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1902.09904
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Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network
Frontiers in Neuroscience (Front. Neurosci.), 2019
26 February 2019
Yechong Huang
Jiahang Xu
Lihao Liu
Tong Tong
Xiahai Zhuang
the Alzheimer's Disease Neuroimaging Initiative
MedIm
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Papers citing
"Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network"
18 / 18 papers shown
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis
Pattern Recognition (Pattern Recogn.), 2025
Zhongying Deng
Haoyu Wang
Ziyan Huang
Li Zhang
Angelica I Aviles-Rivero
Chaoyu Liu
Junjun He
Zoe Kourtzi
Carola-Bibiane Schönlieb
MedIm
AI4CE
370
2
0
01 May 2025
Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models
Journal of Computer Science (JCS), 2023
Nasser A Alsadhan
MedIm
240
11
0
09 Feb 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yitong Li
Morteza Ghahremani
Youssef Wally
Christian Wachinger
MedIm
276
8
0
30 Oct 2024
HyperMM : Robust Multimodal Learning with Varying-sized Inputs
Hava Chaptoukaev
Vincenzo Marcianó
Francesco Galati
Maria A. Zuluaga
201
1
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
Hongtu Zhu
147
4
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
181
123
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
134
4
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
106
2
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
197
69
0
31 Jul 2023
Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies
NeuroImage (NeuroImage), 2022
Dingqian Wang
N. Honnorat
P. Fox
K. Ritter
Simon B. Eickhoff
S. Seshadri
Mohamad Habes
203
54
0
22 Jul 2022
Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Marla Narazani
Ignacio Sarasua
Sebastian Polsterl
A. Lizarraga
Igor Yakushev
Christian Wachinger
MedIm
102
22
0
05 Jul 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence
H. Nguyen
Michael Clement
Boris Mansencal
Pierrick Coupé
MedIm
171
15
0
07 Jun 2022
Self-Supervised Longitudinal Neighbourhood Embedding
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
J. Ouyang
Qingyu Zhao
Ehsan Adeli
E. Sullivan
A. Pfefferbaum
Greg Zaharchuk
K. Pohl
165
29
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
103
2
0
27 Nov 2020
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease
Pattern Recognition (Pattern Recognit.), 2020
Yuang Shi
C. Zu
Mei Hong
Luping Zhou
Lei Wang
Xi Wu
Jiliu Zhou
Daoqiang Zhang
Yan Wang
92
74
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
190
20
0
01 Oct 2020
GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Hoo-Chang Shin
Alvin Ihsani
Ziyue Xu
Swetha Mandava
Sharath Turuvekere Sreenivas
Christopher Forster
Jiook Cha
Alzheimer's Disease Neuroimaging Initiative
GAN
MedIm
127
30
0
10 Aug 2020
DeepHealth: Review and challenges of artificial intelligence in health informatics
Gloria Hyunjung Kwak
Pan Hui
SyDa
216
26
0
01 Sep 2019
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