Automated identification of ataxia and convulsions in hyperexcitable Shudderer mutants of the Drosophila sodium channel gene paralytic
Victoria Hand, Atulya Srisudarshan Ram Iyengar
The paper develops a machine-learning classifier to automate detection of ataxia and convulsions in Drosophila Shu mutants, showing reliable classification of walking and immobilization with moderate sensitivity for uncoordinated movement.
bioRxiv · Oct 22, 2025 · PreprintGenetics