Development of a Multi-Task Learning V-Net for Pulmonary Lobar
Segmentation on Computed Tomography and Application to Diseased Lungs

Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs

11 May 2021

ArXiv (abs)PDF HTML

Papers citing "Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs"

9 / 9 papers shown

Title
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification M. Goncharov Maxim Pisov A. Shevtsov B. Shirokikh Anvar Kurmukov ... V. Chernina A. Solovev V. Gombolevskiy S. Morozov Mikhail Belyaev OOD 45 74 0 02 Jun 2020
MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset Sergey P. Morozov Anna E. Andreychenko Nikolay A. Pavlov A. Vladzymyrskyy N. Ledikhova V. Gombolevskiy I. Blokhin P. Gelezhe A. Gonchar V. Chernina 54 247 0 13 May 2020
Automatic Pulmonary Lobe Segmentation Using Deep Learning Hao Tang Chupeng Zhang Xiaohui Xie 40 54 0 23 Mar 2019
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 83 1,471 0 22 Aug 2018
Deep Learning for Medical Image Analysis Mina Rezaei Haojin Yang Christoph Meinel 77 2,072 0 17 Aug 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 161 2,831 0 15 Jun 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 710 10,826 0 19 Feb 2017
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,722 0 15 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 755 37,895 0 20 May 2016