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Generation of Augmented Capillary Network Optical Coherence Tomography Image Data of Human Skin for Deep Learning and Capillary Segmentation

The segmentation of capillaries in human skin in full-field optical coherence tomography (FF-OCT) images plays a vital role in clinical applications. Recent advances in deep learning techniques have demonstrated a state-of-the-art level of accuracy for the task of automatic medical image segmentatio...

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Detalles Bibliográficos
Autores principales: Mekonnen, Bitewulign Kassa, Hsieh, Tung-Han, Tsai, Dian-Fu, Liaw, Shien-Kuei, Yang, Fu-Liang, Huang, Sheng-Lung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068996/
https://www.ncbi.nlm.nih.gov/pubmed/33920273
http://dx.doi.org/10.3390/diagnostics11040685