Jae Youn Hwang

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Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
SoN: Selective Optimal Network for Smartphone-based Indoor Localization in Real-time
Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
Predicting Obstructive Sleep Apnea Based on Computed Tomography Scan Using Deep Learning Models
Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning
USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy
CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
Stochastic Adaptive Activation Function
Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic View
USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer
Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases
Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Media
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
Imbalanced Loss-Integrated Deep-Learning-based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear
Domain Adaptive Transfer Attack-based Segmentation Networks for Building Extraction from Aerial Images
Fully-automatic Deep Learning-based Analysis for Determination of the Invasiveness of Breast Cancer Cells in an Acoustic Trap
Wide-field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears
Smartphone-based Spectral Imaging Otoscope: System Development and Preliminary Study for Evaluation of Its Potential As a Mobile Diagnostic Tool