Semi-Supervised Deep Learning for Fully Convolutional Networks

Semi-Supervised Deep Learning for Fully Convolutional Networks

17 March 2017

Shadi Albarqouni

Nassir Navab

Papers citing "Semi-Supervised Deep Learning for Fully Convolutional Networks"

15 / 15 papers shown

Title
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation Pratima Upretee Bishesh Khanal MedIm 28 10 0 31 Jul 2022
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Xuanting Hao Shengbo Gao Lijie Sheng Jicong Zhang 35 3 0 20 Sep 2021
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods H. Zhang I. Oguz 30 14 0 12 Dec 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 35 544 0 28 Sep 2020
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Shuailin Li Chuyu Zhang Xuming He 34 348 0 21 Jul 2020
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model Quande Liu Lequan Yu Luyang Luo Qi Dou Pheng Ann Heng 30 220 0 15 May 2020
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations Gerda Bortsova Florian Dubost Laurens Hogeweg Ioannis Katramados Marleen de Bruijne 16 178 0 04 Nov 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model Wenhui Cui Yanling Liu Yuxing Li Meng-Hao Guo Yiming Li Xiuli Li Tianle Wang Xiangzhu Zeng Chuyang Ye 26 174 0 04 Mar 2019
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 43 118 0 29 Oct 2018
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation L. Yang Yizhe Zhang Zhuo Zhao Hao Zheng Peixian Liang M. Ying A. Ahuja Danny Chen 24 31 0 02 Jun 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V. Cheplygina Marleen de Bruijne J. Pluim 16 745 0 17 Apr 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 51 69 0 19 Mar 2018
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014