Title
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction Chenyu Zhang Yihao Luo Yinzhe Wu Choon Hwai Yap Guang Yang 49 0 0 10 Mar 2025
Segmenting Bi-Atrial Structures Using ResNext Based Framework Malitha Gunawardhana Fangqiang Xu Jichao Zhao 47 0 0 28 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 70 2 0 07 Feb 2025
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study Zohaib Salahuddin A. Ibrahim Sheng Kuang Y. Widaatalla R. Miclea ... Tom Marcelissen Patricia Zondervan Auke Jager Philippe Lambin Henry C. Woodruff MedIm 32 0 0 07 Aug 2024
Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey Lei Li J. Camps Blanca Rodriguez Vicente Grau SyDa 46 2 0 17 Jun 2024
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 45 36 0 28 Jul 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 15 12 0 10 Mar 2023
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior Kaiwen Wan Lei Li Dengqiang Jia Yuxin Li Wei Qian ... X. Mu Xin Gao Sijia Wang Fuping Wu Xiahai Zhuang 31 5 0 13 Jan 2023
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening Kang Li Lequan Yu Pheng-Ann Heng CLL 24 22 0 09 Nov 2022
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Hu Wang Jianpeng Zhang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro UQCV 19 18 0 22 Jul 2022
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods Zohaib Salahuddin Henry C. Woodruff A. Chatterjee Philippe Lambin 24 303 0 01 Nov 2021
Dispensed Transformer Network for Unsupervised Domain Adaptation Yunxiang Li Jingxiong Li Ruilong Dan Shuai Wang Kai Jin ... Qianni Zhang Huiyu Zhou Qun Jin Li Wang Yaqi Wang OOD MedIm 23 4 0 28 Oct 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 129 65 0 06 Aug 2021
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR Nicholas Byrne J. Clough I. Valverde Giovanni Montana A. King 34 25 0 27 Jul 2021
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Fuping Wu Xiahai Zhuang OOD DRL 28 72 0 16 Jun 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 26 9 0 04 May 2021
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping Mengmeng Kuang Yinzhe Wu D. Alonso-Álvarez D. Firmin J. Keegan P. Gatehouse Guang Yang 13 2 0 26 Apr 2021
A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction Fanwei Kong N. Wilson S. Shadden MedIm AI4CE 55 82 0 16 Feb 2021
Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI Tarun Kanti Ghosh Md. Kamrul Hasan Shidhartho Roy Md. Ashraful Alam Eklas Hossain Mohiudding Ahmad 20 18 0 03 Feb 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
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 25 30 0 18 Dec 2020
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li Lequan Yu Shujun Wang Pheng-Ann Heng 33 102 0 04 Oct 2020
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT Steffen Bruns J. Wolterink R. Takx R. V. Hamersvelt D. Suchá M. Viergever T. Leiner Ivana Išgum 6 35 0 10 Aug 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
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 16 17 0 28 Jun 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 34 173 0 06 Jan 2020
Deep learning for cardiac image segmentation: A review Chia-Ju Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 674 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 33 751 0 27 Aug 2019