Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation

13 August 2016

Papers citing "Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation"

22 / 22 papers shown

Title
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram Matching Mahyar Bolhassani Ilkay Oksuz 21 7 0 22 Feb 2023
Scoliosis Detection using Deep Neural Network Y. Nguyen 26 1 0 31 Oct 2022
AI in Telemedicine: An Appraisal on Deep Learning-Based Approaches to Virtual Diagnostic Solutions (VDS) O. Oguine K. J. Oguine 19 4 0 31 Jul 2022
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography A. Gómez M. Porumb A. Mumith Thierry Judge Shan Gao Woojun Kim Jorge Oliveira A. Chartsias 47 2 0 13 Jul 2022
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers Georg Hille Shubham Agrawal Pavan Tummala C. Wybranski M. Pech A. Surov S. Saalfeld ViT MedIm 19 26 0 26 Jan 2022
LORCK: Learnable Object-Resembling Convolution Kernels E. Lazareva Oleg Y. Rogov O. Shegaǐ D. Larionov Dmitry Dylov 19 4 0 09 Jul 2020
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 31 86 0 16 Apr 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
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 32 257 0 16 Aug 2019
Recurrent U-Net for Resource-Constrained Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DV SSeg 32 98 0 11 Jun 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 27 135 0 22 Feb 2019
Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation Mehmet Aygün Y. Sahin Gözde B. Ünal MedIm 16 21 0 17 Sep 2018
Left ventricle quantification through spatio-temporal CNNs Alejandro Debus Enzo Ferrante 14 6 0 23 Aug 2018
Recurrent neural networks for aortic image sequence segmentation with sparse annotations Wenjia Bai Hideaki Suzuki C. Qin G. Tarroni Ozan Oktay Paul M. Matthews Daniel Rueckert MedIm 26 112 0 01 Aug 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
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 18 112 0 24 Jul 2017
$ν$ -net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters H. Winther Christian Hundt B. Schmidt C. Czerner J. Bauersachs F. Wacker J. Vogel-Claussen 13 16 0 14 Jun 2017
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness Wufeng Xue Andrea Lum A. Mercado M. Landis J. Warrington Shuo Li 34 67 0 06 Jun 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks Russell Bates B. Irving B. Markelc Jakob Kaeppler R. Muschel Vicente Grau Julia A. Schnabel MedIm 17 20 0 26 May 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 337 10,621 0 19 Feb 2017
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012