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2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation

2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation

31 July 2017
Jay Patravali
Shubham Jain
Sasank Chilamkurthy
    3DV
ArXiv (abs)PDFHTML

Papers citing "2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation"

25 / 25 papers shown
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and
  Generalizability of cine CMR Segmentation
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation
Zhennong Chen
Sekeun Kim
Hui Ren
Shijie Zhao
Xiang Li
MedIm
350
0
0
15 Mar 2024
Horizontal Federated Computer Vision
Horizontal Federated Computer VisionInternational Conference on Signal Processing and Machine Learning (ICSPML), 2023
Paul K. Mandal
Cole Leo
Connor Hurley
FedMLObjD
428
1
0
31 Dec 2023
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery
  Segmentation based on Computed Tomography Angiography Images
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images
An Zeng
Chunbiao Wu
Meiping Huang
Jian Zhuang
Shanshan Bi
...
Tianchen Wang
Yiyu Shi
Xuelong Li
Guisen Lin
Xiaowei Xu
307
114
0
03 Nov 2022
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic
  Resonance Imaging Using Deep Learning Models: A Review
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review
M. Jafari
A. Shoeibi
Marjane Khodatars
Navid Ghassemi
Parisa Moridian
...
Yu-Dong Zhang
Shui-Hua Wang
Juan M Gorriz
Hamid Alinejad-Rokny
U. Acharya
270
0
0
26 Oct 2022
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient
  Medical Image Segmentation
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image SegmentationIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Xian Lin
Li Yu
Kwang-Ting Cheng
Zengqiang Yan
ViTMedIm
375
55
0
29 Jun 2022
Self-supervised Assisted Active Learning for Skin Lesion Segmentation
Self-supervised Assisted Active Learning for Skin Lesion SegmentationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Ziyuan Zhao
Wenjing Lu
Zeng Zeng
Kaixin Xu
B. Veeravalli
Cuntai Guan
261
12
0
14 May 2022
Super Images -- A New 2D Perspective on 3D Medical Imaging Analysis
Super Images -- A New 2D Perspective on 3D Medical Imaging AnalysisAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022
I. Sobirov
Numan Saeed
Mohammad Yaqub
MedIm
262
3
0
05 May 2022
Federated Learning for Multi-Center Imaging Diagnostics: A Study in
  Cardiovascular Disease
Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease
Akis Linardos
Kaisar Kushibar
S. Walsh
P. Gkontra
Karim Lekadir
FedML
225
106
0
07 Jul 2021
Deep Learning Based 3D Segmentation: A Survey
Deep Learning Based 3D Segmentation: A Survey
Yong-xing He
Hongshan Yu
Xiao-Yang Liu
Zhengeng Yang
Wei Sun
Lin Wang
3DPC
532
88
0
09 Mar 2021
Myocardial Segmentation of Cardiac MRI Sequences with Temporal
  Consistency for Coronary Artery Disease Diagnosis
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease DiagnosisFrontiers in Cardiovascular Medicine (Front. Cardiovasc. Med.), 2020
Yutian Chen
Xiaowei Xu
Dewen Zeng
Yiyu Shi
Haiyun Yuan
Jian Zhuang
Yuhao Dong
Qianjun Jia
Meiping Huang
214
12
0
29 Dec 2020
Cranial Implant Design via Virtual Craniectomy with Shape Priors
Cranial Implant Design via Virtual Craniectomy with Shape Priors
Franco Matzkin
Virginia Newcombe
Ben Glocker
Enzo Ferrante
152
19
0
29 Sep 2020
Learning Directional Feature Maps for Cardiac MRI Segmentation
Learning Directional Feature Maps for Cardiac MRI Segmentation
Feng Cheng
Cheng Chen
Yukang Wang
Heshui Shi
Yukun Cao
Dandan Tu
Changzheng Zhang
Yongchao Xu
166
60
0
22 Jul 2020
Self-supervised Skull Reconstruction in Brain CT Images with
  Decompressive Craniectomy
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive CraniectomyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Franco Matzkin
Virginia Newcombe
Susan Stevenson
A. Khetani
Tom Newman
R. Digby
Andrew Stevens
Ben Glocker
Enzo Ferrante
175
27
0
07 Jul 2020
Cardiac Segmentation with Strong Anatomical Guarantees
Cardiac Segmentation with Strong Anatomical Guarantees
Nathan Painchaud
Youssef Skandarani
Thierry Judge
Olivier Bernard
A. Lalande
Pierre-Marc Jodoin
311
121
0
15 Jun 2020
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for
  Bi-ventricular Blood Pool and Myocardium Segmentation
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation
S. Hasan
Cristian A. Linte
136
15
0
05 Apr 2020
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for
  Robust Segmentation
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation
Qian Yu
Yinghuan Shi
Yefeng Zheng
Yang Gao
Jianbing Zhu
Yakang Dai
MedIm
246
0
0
03 Apr 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image
  Segmentation
SAUNet: Shape Attentive U-Net for Interpretable Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Jesse Sun
Fatemeh Darbeha
M. Zaidi
Bo Wang
AAML
247
129
0
21 Jan 2020
Deep learning for cardiac image segmentation: A review
Deep learning for cardiac image segmentation: A reviewFrontiers in Cardiovascular Medicine (Front. Cardiovasc. Med.), 2019
Chen Chen
C. Qin
Huaqi Qiu
G. Tarroni
Yanfu Zhang
Wenjia Bai
Daniel Rueckert
SSeg3DV
394
802
0
09 Nov 2019
CSSegNet: Fine-Grained Cardiac Structures Segmentation Using Dilated
  Pyramid Pooling in U-net
CSSegNet: Fine-Grained Cardiac Structures Segmentation Using Dilated Pyramid Pooling in U-net
Fei Feng
Jiajia Luo
SSeg
115
0
0
02 Jul 2019
Deep Learning in Cardiology
Deep Learning in Cardiology
Paschalis A. Bizopoulos
D. Koutsouris
MedIm
395
154
0
22 Feb 2019
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL
  Segmentation using Deep CNN
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN
H. P. Do
Yi Guo
A. Yoon
K. Nayak
230
25
0
10 Dec 2018
Automatic 3D bi-ventricular segmentation of cardiac images by a
  shape-refined multi-task deep learning approach
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach
Yanfu Zhang
Ghalib A. Bello
Jo Schlemper
Wenjia Bai
T. Dawes
C. Biffi
A. de Marvao
Georgia Doumou
D. O’Regan
Daniel Rueckert
MedIm
267
5
0
26 Aug 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor
  Segmentation in CT Images
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images
Qian Yu
Yinghuan Shi
Jinquan Sun
Yang Gao
Yakang Dai
Jianbing Zhu
451
115
0
27 Apr 2018
Development and Validation of Deep Learning Algorithms for Detection of
  Critical Findings in Head CT Scans
Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans
Sasank Chilamkurthy
Rohit Ghosh
Swetha Tanamala
Mustafa Biviji
N. Campeau
V. Venugopal
V. Mahajan
Pooja Rao
Prashant Warier
209
125
0
13 Mar 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac
  Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers
Mahendra Khened
Alex Varghese
Ganapathy Krishnamurthi
173
346
0
16 Jan 2018
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