Title
Auto-nnU-Net: Towards Automated Medical Image Segmentation Jannis Becktepe Leona Hennig Steffen Oeltze-Jafra Marius Lindauer 471 1 0 22 May 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical ImagingAAAI Conference on Artificial Intelligence (AAAI), 2024 Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 237 2 0 17 Dec 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 235 19 0 12 Jul 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2024 Qiang Zhang Kui Jiang Hongxun Yao 276 11 0 09 Mar 2024
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 332 22 0 30 Jun 2023
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationIEEE Transactions on Medical Imaging (TMI), 2023 Zeju Li Konstantinos Kamnitsas Qi Dou C. Qin Ben Glocker 142 6 0 30 May 2023
Dynamic Data Augmentation via MCTS for Prostate MRI SegmentationInternational Conference on Neural Information Processing (ICONIP), 2023 Xin-Chao Xu Yu-Tseng Hsi Hong Wang Xuelong Li 169 1 0 25 May 2023
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 181 65 0 27 Jul 2022
Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future DirectionsJournal of Applied Clinical Medical Physics (JACMP), 2022 Mingzhe Hu Jiahan Zhang L. Matkovic Tian Liu Xiaofeng Yang OffRL 120 68 0 28 Jun 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel ConvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 140 47 0 25 Apr 2022
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image SegmentationScientific Reports (Sci Rep), 2021 T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 176 29 0 21 Dec 2021
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical ImagingIEEE International Conference on Computer Vision (ICCV), 2021 Dong Yang Andriy Myronenko Xiaosong Wang Ziyue Xu H. Roth Daguang Xu ViT MedIm 3DV 147 27 0 15 Nov 2021
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation V. Nath Dong Yang Ali Hatamizadeh Anas Abidin Andriy Myronenko H. Roth Daguang Xu 107 6 0 12 Jul 2021
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingInformation Processing in Medical Imaging (IPMI), 2021 Yunhe Gao Zhiqiang Tang Mu Zhou Dimitris N. Metaxas MedIm 108 21 0 30 Mar 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 123 165 0 05 Mar 2021
Learning image quality assessment by reinforcing task amenable data selectionInformation Processing in Medical Imaging (IPMI), 2021 Shaheer U. Saeed Yunguan Fu Zachary Michael Cieman Baum Qianye Yang M. Rusu Richard E. Fan G. Sonn D. Barratt Yipeng Hu 100 16 0 15 Feb 2021
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic AlgorithmIEEE Transactions on Medical Imaging (TMI), 2020 Jiahong Wei Zhun Fan 206 89 0 29 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 157 78 0 07 Oct 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel ConvolutionEuropean Conference on Computer Vision (ECCV), 2020 Haotian Tang Zhijian Liu Shengyu Zhao Chengyue Wu Ji Lin Hanrui Wang Song Han 3DPC 419 757 0 31 Jul 2020
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation Zhun Fan Jiahong Wei Guijie Zhu Jiajie Mo Wenji Li 133 8 0 18 Jan 2020
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 255 122 0 20 Dec 2019
AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019 Xin He Kaiyong Zhao Xiaowen Chu 621 1,642 0 02 Aug 2019

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Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019

10 June 2020

Dong Yang

H. Roth

Ziyue Xu

Fausto Milletari

Ling Zhang

Daguang Xu

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Papers citing "Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation"

22 / 22 papers shown

Title
Auto-nnU-Net: Towards Automated Medical Image Segmentation Jannis Becktepe Leona Hennig Steffen Oeltze-Jafra Marius Lindauer 471 1 0 22 May 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical ImagingAAAI Conference on Artificial Intelligence (AAAI), 2024 Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 237 2 0 17 Dec 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 235 19 0 12 Jul 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2024 Qiang Zhang Kui Jiang Hongxun Yao 276 11 0 09 Mar 2024
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 332 22 0 30 Jun 2023
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationIEEE Transactions on Medical Imaging (TMI), 2023 Zeju Li Konstantinos Kamnitsas Qi Dou C. Qin Ben Glocker 142 6 0 30 May 2023
Dynamic Data Augmentation via MCTS for Prostate MRI SegmentationInternational Conference on Neural Information Processing (ICONIP), 2023 Xin-Chao Xu Yu-Tseng Hsi Hong Wang Xuelong Li 169 1 0 25 May 2023
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 181 65 0 27 Jul 2022
Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future DirectionsJournal of Applied Clinical Medical Physics (JACMP), 2022 Mingzhe Hu Jiahan Zhang L. Matkovic Tian Liu Xiaofeng Yang OffRL 120 68 0 28 Jun 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel ConvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 140 47 0 25 Apr 2022
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image SegmentationScientific Reports (Sci Rep), 2021 T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 176 29 0 21 Dec 2021
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical ImagingIEEE International Conference on Computer Vision (ICCV), 2021 Dong Yang Andriy Myronenko Xiaosong Wang Ziyue Xu H. Roth Daguang Xu ViT MedIm 3DV 147 27 0 15 Nov 2021
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation V. Nath Dong Yang Ali Hatamizadeh Anas Abidin Andriy Myronenko H. Roth Daguang Xu 107 6 0 12 Jul 2021
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingInformation Processing in Medical Imaging (IPMI), 2021 Yunhe Gao Zhiqiang Tang Mu Zhou Dimitris N. Metaxas MedIm 108 21 0 30 Mar 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 123 165 0 05 Mar 2021
Learning image quality assessment by reinforcing task amenable data selectionInformation Processing in Medical Imaging (IPMI), 2021 Shaheer U. Saeed Yunguan Fu Zachary Michael Cieman Baum Qianye Yang M. Rusu Richard E. Fan G. Sonn D. Barratt Yipeng Hu 100 16 0 15 Feb 2021
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic AlgorithmIEEE Transactions on Medical Imaging (TMI), 2020 Jiahong Wei Zhun Fan 206 89 0 29 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 157 78 0 07 Oct 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel ConvolutionEuropean Conference on Computer Vision (ECCV), 2020 Haotian Tang Zhijian Liu Shengyu Zhao Chengyue Wu Ji Lin Hanrui Wang Song Han 3DPC 419 757 0 31 Jul 2020
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation Zhun Fan Jiahong Wei Guijie Zhu Jiajie Mo Wenji Li 133 8 0 18 Jan 2020
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 255 122 0 20 Dec 2019
AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019 Xin He Kaiyong Zhao Xiaowen Chu 621 1,642 0 02 Aug 2019