With recent advances in high-throughput, automated microscopy, there has been an
increased demand for effective computational strategies to analyze large-scale, image …

Technological advances in high-throughput microscopy have facilitated the acquisition of
cell images at a rapid pace, and data pipelines can now extract and process thousands of …

Phenotypic image analysis is the task of recognizing variations in cell properties using
microscopic image data. These variations, produced through a complex web of interactions …

Image-based cell profiling is a high-throughput strategy for the quantification of phenotypic
differences among a variety of cell populations. It paves the way to studying biological …

Recent advances in microscope automation provide new opportunities for high-throughput
cell biology, such as image-based screening. High-complex image analysis tasks often …

Recent advances in ultra-high-throughput microscopy have enabled a new generation of
cell classification methodologies using image-based cell phenotypes alone. In contrast to …

Background The genomic revolution has led to rapid growth in sequencing of genes and
proteins, and attention is now turning to the function of the encoded proteins. In this respect …

Light microscopic analysis of cell morphology provides a high-content readout of cell
function and protein localization. Cell arrays and microwell transfection assays on cultured …

Many biological pathways were first uncovered by identifying mutants with visible
phenotypes and by scoring every sample in a screen via tedious and subjective visual …

With applications in object detection, image feature extraction, image classification, and
image segmentation, artificial intelligence is facilitating high-throughput analysis of image …