Cover Image

Flexible Multimodal Neuroimaging Fusion for Alzheimer's Disease Progression Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Burns, Benjamin, Xue, Yuan, Scharre, Douglas W., Ning, Xia
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion
by: Zhou, Meng, et al.
Published: (2025)

InSight: AI Mobile Screening Tool for Multiple Eye Disease Detection using Multimodal Fusion
by: Raghu, Ananya, et al.
Published: (2025)

Convolutional Neural Networks for Predictive Modeling of Lung Disease
by: Liang, Yingbin, et al.
Published: (2024)

Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging
by: Youn, Jiwon, et al.
Published: (2024)

Multimodal Fusion and Coherence Modeling for Video Topic Segmentation
by: Yu, Hai, et al.
Published: (2024)

Interpretable Alzheimer's Diagnosis via Multimodal Fusion of Regional Brain Experts
by: Zhuang, Farica, et al.
Published: (2025)

Deep Learning for Early Alzheimer Disease Detection with MRI Scans
by: Rafsan, Mohammad, et al.
Published: (2025)

Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
by: Zhou, Meng, et al.
Published: (2024)

Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis
by: Nielsen, Milla E., et al.
Published: (2024)

Multimodal, Multi-Disease Medical Imaging Foundation Model (MerMED-FM)
by: Zhou, Yang, et al.
Published: (2025)

Leveraging Multimodal Models for Enhanced Neuroimaging Diagnostics in Alzheimer's Disease
by: Chiumento, Francesco, et al.
Published: (2024)

ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
by: Zhang, Binyu, et al.
Published: (2025)

Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders
by: Avci, Mehmet Yigit, et al.
Published: (2024)

Enhancing Synthetic CT from CBCT via Multimodal Fusion and End-To-End Registration
by: Tschuchnig, Maximilian, et al.
Published: (2025)

MedMimic: Physician-Inspired Multimodal Fusion for Early Diagnosis of Fever of Unknown Origin
by: Chen, Minrui, et al.
Published: (2025)

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data
by: Lincoln, Soyabul Islam, et al.
Published: (2025)

Alzheimer's Disease Classification Using Retinal OCT: TransnetOCT and Swin Transformer Models
by: Kesu, Siva Manohar Reddy, et al.
Published: (2025)

SFNet: A Spatial-Frequency Domain Deep Learning Network for Efficient Alzheimer's Disease Diagnosis
by: Yang, Xinyue, et al.
Published: (2025)

Leveraging Video Vision Transformer for Alzheimer's Disease Diagnosis from 3D Brain MRI
by: Akan, Taymaz, et al.
Published: (2025)

A Novel Feature Map Enhancement Technique Integrating Residual CNN and Transformer for Alzheimer Diseases Diagnosis
by: Khan, Saddam Hussain
Published: (2024)

When Deep Learning Fails: Limitations of Recurrent Models on Stroke-Based Handwriting for Alzheimer's Disease Detection
by: Nardone, Emanuele, et al.
Published: (2025)

CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression
by: Jiang, Caiwen, et al.
Published: (2024)

MedVQA-TREE: A Multimodal Reasoning and Retrieval Framework for Sarcopenia Prediction
by: Moradbeiki, Pardis, et al.
Published: (2025)

PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion
by: Sharshar, Ahmed, et al.
Published: (2025)

Flexible Multimodal Fusion of Neuroimaging Modalities for Alzheimer's Disease Progression Prediction
by: Benjamin Burns, et al.
Published: (2025)

A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
by: Lo, Yui, et al.
Published: (2025)

Progressive Alignment Degradation Learning for Pansharpening
by: Zhao, Enzhe, et al.
Published: (2025)

DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
by: Vroemen, Marcus J., et al.
Published: (2025)

3D ReX: Causal Explanations in 3D Neuroimaging Classification
by: Navaratnarajah, Melane, et al.
Published: (2025)

HDR Image Reconstruction using an Unsupervised Fusion Model
by: Nagaswetha, Kumbha
Published: (2025)

Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces
by: Mahapatra, Aniruddha, et al.
Published: (2025)

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective
by: Chen, Xiaolan, et al.
Published: (2024)

Progressive Transfer Learning for Multi-Pass Fundus Image Restoration
by: Phan, Uyen, et al.
Published: (2025)

Generative Artificial Intelligence in Medical Imaging: Foundations, Progress, and Clinical Translation
by: Zhou, Xuanru, et al.
Published: (2025)

Generating Progressive Images from Pathological Transitions via Diffusion Model
by: Liu, Zeyu, et al.
Published: (2023)

MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model
by: Yuda, Bi, et al.
Published: (2025)

DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining
by: Wei, Bingcai
Published: (2024)

Structurally Consistent MRI Colorization using Cross-modal Fusion Learning
by: Mathur, Mayuri, et al.
Published: (2024)

Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering
by: Zhang, Zhilin, et al.
Published: (2024)

RGB-Thermal Infrared Fusion for Robust Depth Estimation in Complex Environments
by: Meng, Zelin, et al.
Published: (2025)