Conducted research studies leading to manuscript preparation, Developed MRI-based Alzheimer’s disease classification models, Contributed to peer-reviewed journal publications

Conducted research studies and manuscript preparation, Developed deep learning–based lung cancer classification models, Contributed to peer-reviewed journal publications

Developed deep learning–based brain MRI segmentation models for cerebellar analysis, Established automated pipelines to quantify cerebellar atrophy and its correlation with sarcopenia, Contributed to international conference submissions and journal publications

Developed an image-assisted analysis framework for obstructive sleep apnea (OSA) assessment, Built Android applications for airway training with real-time image feedback and performance tracking, Designed mobile UI/UX to support patient self-training and improve usability and system stability

Built a complete brain MRI preprocessing pipeline, including DICOM/RAW conversion, registration, denoising, and intensity normalization, Extracted quantitative imaging biomarkers for sarcopenia-related correlation analysis, Prepared datasets and conducted preliminary model validation for downstream deep learning studies