Cover Image

An Interpretable Cross-Attentive Multi-modal MRI Fusion Framework for Schizophrenia Diagnosis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Ziyu, Orlichenko, Anton, Qu, Gang, Fu, Zening, Calhoun, Vince D, Ding, Zhengming, Wang, Yu-Ping
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling
by: Mazumder, Badhan, et al.
Published: (2025)

A Generative Imputation Method for Multimodal Alzheimer's Disease Diagnosis
by: Hassanzadeh, Reihaneh, et al.
Published: (2025)

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion
by: Wei, Xinxu, et al.
Published: (2024)

Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers
by: Hassanzadeh, Reihaneh, et al.
Published: (2024)

Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
by: Zhang, Shijia, et al.
Published: (2025)

An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease
by: Dolci, Giorgio, et al.
Published: (2024)

Edge-guided and Cross-scale Feature Fusion Network for Efficient Multi-contrast MRI Super-Resolution
by: Yang, Zhiyuan, et al.
Published: (2024)

NeuroKoop: Neural Koopman Fusion of Structural-Functional Connectomes for Identifying Prenatal Drug Exposure in Adolescents
by: Mazumder, Badhan, et al.
Published: (2025)

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

Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
by: Baker, Bradley T., et al.
Published: (2024)

GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis
by: Xu, Hu, et al.
Published: (2025)

PE-MVCNet: Multi-view and Cross-modal Fusion Network for Pulmonary Embolism Prediction
by: Guo, Zhaoxin, et al.
Published: (2024)

Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI
by: Zhong, Yutian, et al.
Published: (2024)

Algebraic Connectivity Reveals Modulated High-Order Functional Networks in Alzheimer's Disease
by: Dolci, Giorgio, et al.
Published: (2025)

Multi-modal MRI sensitive to age: Focus on early brain development in infants
by: Dubois, Jessica
Published: (2023)

Multi-modal Liver Segmentation and Fibrosis Staging Using Real-world MRI Images
by: Zhou, Yang, et al.
Published: (2025)

Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal Ultrasound
by: Wu, Hong, et al.
Published: (2024)

A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis
by: Zubair, Muhammad, et al.
Published: (2025)

Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction
by: Yewle, Akshay Dagadu, et al.
Published: (2025)

Attentive AV-FusionNet: Audio-Visual Quality Prediction with Hybrid Attention
by: Salaj, Ina, et al.
Published: (2025)

CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation
by: Zhou, Yirong, et al.
Published: (2022)

SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement
by: Zhang, Yuhao, et al.
Published: (2025)

Multi-modal brain MRI synthesis based on SwinUNETR
by: Pang, Haowen, et al.
Published: (2025)

REACT-KD: Region-Aware Cross-modal Topological Knowledge Distillation for Interpretable Medical Image Classification
by: Chen, Hongzhao, et al.
Published: (2025)

An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
by: Saadatinia, Mehrshad, et al.
Published: (2023)

Causal Modeling of fMRI Time-series for Interpretable Autism Spectrum Disorder Classification
by: Duan, Peiyu, et al.
Published: (2025)

Multi-modal MRI Translation via Evidential Regression and Distribution Calibration
by: Liu, Jiyao, et al.
Published: (2024)

Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation
by: Zhou, Ruojun, et al.
Published: (2024)

Unsupervised Learning of Multi-modal Affine Registration for PET/CT
by: Chen, Junyu, et al.
Published: (2024)

Correlation Ratio for Unsupervised Learning of Multi-modal Deformable Registration
by: Chen, Xiaojian, et al.
Published: (2025)

M$^3$AD: Multi-task Multi-gate Mixture of Experts for Alzheimer's Disease Diagnosis with Conversion Pattern Modeling
by: Jiang, Yufeng, et al.
Published: (2025)

MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification
by: Gao, Feng, et al.
Published: (2024)

Robust Multi-modal Task-oriented Communications with Redundancy-aware Representations
by: Fu, Jingwen, et al.
Published: (2025)

Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification
by: Alkhouri, Ismail, et al.
Published: (2023)

Classification of Mitral Regurgitation from Cardiac Cine MRI using Clinically-Interpretable Morphological Features
by: On, Y., et al.
Published: (2024)

INR meets Multi-Contrast MRI Reconstruction
by: Niessen, Natascha, et al.
Published: (2025)

MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer
by: Wu, Chengyu, et al.
Published: (2024)

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

CFMW: Cross-modality Fusion Mamba for Robust Object Detection under Adverse Weather
by: Li, Haoyuan, et al.
Published: (2024)