Cover Image

STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Wei, Zeng, Weiming, Chen, Hongyu, Liu, Jie, Yan, Hongjie, Zhang, Kaile, Tao, Ran, Siok, Wai Ting, Wang, Nizhuan
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

STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis
by: Dong, Wenhao, et al.
Published: (2024)

STAMBRIDGE: Spectral-Temporal Amplitude-aware Mid-Feature Bridge for EEG Visual Decoding
by: Meng, Jiahe, et al.
Published: (2026)

A Cross Spatio-Temporal Pathology-based Lung Nodule Dataset
by: Jian, Muwei, et al.
Published: (2024)

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas
by: Feng, Yu, et al.
Published: (2024)

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images
by: Jiang, Menghui, et al.
Published: (2021)

Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer
by: Zhang, Jing, et al.
Published: (2025)

Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection
by: Wijenayake, Buddhi, et al.
Published: (2025)

GADA: Graph Attention-based Detection Aggregation for Ultrasound Video Classification
by: Chen, Li, et al.
Published: (2025)

A Multi-Scale Spatial-Temporal Network for Wireless Video Transmission
by: Zhou, Xinyi, et al.
Published: (2024)

Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix
by: Ahmad, Osama, et al.
Published: (2023)

Spatio-Temporal Turbulence Mitigation: A Translational Perspective
by: Zhang, Xingguang, et al.
Published: (2024)

RSNet: A Light Framework for The Detection of SAR Ship Detection
by: Chen, Hongyu, et al.
Published: (2024)

A novel brain registration model combining structural and functional MRI information
by: Li, Baolong, et al.
Published: (2024)

Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation
by: Xu, Ming, et al.
Published: (2024)

ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation
by: Danier, Duolikun, et al.
Published: (2021)

Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation
by: Zhang, Yuxiang, et al.
Published: (2025)

STACT-Time: Spatio-Temporal Cross Attention for Cine Thyroid Ultrasound Time Series Classification
by: Adam, Irsyad, et al.
Published: (2025)

Opto-Atomic Spatio-Temporal Holographic Correlators for High-Speed 3D CNNs
by: Shen, Xi, et al.
Published: (2026)

DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation
by: Zhang, Jiong, et al.
Published: (2024)

Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping
by: Capitão, Nuno, et al.
Published: (2025)

Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders
by: Dahan, Simon, et al.
Published: (2023)

Convolutional Long Short-Term Memory (convLSTM) for Spatio-Temporal Forecastings of Saturations and Pressure in the SACROC Field
by: Panja, Palash, et al.
Published: (2022)

Selective Variable Convolution Meets Dynamic Content-Guided Attention for Infrared Small Target Detection
by: Chen, Yirui, et al.
Published: (2025)

Small metal artifact detection and inpainting in cardiac CT images
by: McKeown, Trevor, et al.
Published: (2024)

Make Both Ends Meet: A Synergistic Optimization Infrared Small Target Detection with Streamlined Computational Overhead
by: Jing, Yuxin, et al.
Published: (2025)

Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
by: Fang, Zheng, et al.
Published: (2025)

SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography
by: Akash, Ahsan Habib, et al.
Published: (2025)

UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation
by: Zhang, Xubei, et al.
Published: (2025)

Reliability-Aware Weighted Multi-Scale Spatio-Temporal Maps for Heart Rate Monitoring
by: Bairagi, Arpan, et al.
Published: (2026)

VCC-DSA: A Novel Vascular Consistency Constrained DSA Imaging Model for Motion Artifact Suppression
by: Ge, Rongjun, et al.
Published: (2026)

MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation
by: Gao, Yifan, 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)

Semantic Communications for 3D Human Face Transmission with Neural Radiance Fields
by: Wu, Guanlin, et al.
Published: (2024)

Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging
by: Huang, Shaoguang, et al.
Published: (2024)

BitSemCom: A Bit-Level Semantic Communication Framework with Learnable Probabilistic Mapping
by: Zhang, Haoshuo, et al.
Published: (2025)

A Plug-and-Play Image Registration Network
by: Hu, Junhao, et al.
Published: (2023)

Echo-E$^3$Net: Efficient Endocardial Spatio-Temporal Network for Ejection Fraction Estimation
by: Heidari, Moein, et al.
Published: (2025)

Volumetric Temporal Texture Synthesis for Smoke Stylization using Neural Cellular Automata
by: Wang, Dongqing, et al.
Published: (2025)

Channel characterization in screen-to-camera based optical camera communication
by: Yokar, Vaigai Nayaki, et al.
Published: (2025)

An Image Processing Based Blur Reduction Technique in Smartphone-to-Smartphone Visible Light Communication System
by: Yokar, Vaigai Nayaki, et al.
Published: (2025)