Factorised spatial representation learning: application in
semi-supervised myocardial segmentation

Factorised spatial representation learning: application in semi-supervised myocardial segmentation

19 March 2018

G. Papanastasiou

Sotirios A. Tsaftaris

Papers citing "Factorised spatial representation learning: application in semi-supervised myocardial segmentation"

10 / 10 papers shown

Title
Is attention all you need in medical image analysis? A review G. Papanastasiou Nikolaos Dikaios Jiahao Huang Chengjia Wang Guang Yang ViT MedIm 16 22 0 24 Jul 2023
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation Pratima Upretee Bishesh Khanal MedIm 15 10 0 31 Jul 2022
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 18 40 0 28 Jun 2021
On the Transfer of Disentangled Representations in Realistic Settings Andrea Dittadi Frederik Trauble Francesco Locatello M. Wuthrich Vaibhav Agrawal Ole Winther Stefan Bauer Bernhard Schölkopf OOD 22 80 0 27 Oct 2020
Semi-supervised Pathology Segmentation with Disentangled Representations Haochuan Jiang A. Chartsias Xinheng Zhang G. Papanastasiou S. Semple M. Dweck David Semple R. Dharmakumar Sotirios A. Tsaftaris 21 5 0 05 Sep 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model Samaneh Abbasi-Sureshjani S. Amirrajab C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 20 24 0 17 Feb 2020
Deep learning for cardiac image segmentation: A review C. L. P. Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 53 673 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 9 750 0 27 Aug 2019
On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset Muhammad Waleed Gondal Manuel Wüthrich Ðorðe Miladinovic Francesco Locatello M. Breidt V. Volchkov J. Akpo Olivier Bachem Bernhard Schölkopf Stefan Bauer OOD DRL 19 133 0 07 Jun 2019
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 11 408 0 13 Sep 2018