Hyung-jeong J. Yang

Gwangju, Republic of Korea

Last Updated: 09/26/2026

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Found 31 publications

CSF-net: a color space fusion network with self-attention-driven feature learning for feline ocular diseases classification.

CSF-net: a color space fusion network with self-attention-driven feature learning for feline ocular diseases classification.

Journal: Frontiers in veterinary science

Published: March 09, 2026

Neuro-ocular amyloid characterization in Alzheimer's disease via cross-site PET-MRI and hierarchical cross-attention driven multimodal representation learning.

Neuro-ocular amyloid characterization in Alzheimer's disease via cross-site PET-MRI and hierarchical cross-attention driven multimodal representation learning.

Journal: NeuroImage

Published: December 12, 2025

Federated Learning for Cardiovascular Disease Prediction: A Comparative Review of Biosignal- and EHR-Based Approaches.

Federated Learning for Cardiovascular Disease Prediction: A Comparative Review of Biosignal- and EHR-Based Approaches.

Journal: Healthcare (Basel, Switzerland)

Published: September 08, 2025

Dual-stream transformer approach for pain assessment using visual-physiological data modeling.

Dual-stream transformer approach for pain assessment using visual-physiological data modeling.

Journal: PeerJ. Computer science

Published: May 05, 2025

Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow.

Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow.

Journal: IEEE journal of biomedical and health informatics

Published: October 02, 2024

A lightweight approach based on cross-modality for depression detection.

A lightweight approach based on cross-modality for depression detection.

Journal: Computers in biology and medicine

Published: September 28, 2024

Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network.

Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network.

Journal: International journal of medical informatics

Published: May 15, 2024

AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality.

AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: March 13, 2024

A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients.

A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients.

Journal: Computer methods and programs in biomedicine

Published: August 28, 2023

Pathology image-based predictive model for individual survival time of early-stage lung adenocarcinoma patients.

Pathology image-based predictive model for individual survival time of early-stage lung adenocarcinoma patients.

Journal: Scientific reports

Published: May 17, 2023

Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM.

Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM.

Journal: Sensors (Basel, Switzerland)

Published: March 17, 2023

Survival Prediction Using Transformer-Based Categorical Feature Representation in the Treatment of Diffuse Large B-Cell Lymphoma.

Survival Prediction Using Transformer-Based Categorical Feature Representation in the Treatment of Diffuse Large B-Cell Lymphoma.

Journal: Healthcare (Basel, Switzerland)

Published: February 07, 2023

Showing 1-12 of 31

Last Updated: 09/26/2026