IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet

19 November 2018

Jose Dolz

Papers citing "IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet"

25 / 25 papers shown

Title
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical Information Hongjun Zhu Jiaohang Huang Kuo Chen Xuehui Ying Ying Qian MedIm 19 1 0 18 Sep 2024
A review of deep learning-based information fusion techniques for multimodal medical image classification Yi-Hsuan Li Mostafa EL HABIB DAHO Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité R. Tadayoni B. Cochener M. Lamard G. Quellec 35 31 0 23 Apr 2024
Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks José Morano Guilherme Aresta C. Grechenig U. Schmidt-Erfurth Hrvoje Bogunović 34 3 0 02 Feb 2024
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels Seungho Lee Seoungyoon Kang Hyunjung Shim ViT VLM 36 0 0 23 Jan 2024
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images Afnan Ghafoor Seong-Yong Moon Bumshik Lee 17 1 0 07 Nov 2023
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 27 30 0 03 May 2022
Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach Reza Azad Moein Heidari Julien Cohen-Adad Ehsan Adeli Dorit Merhof 36 6 0 06 Apr 2022
Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-fine Localization and Classification Zi Chen Jie Zhao Hao Yu Yue Zhang Li Lyna Zhang 17 3 0 16 Mar 2022
DXM-TransFuse U-net: Dual Cross-Modal Transformer Fusion U-net for Automated Nerve Identification Baijun Xie Gary Milam B. Ning J. Cha C. Park MedIm 27 7 0 27 Feb 2022
Bladder segmentation based on deep learning approaches: current limitations and lessons M. Bandyk D. Gopireddy C. Lall K. Balaji Jose Dolz 16 0 0 16 Jan 2021
PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline Farzin Negahbani Rasool Sabzi Bita Pakniyat Jahromi F. Movahedi Mahsa Kohandel Shirazi Shayan Majidi Dena Firouzabadi Amirreza Dehganian 22 1 0 09 Oct 2020
Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net Chuanbo Wang Ye Guo Wei Chen Zeyun Yu 12 20 0 28 Sep 2020
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data Gautam Rajendrakumar Gare Jiayuan Li Rohan P. Joshi M. P. Vaze Rishikesh Magar M. Yousefpour R. Rodriguez J. Galeotti 9 1 0 27 Aug 2020
Stabilizing Deep Tomographic Reconstruction Weiwen Wu Dianlin Hu W. Cong Hongming Shan Shaoyu Wang Chuang Niu Pingkun Yan Hengyong Yu V. Vardhanabhuti Ge Wang OOD 12 10 0 04 Aug 2020
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network Chao Chai Pengchong Qiao Bin Zhao Huiying Wang Guohua Liu ... W. Shen Chen Cao Xinchen Ye Zhiyang Liu S. Xia 12 0 0 03 Aug 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray A. Sayyed Dipayan Saha Abdul Rakib Hossain 4 8 0 28 Jul 2020
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images Simindokht Jahangard M. H. Zangooei Maysam Shahedi SSeg 16 7 0 16 Jul 2020
Deeply Cascaded U-Net for Multi-Task Image Processing I. Gubins R. Veltkamp SSeg 14 6 0 01 May 2020
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 24 504 0 22 Apr 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 50 610 0 17 Jan 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 26 173 0 06 Jan 2020
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 14 70 0 25 Dec 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation Song Li Geoffrey Tso SSeg 14 17 0 16 Oct 2018
MRI Tumor Segmentation with Densely Connected 3D CNN Lele Chen Yue Wu Adora M. DSouza A. Abidin A. Wismüller Chenliang Xu 39 119 0 18 Jan 2018
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation Jose Dolz Christian Desrosiers Li Wang Jing Yuan D. Shen Ismail Ben Ayed 3DV 45 113 0 14 Dec 2017