Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method

24 April 2017

Papers citing "Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method"

38 / 38 papers shown

Title
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model Yiming Shi Xun Zhu Ying Hu Chenyi Guo Miao Li Ji Wu 71 1 0 19 Nov 2024
AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur MedIm 32 0 0 11 Jun 2024
View it like a radiologist: Shifted windows for deep learning augmentation of CT images E. A. Østmo Kristoffer Wickstrøm Keyur Radiya Michael C. Kampffmeyer Robert Jenssen OOD MedIm 25 0 0 25 Nov 2023
Kidney abnormality segmentation in thorax-abdomen CT scans Gabriel Efrain Humpire Mamani Nikolas Lessmann E. Scholten Mathias Prokop Colin Jacobs Bram van Ginneken 24 0 0 06 Sep 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 8 4 0 28 Jun 2023
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Jiayi Zhu Bart Bolsterlee Brian V. Y. Chow Yang Song Erik H. W. Meijering 24 3 0 09 Mar 2023
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 15 8 0 14 Jun 2022
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage Ezechukwu I. Nwokedi R. Bains L. Bidaut Xujiong Ye Sara Wells James M. Brown 17 2 0 01 Jun 2022
Segmentation-Consistent Probabilistic Lesion Counting Julien Schroeter Chelsea Myers-Colet Douglas L. Arnold Tal Arbel MedIm 11 2 0 11 Apr 2022
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network Shuxin Wang Shilei Cao Zhizhong Chai Dong Wei Kai Ma Liansheng Wang Yefeng Zheng MedIm 10 16 0 07 Mar 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 12 24 0 30 Jan 2022
Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images Sang-gil Lee Eunji Kim J. S. Bae J. H. Kim Sungroh Yoon OOD 11 10 0 02 Dec 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 20 7 0 15 Aug 2021
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting Yue Zhang Chengtao Peng Liying Peng Huimin Huang Ruofeng Tong ... Jingsong Li Yenwei Chen Qingqing Chen Hongjie Hu Zhiyi Peng 39 27 0 02 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 12 18 0 02 Aug 2021
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis E. Jun Seungwoo Jeong Da-Woon Heo Heung-Il Suk ViT MedIm 24 42 0 28 Apr 2021
SAR-U-Net: squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography Jinke Wang Peiqing Lv Haiying Wang Changfa Shi SSeg 16 103 0 11 Mar 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 24 21 0 10 Mar 2021
Selective Information Passing for MR/CT Image Segmentation Qikui Zhu Liang Li Jiangnan Hao Y. Zha Yan Zhang Yanxiang Cheng Fei Liao Pingxiang Li MedIm 18 5 0 10 Oct 2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography Bingjiang Qiu Jiapan Guo J. Kraeima H. Glas R. Borra M. Witjes P. V. van Ooijen MedIm 13 10 0 13 Mar 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 8 172 0 01 Jan 2020
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Minh H. Vu G. Grimbergen T. Nyholm Tommy Löfstedt SSeg 11 31 0 19 Dec 2019
Unified Multi-scale Feature Abstraction for Medical Image Segmentation Xi Fang Bo Du Sheng Xu B. Wood Pingkun Yan MedIm SSeg 6 6 0 24 Oct 2019
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor Segmentation Huiyu Li Xiabi Liu Said Boumaraf Weihua Liu Xiaopeng Gong Xiaohong Ma MedIm 16 11 0 17 Oct 2019
Hybrid Cascaded Neural Network for Liver Lesion Segmentation Raunak Dey Yi Hong 16 21 0 11 Sep 2019
Mask Mining for Improved Liver Lesion Segmentation Karsten Roth Jurgen Hesser Tomasz K. Konopczynski MedIm SSeg 9 3 0 14 Aug 2019
Automatic segmentation of kidney and liver tumors in CT images Dina B. Efremova D. Konovalov T. Siriapisith Worapan Kusakunniran Peter Haddawy MedIm 23 14 0 04 Aug 2019
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function Karsten Roth Tomasz K. Konopczynski Jurgen Hesser MedIm 16 9 0 09 May 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 11 444 0 01 Apr 2019
Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation Xueying Chen Rong Zhang Pingkun Yan MedIm 16 64 0 28 Mar 2019
SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification Sanghwan Bae Jihun Choi Sang-goo Lee 24 5 0 06 Mar 2019
A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation Nadja Gruber Stephan Antholzer W. Jaschke C. Kremser Markus Haltmeier 16 36 0 21 Feb 2019
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 8 21 0 09 Oct 2018
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation Lucian Trestioreanu 17 2 0 15 Aug 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 14 14 0 23 May 2018
Detection-aided liver lesion segmentation using deep learning Míriam Bellver Kevis-Kokitsi Maninis Jordi Pont-Tuset Xavier Giró-i-Nieto Jordi Torres Luc Van Gool MedIm 29 49 0 29 Nov 2017
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 23 101 0 21 Sep 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,599 0 19 Feb 2017