Laboratory Instructor: Professor Yen-Ching ChangAuthored Research Project:1. 透過對比學習以未標記資料集對影像分割模型進行預訓練 (NSTC專題研究計畫) authored and secured approval.2. 基於多模態Transformer架構生成醫學影像的文本報告(NSTC 112-2813-C-040-012-E) (NSTC大專學生研究計畫) authored and secured approval.Participate in Research Project:1. 基於多模態Transformer架構生成醫學影像的文本報告(NSTC 112-2813-C-040-012-E) (NSTC大專學生研究計畫)2. 深度學習應用於喉頻閃內視鏡影像之電腦輔助診斷(MOST 110-2410-H-040-001-) (NSTC專題研究計畫)3. 骨盆機能照顧整合中心復健約診系統開發Conference Contributions:1. Medical Image Segmentation with Few Labeled Data based on Contrastive Learning Methods (ICATI 2023)2. EB-YOLO: An efficient YOLO Network for Bottle of Pharmacy Real-time Object Detection (TANET 2022)Teaching Experience:1. Teaching Assistant in Data Science with Python (4 semesters)

1. Use image processing methods to segment out the coronary artery position in LDCT and construct a correspondence 3D mask.2. Use morphology method to make three-dimensional correspondence between cardiac CT and LDCT images of the same patient.3. Find the calcification range and calculate the CAC score.

1. Learn network architecture setup.2. Assist in maintenance of hospital network and computers.