Unraveling the deep learning gearbox in optical coherence tomography image segmentation towards explainable artificial intelligence

Machine learning has greatly facilitated the analysis of medical data, while the internal operations usually remain intransparent. To better comprehend these opaque procedures, a convolutional neural network for optical coherence tomography image segmentation was enhanced with a Traceable Relevance...

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Xehetasun bibliografikoak
Argitaratua izan da:Commun Biol
Egile Nagusiak: 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., Singer, Thomas, Hasler, Pascal W., Denk, Nora
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2021
Gaiak:
Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7864998/
https://ncbi.nlm.nih.gov/pubmed/33547415
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s42003-021-01697-y
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