Younhyun Jung

Gachon University — South Korea

Computer Science · Physical Sciences

16h-index1.0kcitations78works5.62yr avg
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Research Topics

Computer Graphics and Visualization Techniques(19), Medical Image Segmentation Techniques(17), Medical Imaging Techniques and Applications(11), 3D Shape Modeling and Analysis(8), Augmented Reality Applications(8)

Publications78 total

SynTaskNet: A synergistic multi-task network for joint segmentation and classification of small anatomical structures in ultrasound imaging
Computer Vision and Image Understanding·2025
Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention
Knowledge-Based Systems·2025
Vision Transformer with Scale-Invariant Features for Human Activity Recognition in Smart Surveillance-Based Fall Detection
International Journal of Humanoid Robotics·2025
Instinctual-TF: Feel Free to Manipulate Transfer Function in Mixed Reality Environments
2025
An Adaptive Transfer Learning Framework for Multimodal Autism Spectrum Disorder Diagnosis
Life·2025Open Access
Multimodal Feature Fusion with Hybrid CNN for Real-Time Sign Language Recognition in Human–Robot Interaction
International Journal of Humanoid Robotics·2025· 1 cited
Publisher Correction: Predicting coronary heart disease with advanced machine learning classifiers for improved cardiovascular risk assessment
Scientific Reports·2025· 1 citedOpen Access
HIRD-Net: An Explainable CNN-Based Framework with Attention Mechanism for Diabetic Retinopathy Diagnosis Using CLAHE-D-DoG Enhanced Fundus Images
Life·2025· 2 citedOpen Access
Improving lung cancer detection with enhanced convolutional sequential networks
Scientific Reports·2025· 2 citedOpen Access
AdvancedHybridNet: An AI-Powered Hybrid Ensemble for High-Accuracy Thyroid Disease Diagnosis Using Dynamic Feature Selection
2025Open Access
Clinical decision support system for comprehensive analysis and long-term surveillance of post-endovascular repair in abdominal aortic aneurysms
Knowledge-Based Systems·2025
An adaptive AI-based virtual reality sports system for adolescents with excess body weight: a randomized controlled trial
Nature Medicine·2025· 9 citedOpen Access
Revolutionizing diabetic retinopathy and macular edema management: a systematic review on the transformative potential of artificial intelligence
The Visual Computer·2025
Predicting coronary heart disease with advanced machine learning classifiers for improved cardiovascular risk assessment
Scientific Reports·2025· 15 citedOpen Access
A Lightweight and Accurate Localization Model for Anatomical Landmark in Medical Imaging Using Depth-Wise Separable Convolution
2025
An intuitive and semi-automated transfer function design for interactive region of interest-based direct volume rendering in mixed reality head mounted devices
Virtual Reality·2025· 2 citedOpen Access
A new hybrid image denoising algorithm using adaptive and modified decision-based filters for enhanced image quality
Scientific Reports·2025· 29 citedOpen Access
Early progression detection from MCI to AD using multi-view MRI for enhanced assisted living
Image and Vision Computing·2025· 10 cited
Mixed Reality Hologram Slicer (mxdR-HS): A Markerless Tangible User Interface for Interactive Holographic Medical Volume Visualization
Lecture notes in computer science·2025
An Automated Marker-Less Registration Approach Using Neural Radiance Fields for Potential Use in Mixed Reality-Based Computer-Aided Surgical Navigation of Paranasal Sinus
Computers·2024Open Access
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Frequent Co-authors

Jinman Kim(27), Dagan Feng(16), Bin Sheng(13), Ping Li(13), Michael Fulham(10), Huating Li(9), Saba Ghazanfar Ali(8), Po Yang(7), Hoijoon Jung(5), Xiangning Wang(4), Sungmin Lee(4), Ashnil Kumar(4), Suhyeon Kim(4), Haill An(4), Bin Sheng(3), Nadia Magnenat‐Thalmann(3), Jihong Wang(3), Anam Nazir(2), Muhammad Nadeem Cheema(2), Jing Qin(2)