All Papers

0 / 0 papers shown

Title

Title
Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation E. A. Østmo Kristoffer Wickstrøm Keyur Radiya Michael C. Kampffmeyer Karl Øyvind Mikalsen Robert Jenssen OOD 96 0 0 09 Oct 2025
Segmentation by registration-enabled SAM prompt engineering using five reference images Yaxi Chen Aleksandra Ivanova Shaheer U. Saeed R. Hargunani Jie Huang Chaozong Liu Yipeng Hu MedIm 189 7 0 25 Jul 2024
CT Liver Segmentation via PVT-based Encoding and Refined Decoding Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak Alpay Medetalibeyoglu M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci ViT MedIm 154 18 0 17 Jan 2024
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 217 11 0 14 Jun 2022
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder NetworkIEEE Transactions on Medical Imaging (TMI), 2020 Shuxin Wang Shilei Cao Zhizhong Chai Dong Wei Kai Ma Liansheng Wang Yefeng Zheng MedIm 131 17 0 07 Mar 2022
Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR Ayman Al-Kababji F. Bensaali S. Dakua 114 61 0 13 Feb 2022
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images Jiangyun Li Wenxuan Wang Chen Chen Tianxiang Zhang Sen Zha Jing Wang Hong Yu ViT MedIm 341 30 0 30 Jan 2022
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers Georg Hille Shubham Agrawal Pavan Tummala C. Wybranski M. Pech A. Surov S. Saalfeld ViT MedIm 199 37 0 26 Jan 2022
A Gradient Mapping Guided Explainable Deep Neural Network for Extracapsular Extension Identification in 3D Head and Neck Cancer Computed Tomography ImagesMedical Physics (Lancaster) (Med. Phys.), 2022 Yibin Wang Abdur Rahman W. Duggar P. R. Roberts T. V. Thomas L. Bian Haifeng Wang 121 8 0 03 Jan 2022
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
Efficient Medical Image Segmentation Based on Knowledge DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 124 149 0 23 Aug 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 156 10 0 15 Aug 2021
Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT Dmitrii Lachinov Philipp Seeboeck Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 109 21 0 02 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Hao Tang Xingwei Liu Shanlin Sun Xiangyi Yan Xiaohui Xie 145 114 0 02 Aug 2021
Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation Chenxin Li Wenao Ma Liyan Sun Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 163 49 0 31 May 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientationsEngineering applications of artificial intelligence (EAAI), 2021 Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 179 34 0 10 Mar 2021
Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI V. Couteaux Mathilde Trintignac O. Nempont G. Pizaine A. Vlachomitrou P. Valette L. Milot Isabelle Bloch 123 3 0 18 Jan 2021
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Liyan Sun Chenxin Li Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 183 147 0 10 Dec 2020
Inter-slice Context Residual Learning for 3D Medical Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2020 Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 157 111 0 28 Nov 2020
E $^2$ Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT ScansInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Youbao Tang Yuxing Tang Yingying Zhu Jing Xiao Ronald M. Summers MedIm 161 58 0 19 Jul 2020
Volumetric Attention for 3D Medical Image Segmentation and DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Xudong Wang Shizhong Han Yunqiang Chen Dashan Gao Nuno Vasconcelos 3DPC 193 91 0 04 Apr 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature AbstractionIEEE Transactions on Medical Imaging (TMI), 2020 Xi Fang Pingkun Yan SSeg 160 200 0 01 Jan 2020
Unified Multi-scale Feature Abstraction for Medical Image Segmentation Xi Fang Bo Du Sheng Xu Bradford J. Wood Pingkun Yan MedIm SSeg 116 8 0 24 Oct 2019
Liver segmentation and metastases detection in MR images using convolutional neural networksJournal of Medical Imaging (JMI), 2019 M. J. Jansen Hugo J. Kuijf M. Niekel W. Veldhuis F. Wessels M. Viergever J. Pluim MedIm 120 39 0 15 Oct 2019
High Resolution Medical Image Analysis with Spatial Partitioning L. Hou Youlong Cheng Noam M. Shazeer Niki Parmar Yeqing Li P. Korfiatis Travis M. Drucker D. Blezek Xiaodan Song 156 25 0 06 Sep 2019
Mask Mining for Improved Liver Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2019 Karsten Roth Jurgen Hesser Tomasz K. Konopczynski MedIm SSeg 194 3 0 14 Aug 2019
A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation Nadja Gruber Stephan Antholzer W. Jaschke C. Kremser Markus Haltmeier 136 39 0 21 Feb 2019
End-to-End Discriminative Deep Network for Liver Lesion Classification Francisco Perdigon Romero Andre Diler Gabriel Bisson-Gregoire Simon Turcotte R. Lapointe Franck Vandenbroucke-Menu A. Tang Samuel Kadoury MedIm 83 31 0 28 Jan 2019
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 161 21 0 09 Oct 2018
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Sang-gil Lee J. S. Bae Hyunjae Kim J. H. Kim Sungroh Yoon 100 33 0 02 Jul 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 149 15 0 23 May 2018
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi-Wing Fu Pheng Ann Heng 235 103 0 21 Sep 2017

Title

Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation

E. A. Østmo

Kristoffer Wickstrøm

Keyur Radiya

Michael C. Kampffmeyer

Karl Øyvind Mikalsen

Robert Jenssen

OOD

09 Oct 2025

Segmentation by registration-enabled SAM prompt engineering using five reference images

189

25 Jul 2024

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

Debesh Jha

Nikhil Kumar Tomar

Koushik Biswas

Gorkem Durak

Alpay Medetalibeyoglu

154

17 Jan 2024

Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric SegmentationEuropean Conference on Computer Vision (ECCV), 2022

217

14 Jun 2022

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder NetworkIEEE Transactions on Medical Imaging (TMI), 2020

131

07 Mar 2022

Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR

Ayman Al-Kababji

F. Bensaali

S. Dakua

114

13 Feb 2022

TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images

341

30 Jan 2022

Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers

199

26 Jan 2022

A Gradient Mapping Guided Explainable Deep Neural Network for Extracapsular Extension Identification in 3D Head and Neck Cancer Computed Tomography ImagesMedical Physics (Lancaster) (Med. Phys.), 2022

Abdur Rahman

121

03 Jan 2022

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

15 Nov 2021

Efficient Medical Image Segmentation Based on Knowledge DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2021

124

149

23 Aug 2021

Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation

156

15 Aug 2021

Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT

109

02 Aug 2021

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

145

114

02 Aug 2021

Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation

Xinghao Ding

163

31 May 2021

Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientationsEngineering applications of artificial intelligence (EAAI), 2021

179

10 Mar 2021

Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI

123

18 Jan 2021

Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding

Xinghao Ding

183

147

10 Dec 2020

Inter-slice Context Residual Learning for 3D Medical Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2020

157

111

28 Nov 2020

E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor
Segmentation on CT Scans

^2

Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT ScansInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020

161

19 Jul 2020

Volumetric Attention for 3D Medical Image Segmentation and DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019

193

04 Apr 2020

Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature AbstractionIEEE Transactions on Medical Imaging (TMI), 2020

Xi Fang

Pingkun Yan

SSeg

160

200

01 Jan 2020

Unified Multi-scale Feature Abstraction for Medical Image Segmentation

Bo Du

116

24 Oct 2019

Liver segmentation and metastases detection in MR images using convolutional neural networksJournal of Medical Imaging (JMI), 2019

120

15 Oct 2019

High Resolution Medical Image Analysis with Spatial Partitioning

156

06 Sep 2019

Mask Mining for Improved Liver Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2019

Karsten Roth

Jurgen Hesser

Tomasz K. Konopczynski

MedIm SSeg

194

14 Aug 2019

A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation

136

21 Feb 2019

End-to-End Discriminative Deep Network for Liver Lesion Classification

Francisco Perdigon Romero

Andre Diler

Gabriel Bisson-Gregoire

Simon Turcotte

R. Lapointe

Franck Vandenbroucke-Menu

A. Tang

Samuel Kadoury

MedIm

28 Jan 2019

Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation

161

09 Oct 2018

Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018

100

02 Jul 2018

Segmentation of Liver Lesions with Reduced Complexity Deep Models

149

23 May 2018

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Xiaomeng Li

Hao Chen

Xiaojuan Qi

Qi Dou

Chi-Wing Fu

Pheng Ann Heng

235

103

21 Sep 2017

Title
Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation E. A. Østmo Kristoffer Wickstrøm Keyur Radiya Michael C. Kampffmeyer Karl Øyvind Mikalsen Robert Jenssen OOD 96 0 0 09 Oct 2025
Segmentation by registration-enabled SAM prompt engineering using five reference images Yaxi Chen Aleksandra Ivanova Shaheer U. Saeed R. Hargunani Jie Huang Chaozong Liu Yipeng Hu MedIm 189 7 0 25 Jul 2024
CT Liver Segmentation via PVT-based Encoding and Refined Decoding Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak Alpay Medetalibeyoglu M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci ViT MedIm 154 18 0 17 Jan 2024
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 217 11 0 14 Jun 2022
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder NetworkIEEE Transactions on Medical Imaging (TMI), 2020 Shuxin Wang Shilei Cao Zhizhong Chai Dong Wei Kai Ma Liansheng Wang Yefeng Zheng MedIm 131 17 0 07 Mar 2022
Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR Ayman Al-Kababji F. Bensaali S. Dakua 114 61 0 13 Feb 2022
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images Jiangyun Li Wenxuan Wang Chen Chen Tianxiang Zhang Sen Zha Jing Wang Hong Yu ViT MedIm 341 30 0 30 Jan 2022
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers Georg Hille Shubham Agrawal Pavan Tummala C. Wybranski M. Pech A. Surov S. Saalfeld ViT MedIm 199 37 0 26 Jan 2022
A Gradient Mapping Guided Explainable Deep Neural Network for Extracapsular Extension Identification in 3D Head and Neck Cancer Computed Tomography ImagesMedical Physics (Lancaster) (Med. Phys.), 2022 Yibin Wang Abdur Rahman W. Duggar P. R. Roberts T. V. Thomas L. Bian Haifeng Wang 121 8 0 03 Jan 2022
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
Efficient Medical Image Segmentation Based on Knowledge DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 124 149 0 23 Aug 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 156 10 0 15 Aug 2021
Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT Dmitrii Lachinov Philipp Seeboeck Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 109 21 0 02 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Hao Tang Xingwei Liu Shanlin Sun Xiangyi Yan Xiaohui Xie 145 114 0 02 Aug 2021
Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation Chenxin Li Wenao Ma Liyan Sun Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 163 49 0 31 May 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientationsEngineering applications of artificial intelligence (EAAI), 2021 Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 179 34 0 10 Mar 2021
Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI V. Couteaux Mathilde Trintignac O. Nempont G. Pizaine A. Vlachomitrou P. Valette L. Milot Isabelle Bloch 123 3 0 18 Jan 2021
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Liyan Sun Chenxin Li Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 183 147 0 10 Dec 2020
Inter-slice Context Residual Learning for 3D Medical Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2020 Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 157 111 0 28 Nov 2020
E $^2$ Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT ScansInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Youbao Tang Yuxing Tang Yingying Zhu Jing Xiao Ronald M. Summers MedIm 161 58 0 19 Jul 2020
Volumetric Attention for 3D Medical Image Segmentation and DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Xudong Wang Shizhong Han Yunqiang Chen Dashan Gao Nuno Vasconcelos 3DPC 193 91 0 04 Apr 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature AbstractionIEEE Transactions on Medical Imaging (TMI), 2020 Xi Fang Pingkun Yan SSeg 160 200 0 01 Jan 2020
Unified Multi-scale Feature Abstraction for Medical Image Segmentation Xi Fang Bo Du Sheng Xu Bradford J. Wood Pingkun Yan MedIm SSeg 116 8 0 24 Oct 2019
Liver segmentation and metastases detection in MR images using convolutional neural networksJournal of Medical Imaging (JMI), 2019 M. J. Jansen Hugo J. Kuijf M. Niekel W. Veldhuis F. Wessels M. Viergever J. Pluim MedIm 120 39 0 15 Oct 2019
High Resolution Medical Image Analysis with Spatial Partitioning L. Hou Youlong Cheng Noam M. Shazeer Niki Parmar Yeqing Li P. Korfiatis Travis M. Drucker D. Blezek Xiaodan Song 156 25 0 06 Sep 2019
Mask Mining for Improved Liver Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2019 Karsten Roth Jurgen Hesser Tomasz K. Konopczynski MedIm SSeg 194 3 0 14 Aug 2019
A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation Nadja Gruber Stephan Antholzer W. Jaschke C. Kremser Markus Haltmeier 136 39 0 21 Feb 2019
End-to-End Discriminative Deep Network for Liver Lesion Classification Francisco Perdigon Romero Andre Diler Gabriel Bisson-Gregoire Simon Turcotte R. Lapointe Franck Vandenbroucke-Menu A. Tang Samuel Kadoury MedIm 83 31 0 28 Jan 2019
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 161 21 0 09 Oct 2018
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Sang-gil Lee J. S. Bae Hyunjae Kim J. H. Kim Sungroh Yoon 100 33 0 02 Jul 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 149 15 0 23 May 2018
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi-Wing Fu Pheng Ann Heng 235 103 0 21 Sep 2017

Title

Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation

E. A. Østmo

Kristoffer Wickstrøm

Keyur Radiya

Michael C. Kampffmeyer

Karl Øyvind Mikalsen

Robert Jenssen

OOD

09 Oct 2025

Segmentation by registration-enabled SAM prompt engineering using five reference images

Yaxi Chen