Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network

26 February 2019

the Alzheimer's Disease Neuroimaging Initiative

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Papers citing "Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network"

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Title
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang Li Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 26 0 0 01 May 2025
Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models Nasser A Alsadhan MedIm 55 2 0 09 Feb 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET Yitong Li Morteza Ghahremani Youssef Wally Christian Wachinger MedIm 31 0 0 30 Oct 2024
HyperMM : Robust Multimodal Learning with Varying-sized Inputs Hava Chaptoukaev Vincenzo Marcianó Francesco Galati Maria A. Zuluaga 30 0 0 30 Jul 2024
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis Yuxiao Liu Mianxin Liu Yuanwang Zhang Kaicong Sun Dinggang Shen 24 3 0 26 Jul 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 32 31 0 23 Apr 2024
A Comparative Analysis on Metaheuristic Algorithms Based Vision Transformer Model for Early Detection of Alzheimer's Disease Anuvab Sen Udayon Sen Subhabrata Roy 15 3 0 18 Jan 2024
Multimodal Identification of Alzheimer's Disease: A Review Guian Fang Mengsha Liu Yi Zhong Zhuolin Zhang Jiehui Huang Zhenchao Tang C. Chen 14 0 0 06 Oct 2023
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET Scans Yanteng Zhanga Xiaohai He Yi Hao Chan Qizhi Teng Jagath Rajapakse 6 30 0 31 Jul 2023
Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies Dingqian Wang N. Honnorat P. Fox K. Ritter Simon B. Eickhoff S. Seshadri Mohamad Habes 16 33 0 22 Jul 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 13 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 33 6 0 07 Jun 2022
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 16 19 0 05 Mar 2021
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels Tommaso Di Noto Guillaume Marie S. Tourbier Yasser Alemán-Gómez G. Saliou Meritxell Bach Cuadra P. Hagmann J. Richiardi 17 2 0 27 Nov 2020
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease Yuang Shi C. Zu Mei Hong Luping Zhou Lei Wang Xi Wu Jiliu Zhou Daoqiang Zhang Yan Wang 9 59 0 16 Oct 2020
A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users Xing Liang A. Angelopoulou E. Kapetanios B. Woll Reda Al-batat Tyron Woolfe 11 17 0 01 Oct 2020
GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI Hoo-Chang Shin Alvin Ihsani Ziyue Xu Swetha Mandava Sharath Turuvekere Sreenivas Christopher Forster Jiook Cha Alzheimer's Disease Neuroimaging Initiative GAN MedIm 16 21 0 10 Aug 2020
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 25 26 0 01 Sep 2019
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 67 437 0 06 Apr 2018
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 295 10,618 0 19 Feb 2017
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012