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"

27 / 27 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 36 0 0 11 Jun 2024
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 26 16 0 10 Apr 2023
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming Yang F. Khan MedIm 24 129 0 08 Dec 2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds Runkai Zhao Heng Wang Chaoyi Zhang Weidong (Tom) Cai 3DV 16 6 0 15 Oct 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
Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation Hadas Ben-Atya Ori Rajchert L. Goshen Moti Freiman 16 4 0 25 Nov 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 R. Tong 35 54 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 27 8 0 15 Aug 2021
Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images Liping Zhang S. Yu 11 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 18 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 13 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 19 1,530 0 18 Mar 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 14 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 44 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 22 88 0 28 Nov 2020
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 22 2,559 0 11 Dec 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 17 2 0 24 Jul 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu SSeg 15 123 0 19 Apr 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng H. Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 6 1,610 0 07 Mar 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang D. Z. Chen 3DV 23 75 0 10 Dec 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 8 215 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 14 129 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 16 309 0 16 Jan 2018
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets Lequan Yu Jie-Zhi Cheng Qi Dou Xin Yang Hao Chen Jing Qin Pheng-Ann Heng 11 220 0 02 Aug 2017
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors Junjie Bai Abhay Shah Xiaodong Wu 22 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 278 10,608 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 18 284 0 31 Jan 2017