Sarah J Peterson, Gregory T Smith
Association between elementary school personality and high school smoking and drinking
Addiction (Abingdon, England)
develop data harmonization approach c elegans volumetric microscopy data still video consisting standardized format data preprocessing techniques set humanintheloop machine learning based analysis software tools unify diverse collection 118 wholebrain neural activity imaging datasets 5 labs storing accompanying tools online repository called wormid wormidorg use repository generate statistical atlas first time enables accurate automated cellular identification generalizes across labs approaching human performance cases mine repository identify factors influence developmental positioning neurons facilitate communal use repository created opensource software code webbased tools tutorials explore curate datasets contribution scientific community repository provides growing resource experimentalists theorists toolmakers investigate neuroanatomical organization neural activity across diverse experimental paradigms develop benchmark algorithms automated neuron detection segmentation cell identification tracking activity extraction inform models neurobiological development function