Song‐Quan Ong

flatbug, a YOLOv8 instance-segmentation model with multi-scale tile-pyramid inference and polygon-based deduplication, segments terrestrial arthropods across 23 image subdatasets and transfers to held-out subdatasets with a modest F1 penalty.

This study identifies amino acids that differentiate deltamethrin-resistant from susceptible Aedes albopictus mosquitoes using GC-MS and logistic regression.