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104 results for Roth,+Holger

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ArticlesPeer ReviewedFull Text
The future of digital health with federated learning
Author / Creator:Rieke, Nicola ; Hancox, Jonny ; Li, Wenqi ; Milletarì, Fausto ; Roth, Holger R. ; Albarqouni, Shadi ; Bakas, Spyridon ; Galtier, Mathieu N. ; Landman, Bennett A. ; Maier-Hein, Klaus ; Ourselin, Sébastien ; Sheller, Micah ; Summers, Ronald M. ; Trask, Andrew ; Xu, Daguang ; Baust, Maximilian ; Cardoso, M. Jorge
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2020-09, Vol.3 (1), p.119-119, Article 119
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Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively
Author / Creator:Chen, Tao ; Ning, Zhenyuan ; Xu, Lili ; Feng, Xingyu ; Han, Shuai ; Roth, Holger R ; Xiong, Wei ; Zhao, Xixi ; Hu, Yanfeng ; Liu, Hao ; Jiang, Yu ; Zhang, Yu ; Li, Yong ; Xu, Yikai ; Mori, Kensaku ; Li, Guoxin
Publisher:Heidelberg: Springer Nature B.V
Journal title:European radiology, 2019-03, Vol.29 (3), p.1074-1082
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Detection of pancreatic cancer with two- and three-dimensional radiomic analysis in a nationwide population-based real-world dataset
Author / Creator:Chang, Dawei ; Chen, Po-Ting ; Wang, Pochuan ; Wu, Tinghui ; Yeh, Andre Yanchen ; Lee, Po-Chang ; Sung, Yi-Hui ; Liu, Kao-Lang ; Wu, Ming-Shiang ; Yang, Dong ; Roth, Holger ; Liao, Wei-Chih ; Wang, Weichung
Publisher:England: BioMed Central Ltd
Journal title:BMC cancer, 2023-01, Vol.23 (1), p.58-58, Article 58
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Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study
Author / Creator:Wang, Chih-Hung ; Lin, Tzuching ; Chen, Guanru ; Lee, Meng-Rui ; Tay, Joyce ; Wu, Cheng-Yi ; Wu, Meng-Che ; Roth, Holger R. ; Yang, Dong ; Zhao, Can ; Wang, Weichung ; Huang, Chien-Hua
Publisher:New York: Springer US
Journal title:Journal of medical systems, 2023-12, Vol.48 (1), p.1, Article 1
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Generalized chest CT and lab curves throughout the course of COVID-19
Author / Creator:Kassin, Michael T. ; Varble, Nicole ; Blain, Maxime ; Xu, Sheng ; Turkbey, Evrim B. ; Harmon, Stephanie ; Yang, Dong ; Xu, Ziyue ; Roth, Holger ; Xu, Daguang ; Flores, Mona ; Amalou, Amel ; Sun, Kaiyun ; Kadri, Sameer ; Patella, Francesca ; Cariati, Maurizio ; Scarabelli, Alice ; Stellato, Elvira ; Ierardi, Anna Maria ; Carrafiello, Gianpaolo ; An, Peng ; Turkbey, Baris ; Wood, Bradford J.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.6940-13, Article 6940
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ArticlesPeer ReviewedFull Text
Going to Extremes: Weakly Supervised Medical Image Segmentation
Author / Creator:Roth, Holger R. ; Yang, Dong ; Xu, Ziyue ; Wang, Xiaosong ; Xu, Daguang
Publisher:Basel: MDPI AG
Journal title:Machine learning and knowledge extraction, 2021-06, Vol.3 (2), p.507-524
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Stable polyp-scene classification via subsampling and residual learning from an imbalanced large dataset
Author / Creator:Itoh, Hayato ; Roth, Holger ; Oda, Masahiro ; Misawa, Masashi ; Mori, Yuichi ; Kudo, Shin-Ei ; Mori, Kensaku
Publisher:England: The Institution of Engineering and Technology
Journal title:Healthcare technology letters, 2019-12, Vol.6 (6), p.237-242
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Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI
Author / Creator:Mehralivand, Sherif ; Yang, Dong ; Harmon, Stephanie A. ; Xu, Daguang ; Xu, Ziyue ; Roth, Holger ; Masoudi, Samira ; Kesani, Deepak ; Lay, Nathan ; Merino, Maria J. ; Wood, Bradford J. ; Pinto, Peter A. ; Choyke, Peter L. ; Turkbey, Baris
Publisher:New York: Springer US
Journal title:Abdominal imaging, 2022-04, Vol.47 (4), p.1425-1434
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Do Gradient Inversion Attacks Make Federated Learning Unsafe?
Author / Creator:Hatamizadeh, Ali ; Yin, Hongxu ; Molchanov, Pavlo ; Myronenko, Andriy ; Li, Wenqi ; Dogra, Prerna ; Feng, Andrew ; Flores, Mona G ; Kautz, Jan ; Xu, Daguang ; Roth, Holger R
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-01
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ArticlesFull Text
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation
Author / Creator:Nath, Vishwesh ; Yang, Dong ; Landman, Bennett A ; Xu, Daguang ; Roth, Holger R
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-01
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MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images
Author / Creator:Diaz-Pinto, Andres ; Alle, Sachidanand ; Nath, Vishwesh ; Tang, Yucheng ; Ihsani, Alvin ; Asad, Muhammad ; Pérez-García, Fernando ; Mehta, Pritesh ; Li, Wenqi ; Flores, Mona ; Roth, Holger R ; Vercauteren, Tom ; Xu, Daguang ; Dogra, Prerna ; Ourselin, Sebastien ; Feng, Andrew ; Cardoso, M Jorge
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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ArticlesFull Text
Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning
Author / Creator:Nath, Vishwesh ; Yang, Dong ; Roth, Holger R ; Xu, Daguang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-09
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ArticlesFull Text
End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation
Author / Creator:Cai, Jinzheng ; Xia, Yingda ; Yang, Dong ; Xu, Daguang ; Yang, Lin ; Roth, Holger
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-10
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ArticlesFull Text
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images
Author / Creator:Diaz-Pinto, Andres ; Mehta, Pritesh ; Alle, Sachidanand ; Asad, Muhammad ; Brown, Richard ; Nath, Vishwesh ; Ihsani, Alvin ; Antonelli, Michela ; Palkovics, Daniel ; Pinter, Csaba ; Alkalay, Ron ; Pieper, Steve ; Roth, Holger R ; Xu, Daguang ; Dogra, Prerna ; Vercauteren, Tom ; Feng, Andrew ; Abood Quraini ; Ourselin, Sebastien ; Cardoso, M Jorge
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-05
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ArticlesFull Text
Weakly supervised segmentation from extreme points
Author / Creator:Roth, Holger ; Zhang, Ling ; Yang, Dong ; Milletari, Fausto ; Xu, Ziyue ; Wang, Xiaosong ; Xu, Daguang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-10
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ArticlesFull Text
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
Author / Creator:Sun, Jingwei ; Xu, Ziyue ; Yin, Hongxu ; Yang, Dong ; Xu, Daguang ; Chen, Yiran ; Roth, Holger R
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
NVIDIA FLARE: Federated Learning from Simulation to Real-World
Author / Creator:Roth, Holger R ; Cheng, Yan ; Wen, Yuhong ; Yang, Isaac ; Xu, Ziyue ; Yuan-Ting, Hsieh ; Kersten, Kristopher ; Harouni, Ahmed ; Zhao, Can ; Lu, Kevin ; Zhang, Zhihong ; Li, Wenqi ; Myronenko, Andriy ; Yang, Dong ; Yang, Sean ; Rieke, Nicola ; Abood Quraini ; Chen, Chester ; Xu, Daguang ; Ma, Nic ; Dogra, Prerna ; Flores, Mona ; Feng, Andrew
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions
Author / Creator:Hareem Nisar ; Syed Muhammad Anwar ; Jiang, Zhifan ; Parida, Abhijeet ; Sanchez-Jacob, Ramon ; Nath, Vishwesh ; Roth, Holger R ; Linguraru, Marius George
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Author / Creator:Xia, Yingda ; Yang, Dong ; Yu, Zhiding ; Liu, Fengze ; Cai, Jinzheng ; Yu, Lequan ; Zhu, Zhuotun ; Xu, Daguang ; Yuille, Alan ; Roth, Holger
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-06
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ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data
Author / Creator:Wang, Pochuan ; Chen, Shen ; Wang, Weichung ; Oda, Masahiro ; Chiou-Shann Fuh ; Mori, Kensaku ; Roth, Holger R
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-08
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The future of digital health with federated learning

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Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively

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Detection of pancreatic cancer with two- and three-dimensional radiomic analysis in a nationwide population-based real-world dataset

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Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study

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Generalized chest CT and lab curves throughout the course of COVID-19

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Going to Extremes: Weakly Supervised Medical Image Segmentation

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Stable polyp-scene classification via subsampling and residual learning from an imbalanced large dataset

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Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI

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Do Gradient Inversion Attacks Make Federated Learning Unsafe?

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Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation

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MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images

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Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning

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End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation

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DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images

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Weakly supervised segmentation from extreme points

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FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

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NVIDIA FLARE: Federated Learning from Simulation to Real-World

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D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions

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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

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ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data

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