DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy

27 February 2017

Papers citing "DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy"

28 / 78 papers shown

Title
Feature-Fused Context-Encoding Network for Neuroanatomy Segmentation Yuemeng Li Hangfan Liu Hongming Li Yong-Xian Fan MedIm 18 1 0 07 May 2019
3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles Yuankai Huo Zhoubing Xu Yunxi Xiong Katherine Aboud P. Parvathaneni Shunxing Bao Camilo Bermudez Susan M. Resnick L. Cutting Bennett A. Landman 22 247 0 28 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian V. Dalca John Guttag M. Sabuncu MedIm SSeg 30 146 0 07 Mar 2019
Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network Yilin Liu Gengyan Zhao Brendon M. Nacewicz N. Adluru Gregory R. Kirk P. Ferrazzano Martin Styner Andrew L. Alexander 13 6 0 19 Feb 2019
Extended 2D Consensus Hippocampus Segmentation Diedre Carmo Bruna Silva C. Yasuda Letícia Rittner R. Lotufo 17 6 0 12 Feb 2019
Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks Richard McKinley Rik Wepfer F. Aschwanden L. Grunder Raphaela Muri ... M. Reyes A. Salmen A. Chan F. Wagner Roland Wiest 14 15 0 22 Jan 2019
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation Amod Jog Andrew Hoopes Douglas N. Greve Koen van Leemput Bruce Fischl OOD 13 34 0 17 Jan 2019
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols Yunxi Xiong Yuankai Huo Jiachen Wang L. Davis M. McHugo Bennett A. Landman 11 12 0 07 Jan 2019
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review Juan J. Cerrolaza M. L. Picazo L. Humbert Yoshinobu Sato Daniel Rueckert M. A. G. Ballester M. Linguraru AI4CE 20 68 0 20 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 42 56 0 03 Dec 2018
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality Control Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger UQCV 17 119 0 24 Nov 2018
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images Shuai Chen Marleen de Bruijne MedIm 12 11 0 08 Nov 2018
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation Shubham Kumar Sailesh Conjeti Abhijit Guha Roy Christian Wachinger Nassir Navab 6 15 0 11 Oct 2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Bilwaj Gaonkar Matthew Edwards Alex A. T. Bui Matthew A. Brown Luke Macyszyn 18 7 0 03 Oct 2018
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation Seyed Raein Hashemi S. Prabhu Simon K. Warfield Ali Gholipour 3DV 24 6 0 21 Sep 2018
Pulse Sequence Resilient Fast Brain Segmentation Amod Jog Bruce Fischl OOD 14 16 0 30 Jul 2018
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data Yuankai Huo Zhoubing Xu Katherine Aboud P. Parvathaneni Shunxing Bao Camilo Bermudez Susan M. Resnick L. Cutting Bennett A. Landman 22 33 0 01 Jun 2018
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection Seyed Raein Hashemi Seyed Sadegh Mohseni Salehi Deniz Erdogmus S. Prabhu Simon K. Warfield Ali Gholipour MedIm 16 163 0 28 Mar 2018
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks Snehashis Roy J. Butman D. Reich P. Calabresi D. L. Pham MedIm 8 86 0 24 Mar 2018
Deep learning in radiology: an overview of the concepts and a survey of the state of the art Maciej Mazurowski Mateusz Buda Ashirbani Saha Mustafa R. Bashir MedIm AI4CE 21 429 0 10 Feb 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 35 222 0 12 Jan 2018
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review J. Bernal Kaisar Kushibar Daniel S. Asfaw Sergi Valverde A. Oliver Robert Martí Xavier Llado 14 348 0 11 Dec 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 10 27 0 27 Sep 2017
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features Kaisar Kushibar Sergi Valverde Sandra González-Villá J. Bernal Mariano Cabezas A. Oliver Xavier Llado 23 107 0 26 Sep 2017
Tversky loss function for image segmentation using 3D fully convolutional deep networks S. Salehi Deniz Erdogmus Ali Gholipour MedIm 9 823 0 18 Jun 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Abhijit Guha Roy Sailesh Conjeti Debdoot Sheet A. Katouzian Nassir Navab Christian Wachinger 11 97 0 02 May 2017
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks Cem M. Deniz Siyuan Xiang S. Hallyburton A. Welbeck James S. Babb S. Honig Kyunghyun Cho G. Chang 10 147 0 20 Apr 2017
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging S. Salehi Deniz Erdogmus Ali Gholipour 3DV 13 6 0 06 Mar 2017