Multiscale learning and topological analysis across complex postures enable robust nematode size quantification in pharmacological assays
Zihao Li, Amanda O. Shaver, Michael E.G. Sauria, Jack Weinstein, Maya K. Mastronardo, Nikita S. Jhaveri, Kate Stone, Rachel Choo, Colin Lilley, Esha Sharma, Rohan Shrishrimal, Grayson Benson, Ariel Shi, Cecilia Soko, Erik C. Andersen
NemaSize is an AI pipeline that accurately measures nematode body size across complex postures, outperforming CellProfiler in curved and overlapping animals.
bioRxiv · Jul 17, 2026 · PreprintPharmacology & Toxicology