EcologybioRxivPreprint
Deep learning-based counting and body-area measurement enable sensitive population-level endpoints in the Collembola reproduction test
Hyun-Gi Min, Lee-Hyeon Jeon, Jeongwon Choi…·Yun‐Sik Lee
This paper develops an automated system using deep learning to count and measure body area in springtails, providing sensitive population-level endpoints for ecotoxicological assessments.
DOI 10.64898/2026.10.19.760133