Deep learning for cardiac image segmentation: A review

Deep learning for cardiac image segmentation: A review

9 November 2019

Daniel Rueckert

Papers citing "Deep learning for cardiac image segmentation: A review"

14 / 114 papers shown

Title
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 11 36 0 17 Nov 2020
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine V. Cheplygina F. Abdallah SSeg MedIm 17 77 0 16 Nov 2020
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction Haley G. Abramson D. Popescu R. Yu Changxin Lai J. Shade Katherine C. Wu Mauro Maggioni Natalia A. Trayanova 17 3 0 21 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 17 541 0 28 Sep 2020
Disentangled Representations for Domain-generalized Cardiac Segmentation Xiao Liu Spyridon Thermos A. Chartsias Alison Q. OÑeil Sotirios A. Tsaftaris OOD 14 22 0 26 Aug 2020
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI Nicholas Byrne J. Clough Giovanni Montana A. King 6 27 0 21 Aug 2020
Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation Hongwei Bran Li Jianguo Zhang Bjoern H. Menze MedIm 10 9 0 03 Aug 2020
Segmentation of the Left Ventricle by SDD double threshold selection and CHT WenFei Zhang Zhenzhou Wang 19 0 0 21 Jul 2020
A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image Xiaoguang Li Peng Fu Hongxia Yin Zhenchang Wang L. Zhuo Hui Zhang MedIm 12 0 0 28 Jun 2020
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 40 156 0 11 Jun 2018
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 43 436 0 06 Apr 2018
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 10,544 0 19 Feb 2017
Estimation of the volume of the left ventricle from MRI images using deep neural networks Fangzhou Liao Xi Chen Xiaolin Hu Sen Song 35 49 0 13 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,813 0 08 Jul 2016