Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation

16 July 2019

Pheng-Ann Heng

Papers citing "Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation"

26 / 126 papers shown

Title
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 23 576 0 27 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You Ruihan Zhao Lawrence H. Staib James S. Duncan SSL 45 106 0 14 May 2021
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond Anneke Meyer Suhita Ghosh D. Schindele M. Schostak Sebastian Stober C. Hansen Marko Rak 36 16 0 08 Apr 2021
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Jizong Peng M. Pedersoli Christian Desrosiers SSL 29 21 0 08 Mar 2021
Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Jicong Zhang SSL 41 38 0 08 Mar 2021
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification Fengbei Liu Yu Tian F. Cordeiro Vasileios Belagiannis Ian Reid G. Carneiro 25 41 0 05 Mar 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 18 207 0 04 Mar 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Yogesh S Rawat M. Shah 247 510 0 15 Jan 2021
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 67 28 0 07 Jan 2021
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation V. Nath Dong Yang Bennett A. Landman Daguang Xu H. Roth 40 69 0 07 Jan 2021
Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency Xiangde Luo Wenjun Liao Jieneng Chen Tao Song Yinan Chen Shichuan Zhang N. Chen Guotai Wang Shaoting Zhang 23 220 0 13 Dec 2020
Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset Siyi Tang Amirata Ghorbani R. Yamashita Sameer Rehman Jared A. Dunnmon James Zou D. Rubin TDI 19 80 0 15 Oct 2020
Contrastive Rendering for Ultrasound Image Segmentation Haoming Li Xin Yang Jiamin Liang Wenlong Shi Chaoyu Chen ... Xiaowen Liang Ruobing Huang Alejandro Frangi Zhiyi Chen Dong Ni 23 10 0 10 Oct 2020
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 24 524 0 09 Sep 2020
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction Yongxiang Huang Albert C. S. Chung MedIm 19 61 0 06 Sep 2020
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Shuailin Li Chuyu Zhang Xuming He 34 350 0 21 Jul 2020
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 19 51 0 13 Jul 2020
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video Zixu Zhao Yueming Jin Xiaojie Gao Qi Dou Pheng-Ann Heng 25 44 0 06 Jul 2020
Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 27 26 0 25 Jun 2020
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention Lei Li Xin Weng Julia A. Schnabel Xiahai Zhuang 31 31 0 23 Jun 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 34 75 0 06 Jun 2020
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency Jiayu Huo Liping Si Xi Ouyang Kai Xuan Weiwu Yao Z. Xue Qian Wang Dinggang Shen Lichi Zhang 40 1 0 19 May 2020
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model Quande Liu Lequan Yu Luyang Luo Qi Dou Pheng Ann Heng 35 222 0 15 May 2020
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 37 536 0 05 Dec 2019
Deep learning for cardiac image segmentation: A review Chen Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 676 0 09 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 38 752 0 27 Aug 2019