Chaohui Liu

Advancing Paired Image-Mask Synthesis for Automated Nanoparticle Phenotyping

Paired image-mask synthesis is essential for automating nanoparticle phenotyping in drug research, as it creates large-scale annotated image datasets for effective learning. However, challenges of complex spatial and morphological variations, such as dense, sparse, and overlapping structures, hinder…