bank: Learn multi-modality images across data centers without
sharing medical data Journal Article CoRR, abs/2201.08955 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2201-08955,
title = {Modality Bank: Learn multi-modality images across data centers without
sharing medical data},
author = {Qi Chang and Hui Qu and Zhennan Yan and Yunhe Gao and Lohendran Baskaran and Dimitris N Metaxas},
url = {https://arxiv.org/abs/2201.08955},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2201.08955},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ding, Kexin; Zhou, Mu; Wang, Zichen; Liu, Qiao; Arnold, Corey W; Zhang, Shaoting; Metaxas, Dimitris N Graph Convolutional Networks for Multi-modality Medical Imaging: Methods,
Architectures, and Clinical Applications Journal Article CoRR, abs/2202.08916 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2202-08916,
title = {Graph Convolutional Networks for Multi-modality Medical Imaging: Methods,
Architectures, and Clinical Applications},
author = {Kexin Ding and Mu Zhou and Zichen Wang and Qiao Liu and Corey W Arnold and Shaoting Zhang and Dimitris N Metaxas},
url = {https://arxiv.org/abs/2202.08916},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2202.08916},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Li, Tingfeng; Han, Shaobo; Min, Martin Renqiang; Metaxas, Dimitris N Learning Transferable Reward for Query Object Localization with Policy
Adaptation Journal Article CoRR, abs/2202.12403 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2202-12403,
title = {Learning Transferable Reward for Query Object Localization with Policy
Adaptation},
author = {Tingfeng Li and Shaobo Han and Martin Renqiang Min and Dimitris N Metaxas},
url = {https://arxiv.org/abs/2202.12403},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2202.12403},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Gao, Yunhe; Zhou, Mu; Liu, Di; Metaxas, Dimitris N A Multi-scale Transformer for Medical Image Segmentation: Architectures,
Model Efficiency, and Benchmarks Journal Article CoRR, abs/2203.00131 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-00131,
title = {A Multi-scale Transformer for Medical Image Segmentation: Architectures,
Model Efficiency, and Benchmarks},
author = {Yunhe Gao and Mu Zhou and Di Liu and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2203.00131},
doi = {10.48550/arXiv.2203.00131},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.00131},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Han, Ligong; Ren, Jian; -, Hsin; Barbieri, Francesco; Olszewski, Kyle; Minaee, Shervin; Metaxas, Dimitris N; Tulyakov, Sergey Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning Journal Article CoRR, abs/2203.02573 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-02573,
title = {Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning},
author = {Ligong Han and Jian Ren and Hsin - and Francesco Barbieri and Kyle Olszewski and Shervin Minaee and Dimitris N Metaxas and Sergey Tulyakov},
url = {https://doi.org/10.48550/arXiv.2203.02573},
doi = {10.48550/arXiv.2203.02573},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.02573},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Zhangli, Qilong; Yi, Jingru; Liu, Di; He, Xiaoxiao; Xia, Zhaoyang; Tang, Haiming; Wang, He; Zhou, Mu; Metaxas, Dimitris N Region Proposal Rectification Towards Robust Instance Segmentation
of Biological Images Journal Article CoRR, abs/2203.02846 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-02846,
title = {Region Proposal Rectification Towards Robust Instance Segmentation
of Biological Images},
author = {Qilong Zhangli and Jingru Yi and Di Liu and Xiaoxiao He and Zhaoyang Xia and Haiming Tang and He Wang and Mu Zhou and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2203.02846},
doi = {10.48550/arXiv.2203.02846},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.02846},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Liu, Di; Gao, Yunhe; Zhangli, Qilong; Yan, Zhennan; Zhou, Mu; Metaxas, Dimitris N TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation
with Transformers Journal Article CoRR, abs/2203.10726 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-10726,
title = {TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation
with Transformers},
author = {Di Liu and Yunhe Gao and Qilong Zhangli and Zhennan Yan and Mu Zhou and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2203.10726},
doi = {10.48550/arXiv.2203.10726},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.10726},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Zhao, Shiyu; Zhao, Long; Zhang, Zhixing; Zhou, Enyu; Metaxas, Dimitris N Global Matching with Overlapping Attention for Optical Flow Estimation Journal Article CoRR, abs/2203.11335 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-11335,
title = {Global Matching with Overlapping Attention for Optical Flow Estimation},
author = {Shiyu Zhao and Long Zhao and Zhixing Zhang and Enyu Zhou and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2203.11335},
doi = {10.48550/arXiv.2203.11335},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.11335},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Zhang, Wenjia; Zhang, Yikai; Hu, Xiaolin; Goswami, Mayank; Chen, Chao; Metaxas, Dimitris N A Manifold View of Adversarial Risk Journal Article CoRR, abs/2203.13277 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2203-13277,
title = {A Manifold View of Adversarial Risk},
author = {Wenjia Zhang and Yikai Zhang and Xiaolin Hu and Mayank Goswami and Chao Chen and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2203.13277},
doi = {10.48550/arXiv.2203.13277},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.13277},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Li, Zhuowei; Gao, Yibo; Zha, Zhenzhou; Hu, Zhiqiang; Xia, Qing; Zhang, Shaoting; Metaxas, Dimitris N Towards Self-supervised and Weight-preserving Neural Architecture
Search Journal Article CoRR, abs/2206.04125 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2206-04125,
title = {Towards Self-supervised and Weight-preserving Neural Architecture
Search},
author = {Zhuowei Li and Yibo Gao and Zhenzhou Zha and Zhiqiang Hu and Qing Xia and Shaoting Zhang and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2206.04125},
doi = {10.48550/arXiv.2206.04125},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2206.04125},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chang, Qi; Yan, Zhennan; Zhou, Mu; Liu, Di; Sawalha, Khalid; Ye, Meng; Zhangli, Qilong; Kanski, Mikael; Al'Aref, Subhi; Axel, Leon; Metaxas, Dimitris N DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction
via A Structure-Specific Generative Method Journal Article CoRR, abs/2206.07163 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2206-07163,
title = {DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction
via A Structure-Specific Generative Method},
author = {Qi Chang and Zhennan Yan and Mu Zhou and Di Liu and Khalid Sawalha and Meng Ye and Qilong Zhangli and Mikael Kanski and Subhi Al'Aref and Leon Axel and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2206.07163},
doi = {10.48550/arXiv.2206.07163},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2206.07163},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Daniels, Zachary A; Metaxas, Dimitris N A Dynamic Data Driven Approach for Explainable Scene Understanding Journal Article CoRR, abs/2206.09089 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2206-09089,
title = {A Dynamic Data Driven Approach for Explainable Scene Understanding},
author = {Zachary A Daniels and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2206.09089},
doi = {10.48550/arXiv.2206.09089},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2206.09089},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Zhao, Shiyu; Zhang, Zhixing; Schulter, Samuel; Zhao, Long; BG, Vijay Kumar; Stathopoulos, Anastasis; Chandraker, Manmohan; Metaxas, Dimitris N Exploiting Unlabeled Data with Vision and Language Models for Object
Detection Journal Article CoRR, abs/2207.08954 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2207-08954,
title = {Exploiting Unlabeled Data with Vision and Language Models for Object
Detection},
author = {Shiyu Zhao and Zhixing Zhang and Samuel Schulter and Long Zhao and Vijay Kumar BG and Anastasis Stathopoulos and Manmohan Chandraker and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2207.08954},
doi = {10.48550/arXiv.2207.08954},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2207.08954},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chen, Yuxiao; Zhao, Long; Yuan, Jianbo; Tian, Yu; Xia, Zhaoyang; Geng, Shijie; Han, Ligong; Metaxas, Dimitris N Hierarchically Self-Supervised Transformer for Human Skeleton Representation
Learning Journal Article CoRR, abs/2207.09644 , 2022. Links | BibTeX @article{DBLP:journals/corr/abs-2207-09644,
title = {Hierarchically Self-Supervised Transformer for Human Skeleton Representation
Learning},
author = {Yuxiao Chen and Long Zhao and Jianbo Yuan and Yu Tian and Zhaoyang Xia and Shijie Geng and Ligong Han and Dimitris N Metaxas},
url = {https://doi.org/10.48550/arXiv.2207.09644},
doi = {10.48550/arXiv.2207.09644},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2207.09644},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2021
|
Qu, Hui; Minacapelli, Carlos D; Tait, Christopher; Gupta, Kapil; Bhurwal, Abhishek; Catalano, Carolyn; Dafalla, Randa; Metaxas, Dimitris N; Rustgi, Vinod Training of computational algorithms to predict NAFLD activity score
and fibrosis stage from liver histopathology slides Journal Article Comput. Methods Programs Biomed., 207 , pp. 106153, 2021. Links | BibTeX @article{DBLP:journals/cmpb/QuMTGBCDMR21,
title = {Training of computational algorithms to predict NAFLD activity score
and fibrosis stage from liver histopathology slides},
author = {Hui Qu and Carlos D Minacapelli and Christopher Tait and Kapil Gupta and Abhishek Bhurwal and Carolyn Catalano and Randa Dafalla and Dimitris N Metaxas and Vinod Rustgi},
url = {https://doi.org/10.1016/j.cmpb.2021.106153},
doi = {10.1016/j.cmpb.2021.106153},
year = {2021},
date = {2021-01-01},
journal = {Comput. Methods Programs Biomed.},
volume = {207},
pages = {106153},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Li, Hongsheng; Zhang, Shaoting; Metaxas, Dimitris N Guest editorial: Deep learning for medical image analysis Journal Article Neurocomputing, 438 , pp. 209–210, 2021. Links | BibTeX @article{DBLP:journals/ijon/LiZM21,
title = {Guest editorial: Deep learning for medical image analysis},
author = {Hongsheng Li and Shaoting Zhang and Dimitris N Metaxas},
url = {https://doi.org/10.1016/j.neucom.2021.01.065},
doi = {10.1016/j.neucom.2021.01.065},
year = {2021},
date = {2021-01-01},
journal = {Neurocomputing},
volume = {438},
pages = {209--210},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Gao, Yunhe; Huang, Rui; Yang, Yiwei; Zhang, Jie; Shao, Kainan; Tao, Changjuan; Chen, Yuanyuan; Metaxas, Dimitris N; Li, Hongsheng; Chen, Ming FocusNetv2: Imbalanced large and small organ segmentation with adversarial
shape constraint for head and neck CT images Journal Article Medical Image Anal., 67 , pp. 101831, 2021. Links | BibTeX @article{DBLP:journals/mia/GaoHYZSTCMLC21,
title = {FocusNetv2: Imbalanced large and small organ segmentation with adversarial
shape constraint for head and neck CT images},
author = {Yunhe Gao and Rui Huang and Yiwei Yang and Jie Zhang and Kainan Shao and Changjuan Tao and Yuanyuan Chen and Dimitris N Metaxas and Hongsheng Li and Ming Chen},
url = {https://doi.org/10.1016/j.media.2020.101831},
doi = {10.1016/j.media.2020.101831},
year = {2021},
date = {2021-01-01},
journal = {Medical Image Anal.},
volume = {67},
pages = {101831},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Huang, Qiaoying; Xian, Yikun; Yang, Dong; Qu, Hui; Yi, Jingru; Wu, Pengxiang; Metaxas, Dimitris N Dynamic MRI reconstruction with end-to-end motion-guided network Journal Article Medical Image Anal., 68 , pp. 101901, 2021. Links | BibTeX @article{DBLP:journals/mia/HuangXYQYWM21,
title = {Dynamic MRI reconstruction with end-to-end motion-guided network},
author = {Qiaoying Huang and Yikun Xian and Dong Yang and Hui Qu and Jingru Yi and Pengxiang Wu and Dimitris N Metaxas},
url = {https://doi.org/10.1016/j.media.2020.101901},
doi = {10.1016/j.media.2020.101901},
year = {2021},
date = {2021-01-01},
journal = {Medical Image Anal.},
volume = {68},
pages = {101901},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Qu, Yang; Li, Xiaomin; Yan, Zhennan; Zhao, Liang; Zhang, Lichi; Liu, Chang; Xie, Shuaining; Li, Kang; Metaxas, Dimitris N; Wu, Wen; Hao, Yongqiang; Dai, Kerong; Zhang, Shaoting; Tao, Xiaofeng; Ai, Songtao Surgical planning of pelvic tumor using multi-view CNN with relation-context
representation learning Journal Article Medical Image Anal., 69 , pp. 101954, 2021. Links | BibTeX @article{DBLP:journals/mia/QuLYZZLX0MWHDZT21,
title = {Surgical planning of pelvic tumor using multi-view CNN with relation-context
representation learning},
author = {Yang Qu and Xiaomin Li and Zhennan Yan and Liang Zhao and Lichi Zhang and Chang Liu and Shuaining Xie and Kang Li and Dimitris N Metaxas and Wen Wu and Yongqiang Hao and Kerong Dai and Shaoting Zhang and Xiaofeng Tao and Songtao Ai},
url = {https://doi.org/10.1016/j.media.2020.101954},
doi = {10.1016/j.media.2020.101954},
year = {2021},
date = {2021-01-01},
journal = {Medical Image Anal.},
volume = {69},
pages = {101954},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Naghizadeh, Alireza; Metaxas, Dimitris N; Liu, Dongfang Greedy auto-augmentation for n-shot learning using deep neural networks Journal Article Neural Networks, 135 , pp. 68–77, 2021. Links | BibTeX @article{DBLP:journals/nn/NaghizadehML21,
title = {Greedy auto-augmentation for n-shot learning using deep neural networks},
author = {Alireza Naghizadeh and Dimitris N Metaxas and Dongfang Liu},
url = {https://doi.org/10.1016/j.neunet.2020.11.015},
doi = {10.1016/j.neunet.2020.11.015},
year = {2021},
date = {2021-01-01},
journal = {Neural Networks},
volume = {135},
pages = {68--77},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Song, Huihui; Xu, Wenjie; Liu, Dong; Liu, Bo; Liu, Qingshan; Metaxas, Dimitris N Multi-Stage Feature Fusion Network for Video Super-Resolution Journal Article IEEE Trans. Image Process., 30 , pp. 2923–2934, 2021. Links | BibTeX @article{DBLP:journals/tip/SongXLLLM21,
title = {Multi-Stage Feature Fusion Network for Video Super-Resolution},
author = {Huihui Song and Wenjie Xu and Dong Liu and Bo Liu and Qingshan Liu and Dimitris N Metaxas},
url = {https://doi.org/10.1109/TIP.2021.3056868},
doi = {10.1109/TIP.2021.3056868},
year = {2021},
date = {2021-01-01},
journal = {IEEE Trans. Image Process.},
volume = {30},
pages = {2923--2934},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Yi, Jingru; Wu, Pengxiang; Tang, Hui; Liu, Bo; Huang, Qiaoying; Qu, Hui; Han, Lianyi; Fan, Wei; Hoeppner, Daniel J; Metaxas, Dimitris N Object-Guided Instance Segmentation With Auxiliary Feature Refinement
for Biological Images Journal Article IEEE Trans. Medical Imaging, 40 (9), pp. 2403–2414, 2021. Links | BibTeX @article{DBLP:journals/tmi/YiWT0HQHFHM21,
title = {Object-Guided Instance Segmentation With Auxiliary Feature Refinement
for Biological Images},
author = {Jingru Yi and Pengxiang Wu and Hui Tang and Bo Liu and Qiaoying Huang and Hui Qu and Lianyi Han and Wei Fan and Daniel J Hoeppner and Dimitris N Metaxas},
url = {https://doi.org/10.1109/TMI.2021.3077285},
doi = {10.1109/TMI.2021.3077285},
year = {2021},
date = {2021-01-01},
journal = {IEEE Trans. Medical Imaging},
volume = {40},
number = {9},
pages = {2403--2414},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Wang, Wenji; Xia, Qing; Hu, Zhiqiang; Yan, Zhennan; Li, Zhuowei; Wu, Yang; Huang, Ning; Gao, Yue; Metaxas, Dimitris N; Zhang, Shaoting Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo
Label Assessment for Whole Heart Segmentation Journal Article IEEE Trans. Medical Imaging, 40 (10), pp. 2629–2641, 2021. Links | BibTeX @article{DBLP:journals/tmi/WangXHYLWHGMZ21,
title = {Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo
Label Assessment for Whole Heart Segmentation},
author = {Wenji Wang and Qing Xia and Zhiqiang Hu and Zhennan Yan and Zhuowei Li and Yang Wu and Ning Huang and Yue Gao and Dimitris N Metaxas and Shaoting Zhang},
url = {https://doi.org/10.1109/TMI.2021.3053008},
doi = {10.1109/TMI.2021.3053008},
year = {2021},
date = {2021-01-01},
journal = {IEEE Trans. Medical Imaging},
volume = {40},
number = {10},
pages = {2629--2641},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lee, Sooyeon; Glasser, Abraham; Dingman, Becca; Xia, Zhaoyang; Metaxas, Dimitris N; Neidle, Carol; Huenerfauth, Matt American Sign Language Video Anonymization to Support Online Participation
of Deaf and Hard of Hearing Users Inproceedings Lazar, Jonathan; Feng, Jinjuan Heidi; Hwang, Faustina (Ed.): ASSETS '21: The 23rd International ACM SIGACCESS Conference
on Computers and Accessibility, Virtual Event, USA, October 18-22,
2021, pp. 22:1–22:13, ACM, 2021. Links | BibTeX @inproceedings{DBLP:conf/assets/LeeGDXMNH21,
title = {American Sign Language Video Anonymization to Support Online Participation
of Deaf and Hard of Hearing Users},
author = {Sooyeon Lee and Abraham Glasser and Becca Dingman and Zhaoyang Xia and Dimitris N Metaxas and Carol Neidle and Matt Huenerfauth},
editor = {Jonathan Lazar and Jinjuan Heidi Feng and Faustina Hwang},
url = {https://doi.org/10.1145/3441852.3471200},
doi = {10.1145/3441852.3471200},
year = {2021},
date = {2021-01-01},
booktitle = {ASSETS '21: The 23rd International ACM SIGACCESS Conference
on Computers and Accessibility, Virtual Event, USA, October 18-22,
2021},
pages = {22:1--22:13},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Li, Siyao; Zhao, Shiyu; Yu, Weijiang; Sun, Wenxiu; Metaxas, Dimitris N; Loy, Chen Change; Liu, Ziwei Deep Animation Video Interpolation in the Wild Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021, pp. 6587–6595, Computer Vision Foundation / IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/cvpr/LiZYSML021,
title = {Deep Animation Video Interpolation in the Wild},
author = {Siyao Li and Shiyu Zhao and Weijiang Yu and Wenxiu Sun and Dimitris N Metaxas and Chen Change Loy and Ziwei Liu},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Siyao_Deep_Animation_Video_Interpolation_in_the_Wild_CVPR_2021_paper.html},
doi = {10.1109/CVPR46437.2021.00652},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021},
pages = {6587--6595},
publisher = {Computer Vision Foundation / IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ye, Meng; Kanski, Mikael; Yang, Dong; Chang, Qi; Yan, Zhennan; Huang, Qiaoying; Axel, Leon; Metaxas, Dimitris N DeepTag: An Unsupervised Deep Learning Method for Motion Tracking
on Cardiac Tagging Magnetic Resonance Images Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021, pp. 7261–7271, Computer Vision Foundation / IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/cvpr/YeK0CYHAM21,
title = {DeepTag: An Unsupervised Deep Learning Method for Motion Tracking
on Cardiac Tagging Magnetic Resonance Images},
author = {Meng Ye and Mikael Kanski and Dong Yang and Qi Chang and Zhennan Yan and Qiaoying Huang and Leon Axel and Dimitris N Metaxas},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Ye_DeepTag_An_Unsupervised_Deep_Learning_Method_for_Motion_Tracking_on_CVPR_2021_paper.html},
doi = {10.1109/CVPR46437.2021.00718},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021},
pages = {7261--7271},
publisher = {Computer Vision Foundation / IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zhao, Long; Wang, Yuxiao; Zhao, Jiaping; Yuan, Liangzhe; Sun, Jennifer J; Schroff, Florian; Adam, Hartwig; Peng, Xi; Metaxas, Dimitris N; Liu, Ting Learning View-Disentangled Human Pose Representation by Contrastive
Cross-View Mutual Information Maximization Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021, pp. 12793–12802, Computer Vision Foundation / IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/cvpr/0003WZYSSA0M021,
title = {Learning View-Disentangled Human Pose Representation by Contrastive
Cross-View Mutual Information Maximization},
author = {Long Zhao and Yuxiao Wang and Jiaping Zhao and Liangzhe Yuan and Jennifer J Sun and Florian Schroff and Hartwig Adam and Xi Peng and Dimitris N Metaxas and Ting Liu},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Zhao_Learning_View-Disentangled_Human_Pose_Representation_by_Contrastive_Cross-View_Mutual_Information_CVPR_2021_paper.html},
doi = {10.1109/CVPR46437.2021.01260},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR
2021, virtual, June 19-25, 2021},
pages = {12793--12802},
publisher = {Computer Vision Foundation / IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tang, Zhiqiang; Gao, Yunhe; Zhu, Yi; Zhang, Zhi; Li, Mu; Metaxas, Dimitris N CrossNorm and SelfNorm for Generalization under Distribution Shifts Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021, pp. 52–61, IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/iccv/0001GZZ0M21,
title = {CrossNorm and SelfNorm for Generalization under Distribution Shifts},
author = {Zhiqiang Tang and Yunhe Gao and Yi Zhu and Zhi Zhang and Mu Li and Dimitris N Metaxas},
url = {https://doi.org/10.1109/ICCV48922.2021.00012},
doi = {10.1109/ICCV48922.2021.00012},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {52--61},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Naghizadeh, Alireza; Xu, Hongye; Mohamed, Mohab; Metaxas, Dimitris N; Liu, Dongfang Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images
with Artificial Neural Networks Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021, pp. 3932–3941, IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/iccv/NaghizadehXMML21,
title = {Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images
with Artificial Neural Networks},
author = {Alireza Naghizadeh and Hongye Xu and Mohab Mohamed and Dimitris N Metaxas and Dongfang Liu},
url = {https://doi.org/10.1109/ICCV48922.2021.00392},
doi = {10.1109/ICCV48922.2021.00392},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3932--3941},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Voskou, Andreas; Panousis, Konstantinos P; Kosmopoulos, Dimitrios; Metaxas, Dimitris N; Chatzis, Sotirios Stochastic Transformer Networks with Linear Competing Units: Application
to end-to-end SL Translation Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021, pp. 11926–11935, IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/iccv/VoskouPKMC21,
title = {Stochastic Transformer Networks with Linear Competing Units: Application
to end-to-end SL Translation},
author = {Andreas Voskou and Konstantinos P Panousis and Dimitrios Kosmopoulos and Dimitris N Metaxas and Sotirios Chatzis},
url = {https://doi.org/10.1109/ICCV48922.2021.01173},
doi = {10.1109/ICCV48922.2021.01173},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {11926--11935},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Han, Ligong; Min, Martin Renqiang; Stathopoulos, Anastasis; Tian, Yu; Gao, Ruijiang; Kadav, Asim; Metaxas, Dimitris N Dual Projection Generative Adversarial Networks for Conditional Image
Generation Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021, pp. 14418–14427, IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/iccv/HanMSTGKM21,
title = {Dual Projection Generative Adversarial Networks for Conditional Image
Generation},
author = {Ligong Han and Martin Renqiang Min and Anastasis Stathopoulos and Yu Tian and Ruijiang Gao and Asim Kadav and Dimitris N Metaxas},
url = {https://doi.org/10.1109/ICCV48922.2021.01417},
doi = {10.1109/ICCV48922.2021.01417},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF International Conference on Computer Vision, ICCV
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {14418--14427},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tian, Yu; Ren, Jian; Chai, Menglei; Olszewski, Kyle; Peng, Xi; Metaxas, Dimitris N; Tulyakov, Sergey A Good Image Generator Is What You Need for High-Resolution Video
Synthesis Inproceedings 9th International Conference on Learning Representations, ICLR 2021,
Virtual Event, Austria, May 3-7, 2021, OpenReview.net, 2021. Links | BibTeX @inproceedings{DBLP:conf/iclr/TianRCO0MT21,
title = {A Good Image Generator Is What You Need for High-Resolution Video
Synthesis},
author = {Yu Tian and Jian Ren and Menglei Chai and Kyle Olszewski and Xi Peng and Dimitris N Metaxas and Sergey Tulyakov},
url = {https://openreview.net/forum?id=6puCSjH3hwA},
year = {2021},
date = {2021-01-01},
booktitle = {9th International Conference on Learning Representations, ICLR 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gao, Yunhe; Tang, Zhiqiang; Zhou, Mu; Metaxas, Dimitris N Enabling Data Diversity: Efficient Automatic Augmentation via Regularized
Adversarial Training Inproceedings Feragen, Aasa; Sommer, Stefan; Schnabel, Julia A; Nielsen, Mads (Ed.): Information Processing in Medical Imaging - 27th International Conference,
IPMI 2021, Virtual Event, June 28-June 30, 2021, Proceedings, pp. 85–97, Springer, 2021. Links | BibTeX @inproceedings{DBLP:conf/ipmi/Gao0ZM21,
title = {Enabling Data Diversity: Efficient Automatic Augmentation via Regularized
Adversarial Training},
author = {Yunhe Gao and Zhiqiang Tang and Mu Zhou and Dimitris N Metaxas},
editor = {Aasa Feragen and Stefan Sommer and Julia A Schnabel and Mads Nielsen},
url = {https://doi.org/10.1007/978-3-030-78191-0_7},
doi = {10.1007/978-3-030-78191-0_7},
year = {2021},
date = {2021-01-01},
booktitle = {Information Processing in Medical Imaging - 27th International Conference,
IPMI 2021, Virtual Event, June 28-June 30, 2021, Proceedings},
volume = {12729},
pages = {85--97},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Jana, Ananya; Qu, Hui; Minacapelli, Carlos D; Catalano, Carolyn; Rustgi, Vinod; Metaxas, Dimitris N Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised
Learning And Texture Encoding Inproceedings 18th IEEE International Symposium on Biomedical Imaging, ISBI
2021, Nice, France, April 13-16, 2021, pp. 1553–1557, IEEE, 2021. Links | BibTeX @inproceedings{DBLP:conf/isbi/JanaQMCRM21,
title = {Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised
Learning And Texture Encoding},
author = {Ananya Jana and Hui Qu and Carlos D Minacapelli and Carolyn Catalano and Vinod Rustgi and Dimitris N Metaxas},
url = {https://doi.org/10.1109/ISBI48211.2021.9433920},
doi = {10.1109/ISBI48211.2021.9433920},
year = {2021},
date = {2021-01-01},
booktitle = {18th IEEE International Symposium on Biomedical Imaging, ISBI
2021, Nice, France, April 13-16, 2021},
pages = {1553--1557},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gao, Yunhe; Zhou, Mu; Metaxas, Dimitris N UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Inproceedings de Bruijne, Marleen; Cattin, Philippe C; é, St; Padoy, Nicolas; Speidel, Stefanie; Zheng, Yefeng; Essert, Caroline (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part III, pp. 61–71, Springer, 2021. Links | BibTeX @inproceedings{DBLP:conf/miccai/GaoZM21,
title = {UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation},
author = {Yunhe Gao and Mu Zhou and Dimitris N Metaxas},
editor = {Marleen de Bruijne and Philippe C Cattin and St é and Nicolas Padoy and Stefanie Speidel and Yefeng Zheng and Caroline Essert},
url = {https://doi.org/10.1007/978-3-030-87199-4_6},
doi = {10.1007/978-3-030-87199-4_6},
year = {2021},
date = {2021-01-01},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part III},
volume = {12903},
pages = {61--71},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
