Software

MARS-Net: Deep learning-based segmentation pipeline for profiling cellular morphodynamics from multiple types of live cell microscopy

DeepHACKS: Deep phenotyping of subcellular dynamics using deep learning

 

DeepHACKS

HACKS: Deconvolution of subcellular protrusion heterogeneity  from live cell imaging

hacks

HoloNet: Deep learning-based phenotyping using hologram biomarkers

holonet

HoloDiagnosis: Deep transfer learning-based hologram classification for molecular diagnostics

holo

HETEROID: A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation

heteroid