Unraveling the deep learning gearbox in optical coherence tomography image segmentation towards explainable artificial intelligence - Maloca, Peter M.; Müller, Philipp L.; Lee, Aaron Y.; Tufail, Adnan; Balaskas, Konstantinos; Niklaus, Stephanie; Kaiser, Pascal; Suter, Susanne; Zarranz-Ventura, Javier; Egan, Catherine; Scholl, Hendrik P. N.; Schnitzer, Tobias K.; et al. (Communications biology, 2021)
Keywords: 692/308; 692/4017; Adult; Algorithms; Animals; Artificial Intelligence; Biology; Biomedical and Life Sciences; Clinical Competence; Deep Learning; Female; Humans; Image Interpretation, Computer-Assisted - methods; Image Interpretation, Computer-Assisted - standards; Image Interpretation, Computer-Assisted - statistics & numerical data; Image processing; Learning algorithms; Life Sciences; Macaca fascicularis; Machine Learning; Male; Middle Aged; Multimodal Imaging - methods; Multimodal Imaging - trends; Neural networks; Neural Networks, Computer; Observer Variation; Reproducibility of Results; Retina - diagnostic imaging; Retina - pathology; Retinal Diseases - diagnosis; Retinal Diseases - epidemiology; Retrospective Studies; Segmentation; Tomography; Tomography, Optical Coherence - methods; Tomography, Optical Coherence - statistics & numerical data