3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes

3 July 2016

Hao Chen

Pheng-Ann Heng

Papers citing "3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes"

43 / 43 papers shown

Title
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 40 0 0 11 Jun 2024
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 34 16 0 10 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 47 9 0 03 Apr 2023
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan MedIm 40 131 0 08 Dec 2022
MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection Muhammad Usman Azka Rehman Abdullah Shahid S. Latif Shi-Sub Byon Byoung-Dai Lee Sung Hyun Kim Byung IlLee Yeong-Gil Shin 31 2 0 30 Oct 2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds Runkai Zhao Heng Wang Chaoyi Zhang Weidong (Tom) Cai 3DV 28 6 0 15 Oct 2022
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy A. Ziabari Derek C. Rose A. Shirinifard D. Solecki 21 2 0 13 Jul 2022
A Comprehensive Review on Deep Supervision: Theories and Applications Renjie Li Xinyi Wang Guangtai Huang Wenli Yang Kaining Zhang Xiaodong Gu Son N. Tran Saurabh Garg Jane Elizabeth Alty Quan-wei Bai CLIP 13 11 0 06 Jul 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 29 10 0 28 Feb 2022
Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation Hadas Ben-Atya Ori Rajchert L. Goshen Moti Freiman 25 4 0 25 Nov 2021
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention Guotai Wang Shuwei Zhai G. Lasio Baoshe Zhang B. Yi Shifeng Chen T. MacVittie Dimitris N. Metaxas Jinghao Zhou Shaoting Zhang MedIm 55 66 0 29 Sep 2021
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Zhe Xu Yixin Wang Donghuan Lu Lequan Yu Jiangpeng Yan Jie Luo Kai Ma Yefeng Zheng Raymond Kai-Yu Tong 40 55 0 28 Sep 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 37 8 0 15 Aug 2021
Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation Giammarco La Barbera Pietro Gori Haithem Boussaid Bruno Belucci A. Delmonte Jeanne Goulin S. Sarnacki L. Rouet Isabelle Bloch ViT MedIm 19 4 0 06 Jul 2021
Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images Liping Zhang S. Yu 19 3 0 21 Jun 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 20 36 0 31 May 2021
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline L. Xie L. Wisse Jiancong Wang S. Ravikumar T. Glenn A. Luther Sydney A. Lim David A. Wolk Paul Yushkevich 26 2 0 19 Mar 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 95 1,541 0 18 Mar 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 41 34 0 19 Jan 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 59 23 0 31 Dec 2020
Inter-slice Context Residual Learning for 3D Medical Image Segmentation Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 24 88 0 28 Nov 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 19 100 0 26 Jan 2020
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images Zoé Lambert Caroline Petitjean B. Dubray S. Ruan OOD 30 3 0 12 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 59 2,576 0 11 Dec 2019
Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes Yao Zhang Yixin Wang S. Rafaeli Jiawei Yang Guangwei Xiong Jiang Tian Moshe Sulamy MedIm 21 24 0 05 Oct 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 35 2 0 24 Jul 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 27 846 0 17 May 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu SSeg 20 123 0 19 Apr 2019
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds Zihao Liu Xiaowei Xu Tao Liu Qi Liu Yanzhi Wang Yiyu Shi Wujie Wen Meiping Huang Haiyun Yuan Jian Zhuang 18 33 0 09 Apr 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 33 1,614 0 07 Mar 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern H. Menze 38 990 0 13 Jan 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang Danny Chen 3DV 31 75 0 10 Dec 2018
False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks Gorkem Polat U. Halici Y. S. Dogrusoz MedIm 21 2 0 04 Nov 2018
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Qiangguo Jin Zhao-Peng Meng Changming Sun Leyi Wei R. Su MedIm 32 354 0 04 Nov 2018
A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation Yujiao Tang Feng Yang Shaofeng Yuan C. Zhan 28 42 0 16 Oct 2018
Abdominal multi-organ segmentation with organ-attention networks and statistical fusion Yan Wang Yuyin Zhou Wei Shen Seyoun Park Elliot K. Fishman Alan Yuille 16 215 0 23 Apr 2018
Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou Yan Wang Peng Tang S. Bai Wei Shen Elliot K. Fishman Alan Yuille 22 129 0 07 Apr 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 24 310 0 16 Jan 2018
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets Lequan Yu Jie Cheng Qi Dou Xin Yang Hao Chen Jing Qin Pheng-Ann Heng 27 220 0 02 Aug 2017
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors Junjie Bai Abhay Shah Xiaodong Wu 29 7 0 22 May 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 370 10,639 0 19 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 31 285 0 31 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 35 413 0 11 Jan 2017