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Yi-Chung Lai

2 papers indexed

arxivcs.CV2026-07-11

EMBRACE: A Multi-task Framework for Comprehensive Quality Assessment in Cleavage-stage Embryo

Anwar Hussain Sofi, Jung-Hua Wang, Ming-Jer Chen, Tsung-Hsien Lee, Yu-Chiao Yi, Ming-Kuan Lin, et al.

Cleavage-stage embryo assessment in in vitro fertilization requires the integrated interpretation of cytoplasmic fragmentation, developmental stage, and blastomere symmetry. However, conventional visual assessment is affected by observer variability, particularly when fragmented…

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arxivcs.LG2026-07-06

RL-Ballast: Ship Ballast Water Path Planning and Clog Prediction via Reinforcement Learning

Ming-Kuan Lin, Yi-Chung Lai, Ming-Hsin Chiang, Tsung-Wei Pan, Jung-Hua Wang

Under the Shipping 4.0 paradigm, autonomous and reduced-crew vessels require intelligent internal systems to maintain operational safety and structural stability. Ballast-water control is essential for ship trim and integrity, but conventional rule-based or manual approaches have…

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