Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images

3 August 2017

Ivana Isgum

Papers citing "Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images"

29 / 29 papers shown

Title
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification Ting Yu Tsai An Yu Meghana Spurthi Maadugundu Ishrat Jahan Mohima Umme Habiba Barsha Mei-Hwa F. Chen Balakrishnan Prabhakaran Ming-Ching Chang 35 0 0 05 May 2025
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows P. Du Delin An Chaoli Wang Jian-Xun Wang MedIm AI4CE 62 1 0 16 Mar 2025
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies Yuyu Guo Lei Bi Zhengbin Zhu David Dagan Feng Ruiyan Zhang Qian Wang Jinman Kim 69 0 0 17 Dec 2024
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation Malitha Gunawardhana Fangqiang Xu Jichao Zhao 41 2 0 26 Jul 2024
Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning Hejun Huang Zuguo Chen Yi Huang Guangqiang Luo Chaoyang Chen Youzhi Song 33 0 0 23 May 2024
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction M. Beetz Abhirup Banerjee Vicente Grau 3DPC 31 2 0 20 Jul 2023
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks M. Beetz Yi-Lun Yang Abhirup Banerjee Lei Li Vicente Grau 3DPC 29 5 0 14 Jul 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 31 2 0 23 Mar 2023
A Review of Uncertainty Estimation and its Application in Medical Imaging K. Zou Zhihao Chen Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV 49 86 0 16 Feb 2023
Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation Christian Schmidt H. M. Overhoff 28 0 0 20 Jan 2023
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation Xian Lin Li Yu Kwang-Ting Cheng Zengqiang Yan ViT MedIm 25 32 0 29 Jun 2022
Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease Akis Linardos Kaisar Kushibar S. Walsh P. Gkontra Karim Lekadir FedML 25 62 0 07 Jul 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
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis Yutian Chen Xiaowei Xu Dewen Zeng Yiyu Shi Haiyun Yuan Jian Zhuang Yuhao Dong Qianjun Jia Meiping Huang 27 5 0 29 Dec 2020
Automatic segmentation with detection of local segmentation failures in cardiac MRI Jörg Sander B. D. de Vos Ivana Išgum 14 50 0 13 Nov 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 55 624 0 02 Aug 2020
Learning Directional Feature Maps for Cardiac MRI Segmentation Feng Cheng Cheng Chen Yukang Wang Heshui Shi Yukun Cao Dandan Tu Changzheng Zhang Yongchao Xu 22 51 0 22 Jul 2020
Cardiac Segmentation with Strong Anatomical Guarantees Nathan Painchaud Youssef Skandarani Thierry Judge Olivier Bernard A. Lalande Pierre-Marc Jodoin 33 99 0 15 Jun 2020
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation S. Hasan Cristian A. Linte 11 15 0 05 Apr 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 19 110 0 21 Jan 2020
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 24 264 0 29 Nov 2019
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
CSSegNet: Fine-Grained Cardiac Structures Segmentation Using Dilated Pyramid Pooling in U-net Fei Feng Jiajia Luo SSeg 13 0 0 02 Jul 2019
Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank Q. Zheng H. Delingette K. Fung S. Petersen N. Ayache 18 5 0 15 Feb 2019
Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data Mina Rezaei Haojin Yang Christoph Meinel MedIm AI4CE GAN 14 11 0 22 Nov 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 30 83 0 08 Nov 2018
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI Jörg Sander B. D. de Vos J. Wolterink Ivana Išgum 19 59 0 27 Sep 2018
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation Q. Zheng H. Delingette Nicolas Duchateau N. Ayache 11 165 0 25 Apr 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 24 310 0 16 Jan 2018