DeLTA 2.0: A deep learning pipeline for quantifying single-cell spatial and temporal dynamics - O’Connor, Owen M.; Alnahhas, Razan N.; Lugagne, Jean-Baptiste; Dunlop, Mary J. (PLoS computational biology, 2022)
Keywords: Algorithms; Antibiotic resistance; Antibiotics; Artificial neural networks; Automation; Bacteria; Bacteria - cytology; Biology and Life Sciences; Cell cycle; Cell division; Computational Biology; Computer and Information Sciences; Datasets; Deep Learning; E coli; Engineering and Technology; Gene expression; Growth rate; Image acquisition; Image processing; Image Processing, Computer-Assisted; Image segmentation; Information processing; Machine learning; Medicine and Health Sciences; Methods; Microfluidic devices; Microfluidics; Microscopy; Neural networks; Research and Analysis Methods; Run time (computers); Single-Cell Analysis - methods; Software; Time-Lapse Imaging - methods; Tracking; Workflow; United States