Cover Image

GateFuseNet: An Adaptive 3D Multimodal Neuroimaging Fusion Network for Parkinson's Disease Diagnosis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jin, Rui, Chen, Chen, Liu, Yin, Sun, Hongfu, Zeng, Min, Li, Min, Gao, Yang
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Simple Fusion: Adaptive Gated Fusion for Robust Multimodal Sentiment Analysis
by: Wu, Han, et al.
Published: (2025)

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

GatedCLIP: Gated Multimodal Fusion for Hateful Memes Detection
by: Guo, Yingying, et al.
Published: (2026)

FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis
by: Zou, Ke, et al.
Published: (2025)

PD-Diag-Net: Clinical-Priors guided Network on Brain MRI for Auxiliary Diagnosis of Parkinson's Disease
by: Shao, Shuai, et al.
Published: (2025)

Facial Expression-based Parkinson's Disease Severity Diagnosis via Feature Fusion and Adaptive Class Balancing
by: Zhou, Yintao, et al.
Published: (2025)

UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion
by: Jia, Zhanyuan, et al.
Published: (2025)

3DTTNet: Multimodal Fusion-Based 3D Traversable Terrain Modeling for Off-Road Environments
by: Chen, Zitong, et al.
Published: (2024)

IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
by: Yin, Junbo, et al.
Published: (2024)

FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
by: He, Quansong, et al.
Published: (2025)

A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis
by: Yin, Feiyu, et al.
Published: (2024)

IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules
by: Li, Min, et al.
Published: (2024)

Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting
by: Ding, Tianyi, et al.
Published: (2025)

AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning
by: Qu, Chongyu, et al.
Published: (2026)

RTGMFF: Enhanced fMRI-based Brain Disorder Diagnosis via ROI-driven Text Generation and Multimodal Feature Fusion
by: Jia, Junhao, et al.
Published: (2025)

Explainable Parkinsons Disease Gait Recognition Using Multimodal RGB-D Fusion and Large Language Models
by: Alnaasan, Manar, et al.
Published: (2025)

Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset
by: Zheng, Chen
Published: (2024)

QSMDiff: Unsupervised 3D Diffusion Models for Quantitative Susceptibility Mapping
by: Xiong, Zhuang, et al.
Published: (2024)

AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis
by: Chen, Qiuhui, et al.
Published: (2024)

VGGT-Occ: Geometry-Grounded and Density-Aware Gated Fusion for 3D Occupancy Prediction
by: Chen, Xun, et al.
Published: (2026)

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

Advancing Lung Disease Diagnosis in 3D CT Scans
by: Li, Qingqiu, et al.
Published: (2025)

DreamFuse: Adaptive Image Fusion with Diffusion Transformer
by: Huang, Junjia, et al.
Published: (2025)

SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection
by: Gong, Yan, et al.
Published: (2023)

AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation
by: Zheng, Fuchen, et al.
Published: (2024)

MambaFusion: Adaptive State-Space Fusion for Multimodal 3D Object Detection
by: Narayanan, Venkatraman, et al.
Published: (2026)

AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection
by: Chen, Zizhao, et al.
Published: (2024)

DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification
by: Ahmad, Belal, et al.
Published: (2024)

AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction
by: Chen, Anjun, et al.
Published: (2024)

AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
by: Gao, Jingnan, et al.
Published: (2024)

VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
by: Refat, Shamim Rahim, et al.
Published: (2025)

GAC-Net_Geometric and attention-based Network for Depth Completion
by: Zhu, Kuang, et al.
Published: (2025)

Res2NetFuse: A Novel Res2Net-based Fusion Method for Infrared and Visible Images
by: Song, Xu, et al.
Published: (2021)

MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection
by: Li, Gang, et al.
Published: (2025)

MGCR-Net:Multimodal Graph-Conditioned Vision-Language Reconstruction Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2025)

HistoFusionNet: Histogram-Guided Fusion and Frequency-Adaptive Refinement for Nighttime Image Dehazing
by: Heydari, Mohammad, et al.
Published: (2026)

Accurate Leukocyte Detection Based on Deformable-DETR and Multi-Level Feature Fusion for Aiding Diagnosis of Blood Diseases
by: Chen, Yifei, et al.
Published: (2024)

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis
by: Wei, Yuxiang, et al.
Published: (2025)

Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal Neuroimaging
by: Usman, Muhammad, et al.
Published: (2024)

EMAD: Evidence-Centric Grounded Multimodal Diagnosis for Alzheimer's Disease
by: Chen, Qiuhui, et al.
Published: (2026)