Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers

16 January 2018

Papers citing "Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers"

26 / 26 papers shown

Title
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Yun Zhu Dong Zhang Yi Lin Yifei Feng Jinhui Tang Mamba 99 2 0 03 Jan 2025
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images Yangfan Ni Duo Zhang Gege Ma Lijun Lu Zhongke Huang Wentao Zhu MedIm 36 2 0 16 Oct 2023
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images Bo Qian Haoxing Chen Xiangning Wang Haoxuan Che Gitaek Kwon ... Xiaokang Yang Yiyu Cai Weiping Jia Huating Li Bin Sheng 80 5 0 05 Apr 2023
Scoliosis Detection using Deep Neural Network Y. Nguyen 76 1 0 31 Oct 2022
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images Fubao Zhu Jinyu Zhao Chen Zhao S. Tang Ji Nan ... Zhongqiang Zhao Jianzhou Shi Zenghong Chen Zhixin Jiang Weihua Zhou 88 20 0 07 Jun 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 67 6 0 02 Mar 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 70 41 0 28 Jun 2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences Zejian Chen Wei Zhuo Tianfu Wang Wufeng Xue Dong Ni 107 6 0 23 Jun 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 273 936 0 16 Feb 2021
Annotation-efficient deep learning for automatic medical image segmentation Shanshan Wang Cheng Li Rongpin Wang Zaiyi Liu Meiyun Wang ... Xin Liu Jie Chen Hui-Chong Zhou Ismail Ben Ayed Hairong Zheng VLM MedIm 105 187 0 09 Dec 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 64 51 0 22 Jul 2020
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI Jinyoung Kim R. Patriat J. Kaplan Oren Solomon N. Harel 37 17 0 21 Apr 2020
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation S. Hasan Cristian A. Linte 24 16 0 05 Apr 2020
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Mahendra Khened Avinash Kori Haran Rajkumar Balaji Srinivasan Ganapathy Krishnamurthi MedIm LM&MA 295 173 0 01 Jan 2020
Deep learning for cardiac image segmentation: A review Chen Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 141 689 0 09 Nov 2019
Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction Balamurali Murugesan S. VijayaRaghavan Kaushik Sarveswaran Keerthi Ram M. Sivaprakasam GAN MedIm 61 23 0 25 Aug 2019
An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans J. Orlando Anna Breger Hrvoje Bogunović Sophie Riedl Bianca S. Gerendas Martin Ehler U. Schmidt-Erfurth MedIm 20 4 0 02 Aug 2019
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images Chen Chen C. Biffi G. Tarroni S. Petersen Wenjia Bai Daniel Rueckert 105 53 0 23 Jul 2019
Improving the generalizability of convolutional neural network-based segmentation on CMR images Chen Chen Wenjia Bai R. Davies A. Bhuva C. Manisty ... S. Petersen E. Lukaschuk Stefan K. Piechnik S. Neubauer Daniel Rueckert 81 120 0 02 Jul 2019
Multi-vision Attention Networks for On-line Red Jujube Grading Xiaoye Sun Liyan Ma Gongyang Li 18 9 0 31 Mar 2019
Segmentation of Roots in Soil with U-Net Abraham George Smith Jens Petersen Raghavendra Selvan C. Rasmussen 70 125 0 28 Feb 2019
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 70 83 0 08 Nov 2018
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation Han Kang Defeng Chen 25 2 0 19 Sep 2018
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Jinming Duan Ghalib A. Bello Jo Schlemper Wenjia Bai T. Dawes C. Biffi A. de Marvao Georgia Doumou D. O’Regan Daniel Rueckert MedIm 56 5 0 26 Aug 2018
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 117 1,487 0 22 Aug 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 178 5,116 0 11 Apr 2018