AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume
Segmentation of Head and Neck Anatomy

AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy

15 August 2018

Papers citing "AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy"

13 / 13 papers shown

Title
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy Stanislav Nikolov Sam Blackwell Alexei Zverovitch R. Mendes Michelle Livne ... Mustafa Suleyman T. Back Ricky A. Sharma J. Ledsam Olaf Ronneberger 113 297 0 12 Sep 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 37 190 0 31 Aug 2018
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection Wentao Zhu Y. S. Vang Yufang Huang Xiaohui Xie MedIm 42 57 0 14 May 2018
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 30 377 0 25 Jan 2018
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms Wentao Zhu Xiang Xiang T. Tran Gregory Hager Xiaohui Xie MedIm 23 112 0 24 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 334 26,241 0 05 Sep 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 100 2,993 0 07 Aug 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 90 2,132 0 11 Jul 2017
Tversky loss function for image segmentation using 3D fully convolutional deep networks S. Salehi Deniz Erdogmus Ali Gholipour MedIm 29 827 0 18 Jun 2017
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification Wentao Zhu Qi Lou Y. S. Vang Xiaohui Xie 48 275 0 23 May 2017
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer M. Vallières Emily Kay-Rivest Léo Jean Perrin X. Liem C. Furstoss ... P. Nguyen-Tan Chang-Shu Wang K. Sultanem Jan Seuntjens I. E. El Naqa 26 443 0 24 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 416 21,951 0 09 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015