Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification

23 January 2017

Papers citing "Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification"

27 / 27 papers shown

Title
A simple and effective approach for body part recognition on CT scans based on projection estimation Franko Hrzic Mohammadreza Movahhedi Ophelie Lavoie-Gagne Ata Kiapour 46 0 0 30 Apr 2025
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease Yihao Lin Ximeng Li Yan Zhang Jinshan Tang MedIm 13 3 0 25 Jan 2024
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI Taymaz Akan Sait Alp M. A. N. Bhuiyan MedIm 33 3 0 06 Jan 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 40 5 0 26 Dec 2023
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI Xin Zhang Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang MedIm 18 4 0 17 Feb 2023
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIs Qiu-hui Chen Yi Hong MedIm 22 11 0 02 Feb 2023
Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input Zilun Zhang Farzad Khalvati MedIm ViT 22 9 0 03 Oct 2022
Loc-VAE: Learning Structurally Localized Representation from 3D Brain MR Images for Content-Based Image Retrieval K. Nishimaki Kumpei Ikuta Yuto Onga Hitoshi Iyatomi K. Oishi 14 5 0 02 Oct 2022
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data Linfeng Liu Siyu Liu Lu Zhang X. To F. Nasrallah Shekhar S. Chandra MedIm 36 52 0 01 Oct 2022
Structure Guided Manifolds for Discovery of Disease Characteristics Siyu Liu Linfeng Liu Xuan Vinh Stuart Crozier Craig B. Engstrom F. Nasrallah Shekhar S. Chandra MedIm 31 0 0 22 Sep 2022
Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs Marla Narazani Ignacio Sarasua Sebastian Polsterl A. Lizarraga Igor Yakushev Christian Wachinger MedIm 21 17 0 05 Jul 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 39 6 0 07 Jun 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 33 12 0 17 Feb 2022
Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN Wen Yu Baiying Lei Yanyan Shen Shuqiang Wang Yong Liu Z. Feng Yong Hu Michael K. Ng GAN MedIm 18 82 0 25 Nov 2021
Studying the Effects of Self-Attention for Medical Image Analysis Adrit Rao Jongchan Park Sanghyun Woo Joon-Young Lee Oliver Aalami 22 27 0 02 Sep 2021
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification Xin Xing G. Liang Hunter Blanton M. U. Rafique Chris Wang Ai-Ling Lin Nathan Jacobs MedIm 26 39 0 30 Nov 2020
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans Fatih Altay G. Sánchez Y. James S. Faraone Senem Velipasalar Asif Salekin 20 37 0 28 Nov 2020
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design Sarah C. Brüningk Felix Hensel C. Jutzeler Bastian Alexander Rieck 18 4 0 12 Nov 2020
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning Yuto Onga Shingo Fujiyama Hayato Arai Yusuke Chayama Hitoshi Iyatomi K. Oishi MedIm 13 12 0 04 Dec 2019
NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification D. Wood James H. Cole Thomas C Booth MedIm 25 12 0 10 Oct 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 28 551 0 11 Jun 2019
Alzheimer's Disease Brain MRI Classification: Challenges and Insights Yi R. Fung Ziqiang Guan Ritesh Kumar Y. Wu M. Fiterau 8 21 0 10 Jun 2019
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation Junhao Wen Elina Thibeau-Sutre Mauricio Diaz-Melo J. Samper-González A. Routier Simona Bottani Didier Dormont S. Durrleman Ninon Burgos O. Colliot 30 507 0 16 Apr 2019
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning Ahsan Bin Tufail Qiu-Na Zhang Yong-Kui Ma MedIm 19 88 0 09 Sep 2018
Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer's Disease J. Rieke Fabian Eitel M. Weygandt J. Haynes K. Ritter FAtt 23 86 0 08 Aug 2018
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Chengliang Yang Anand Rangarajan Sanjay Ranka FAtt 21 139 0 07 Mar 2018
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images Donghuan Lu K. Popuri G. Ding R. Balachandar M. Beg MedIm 11 316 0 13 Oct 2017