Nivanthika K. Wimalasena

DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

James P. Bohnslav, Nivanthika K. Wimalasena, Kelsey J. Clausing et al. · eLife · 2021 · 202 citations · Full text

Automated preclinical detection of mechanical pain hypersensitivity and analgesia

Zihe Zhang, David P. Roberson, Masakazu Kotoda et al. · Pain · 2022 · 54 citations · Full text

Dissecting the precise nature of itch-evoked scratching

Nivanthika K. Wimalasena, George Milner, Ricardo Silva et al. · Neuron · 2021 · 39 citations · Full text

DeepEthogram: a machine learning pipeline for supervised behavior classification from raw pixels

James P. Bohnslav, Nivanthika K. Wimalasena, Kelsey J. Clausing et al. · 2020 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Two independent mouse lines carrying the Nav1.7 I228M gain-of-function variant display dorsal root ganglion neuron hyperexcitability but a minimal pain phenotype

Lubin Chen, Nivanthika K. Wimalasena, Jaehoon Shim et al. · Pain · 2020 · 17 citations · Full text