Area of research
Radiology, Nuclear Medicine and Imaging · Ophthalmology
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Glaucoma and retinal disorders, AI in cancer detection, and CAR-T cell therapy research.
Performance Comparison of Machine Learning Using Radiomic Features and CNN-Based Deep Learning in Benign and Malignant Classification of Vertebral Compression Fractures Using CT Scans.
Radiomics-based differentiation of hepatocellular carcinoma and dysplastic nodules using noncontrast abbreviated MRI.
Development of a Non-Contact Flow Sensor Based on a Permanent Magnet Metal Clip for Monitoring Circulation Status.
Machine learning-based prediction of long-term new-onset diabetes mellitus risk after pancreaticoduodenectomy using radiomics.
A Novel Fluorescence-Triggered Auditory Feedback Photosensor for Precision Lymph Node Mapping.
Hemorrhage Segmentation in Fundus Images Using the U-Net 3+ Model: Performance Comparison Across Retinal Regions.
Automated Neonatal Hip Ultrasound System for Diagnosing Developmental Dysplasia of Hips Using Assistive AI.
AI caption generation model for digital pathology of adenocarcinoma in endoscopic histopathology using multi-instance attention mechanisms.
Deep Learning-Based Prediction System for Surgical Difficulty in Rectal Cancer Patients Using MRI Pelvimetry.
Correction: Comparative Performance Evaluation of Federated and Centralized Learning for Velum and OTE Segmentation in Sleep Endoscopy Images.
LED Illumination for Fluorescence-Based Lesion Observation Using a Balanced Beam Diffusion and Concentration Approach
The Influence of Preoperative Skeletal Muscle Quantification on Prognosis in Patients With Epithelial Ovarian Cancer
Early detection of esophageal cancer: Evaluating AI algorithms with multi-institutional narrowband and white-light imaging data.
Ensemble Learning-Based Alzheimer's Disease Classification Using Electroencephalogram Signals and Clock Drawing Test Images.
Allergy Wheal and Erythema Segmentation Using Attention U-Net.
Automated Imaging of Cataract Surgery Using Artificial Intelligence.
How valuable are the questions and answers generated by large language models in oral and maxillofacial surgery?
Airway and Airway Obstruction Site Segmentation Study Using U-Net with Drug-Induced Sleep Endoscopy Images.
Comparison of lesion segmentation performance in diffusion-weighted imaging and apparent diffusion coefficient images of stroke by artificial neural networks.
Classification of Grades of Subchondral Sclerosis from Knee Radiographic Images Using Artificial Intelligence.
Multi-asymmetric irradiation in a ring-type array for enhanced beamwidth and power of led fluorescence microscopy in surgical imaging
Minimally invasive steam-assisted drug delivery with ICG fluorescence guidance for primary malignant bone tumors and evaluation of clinical applicability.
Mechanical Analysis for Active Movement of Upper Limb Rehabilitation Robots to Alleviate Shoulder Pain in Patients with Stroke Hemiplegia and Frozen Shoulder.
Deep Learning-Based Automatic Muscle Segmentation of the Thigh Using Lower Extremity CT Images.
CNN-Based Automatic Tablet Classification Using a Vibration-Controlled Bowl Feeder with Spiral Torque Optimization.
Artificial Intelligence Model Assists Knee Osteoarthritis Diagnosis via Determination of K-L Grade.
Deep learning-based classification of speech disorder in stroke and hearing impairment.
Toward Supportive Decision-Making for Ureteral Stent Removal: Development of a Morphology-Based X-Ray Analysis.
AI-Based Multi-Organ Segmentation in Gynecologic Laparoscopy: Comparative Evaluation of Deep Learning Architectures for Anatomical Precision and Surgical Applicability.
AI-driven prediction of dental implant numbers to be placed for patient-specific treatment planning.
PIRE: Advanced Artificial Muscles for International and Globally Competitive Research and Education in Soft Robotics
II-NEW: Collaborative Research: Robotic Catheterization Using Ionic Polymer-Metal Composite Actuator
II-NEW: Collaborative Research: Robotic Catheterization Using Ionic Polymer-Metal Composite Actuator
Collaborative Research: Intelligent Microwave Power Transmission and Control System for Artificial Muscle-Driven Biomimetic Robotic Systems
Collaborative Research: Biologically Inspired Cilia-Driven Microscale Robots
SBIR Phase I: Advanced Catalysts for Hydrogen/Air Proton-Exchange Membrane Fuel Cells
Studies and Applications of Cyclostationary Empirical Orthogonal Functions
Studies and Applications of Cyclostationary Empirical Orthogonal Functions
Studies and Applications of Cyclostationary Imperial Orthogonal Functions