Am J Pathol 2021 Jun 12. Epub 2021 Jun 12.
Department of Radiology and Committee on Medical Physics, University of Chicago, Chicago, IL, USA, 60637. Electronic address:
With applications in object detection, image feature extraction, image classification, and image segmentation, artificial intelligence is enabling high-throughput analysis of image data in a variety of biomedical imaging disciplines, ranging from radiology and pathology to cancer biology and immunology. Specifically, a growth in research surrounding deep learning has led to widespread application of computer vision techniques to analyze and mine data from biomedical images. The availability of open-source software packages and the development of novel, trainable deep neural network architectures has led to an increase in accuracy of cell detection and segmentation algorithms. Read More