Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation

7 November 2018

Michael Dayan

Massimo Filippi

Papers citing "Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation"

21 / 21 papers shown

Title
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images Jin Yang Daniel S. Marcus Aristeidis Sotiras 32 0 0 03 Oct 2024
A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs A. Shah Maged S. Al-Shaibani Moataz Ahmad R. Bunyan 27 2 0 19 Feb 2023
Spatially Covariant Lesion Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Dongdong Liu Chao Li Jiahao Nick Li MedIm 47 7 0 19 Jan 2023
Hyper-Convolutions via Implicit Kernels for Medical Imaging Tianyu Ma Alan Q. Wang Adrian Dalca M. Sabuncu SSL 41 1 0 06 Feb 2022
Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images Mehdi Sadeghibakhi H. Pourreza H. Mahyar 12 17 0 05 Jan 2022
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans M. X. Foo Seong Tae Kim Magdalini Paschali Leili Goli E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 33 4 0 03 Oct 2021
Ensemble CNN and Uncertainty Modeling to Improve Automatic Identification/Segmentation of Multiple Sclerosis Lesions in Magnetic Resonance Imaging G. Placidi Luigi Cinque D. Iacoviello F. Mignosi M. Polsinelli 19 1 0 26 Aug 2021
Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging Minh-Son To Ian G Sarno Chee Chong M. Jenkinson G. Carneiro MedIm 36 7 0 02 Jun 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian Dalca M. Sabuncu SSeg 36 15 0 21 May 2021
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review A. Shoeibi Marjane Khodatars M. Jafari Parisa Moridian Mitra Rezaei ... Juan M Gorriz Jónathan Heras M. Panahiazar S. Nahavandi U. Acharya 46 125 0 11 May 2021
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications Yang Ma Chaoyi Zhang Mariano Cabezas Yang Song Zihao Tang Dongnan Liu Weidong (Tom) Cai M. Barnett Chenyu Wang 21 35 0 20 Apr 2021
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs S. T. Kim Leili Goli Magdalini Paschali Ashkan Khakzar Matthias Keicher Tobias Czempiel E. Burian R. Braren Nassir Navab T. Wendler 19 7 0 12 Mar 2021
Latent Space Analysis of VAE and Intro-VAE applied to 3-dimensional MR Brain Volumes of Multiple Sclerosis, Leukoencephalopathy, and Healthy Patients Christopher Vogelsanger C. Federau 16 3 0 17 Jan 2021
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation R. A. Kamraoui Vinh-Thong Ta T. Tourdias Boris Mansencal J. V. Manjón Pierrick Coupé OOD 31 50 0 14 Dec 2020
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods H. Zhang I. Oguz 30 14 0 12 Dec 2020
Ensembling Low Precision Models for Binary Biomedical Image Segmentation Tianyu Ma Hang Zhang Hanley Ong Amar Vora Thanh D. Nguyen Ajay Gupta Yi Wang M. Sabuncu UQCV 25 12 0 16 Oct 2020
Geometric Loss for Deep Multiple Sclerosis lesion Segmentation Hang Zhang Jinwei Zhang Rongguang Wang Qihao Zhang S. Gauthier P. Spincemaille Thanh D. Nguyen Yi Wang 14 22 0 29 Sep 2020
Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation Stefan Denner Ashkan Khakzar Moiz Sajid Mahdi Saleh Žiga Špiclin S. T. Kim Nassir Navab 18 20 0 07 Apr 2020
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI S. Aslani Vittorio Murino Michael Dayan Roger Tam Diego Sona Ghassan Hamarneh MedIm 28 42 0 22 Oct 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 18 10 0 10 Aug 2019
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin Mohsen Ghafoorian N. Karssemeijer Tom Heskes M. Bergkamp Joost Wissink ... K. Keizer F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel MedIm 212 123 0 24 Oct 2016