Train torchvision's MaskRCNN model using the ConvNeXt architecture as the backbone network.
Serial Imaging of the Tumor and microEnvironment
Data, simulations, and GIFs modeling keratocyte galvanotaxis on flat substrates; companion code for ‘Coupling cell shape and velocity leads to oscillation and circling in keratocyte galvanotaxis"
Data and code modeling cell signal processing using maximum-likelihood estimators, information theory, and stochastic differential equation simulations for "Cell shape and orientation control galvanotactic accuracy"
Data and code modeling cell signal processing using maximum-likelihood estimators, information theory, and stochastic differential equation simulations for "Physical limits of galvanotaxis"
Segmentation models with pretrained backbones. PyTorch. for Google Colab cell motility segmentation example.
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