2 papers
cs.CV2026
EMBRACE: A Multi-task Framework for Comprehensive Quality Assessment in Cleavage-stage Embryo
Anwar Hussain Sofi, Jung-Hua Wang, Ming-Jer Chen +4
Cleavage-stage embryo assessment in in vitro fertilization requires the integrated interpretation of cytoplasmic fragmentation, developmental stage, and blastomere symmetry. Howeve…
eess.IV2025
Beyond Data Scarcity Optimizing R3GAN for Medical Image Generation from Small Datasets
Tsung-Wei Pan, Chang-Hong Wu, Jung-Hua Wang +3
Medical image datasets frequently exhibit significant class imbalance, a challenge that is further amplified by the inherently limited sample sizes that characterize clinical imagi…