Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks

23 December 2019

Papers citing "Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks"

21 / 21 papers shown

Title
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 79 2 0 30 Apr 2024
Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets H. Haque M. Hashimoto N. Uetake Masahiro Jinzaki 17 2 0 21 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 145 762 0 27 Aug 2019
Abdominal multi-organ segmentation with organ-attention networks and statistical fusion Yan Wang Yuyin Zhou Wei Shen Seyoun Park Elliot K. Fishman Alan Yuille 39 216 0 23 Apr 2018
Revisiting Small Batch Training for Deep Neural Networks Dominic Masters Carlo Luschi ODL 69 665 0 20 Apr 2018
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network Yuhua Chen Feng Shi A. Christodoulou Zhengwei Zhou Yibin Xie Debiao Li MedIm 62 305 0 04 Mar 2018
Deep learning in radiology: an overview of the concepts and a survey of the state of the art Maciej A. Mazurowski Mateusz Buda Ashirbani Saha Mustafa R. Bashir MedIm AI4CE 47 437 0 10 Feb 2018
Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks Yuhua Chen Yibin Xie Zhengwei Zhou Feng Shi A. Christodoulou Debiao Li SupR 59 231 0 08 Jan 2018
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing Ling Yang MedIm SSeg 59 131 0 16 Jul 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 636 10,768 0 19 Feb 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 172 1,580 0 28 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 758 36,781 0 25 Aug 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 169 3,706 0 27 Jul 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 148 6,523 0 21 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 429 18,346 0 27 May 2016
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI M. Avendi A. Kheradvar Hamid Jafarkhani 51 565 0 25 Dec 2015
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Hoo-Chang Shin Jiamin Liu E. Turkbey Ronald M. Summers SSeg MedIm 70 742 0 22 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Multi-Atlas Segmentation of Biomedical Images: A Survey Juan Eugenio Iglesias M. Sabuncu 70 671 0 10 Dec 2014
Deep Learning using Linear Support Vector Machines Yichuan Tang 95 894 0 02 Jun 2013