Semantic segmentation of reflectance confocal microscopy mosaics of pigmented lesions using weak labels

Abstract Reflectance confocal microscopy (RCM) is a non-invasive imaging tool that reduces the need for invasive histopathology for skin cancer diagnoses by providing high-resolution mosaics showing the architectural patterns of skin, which are used to identify malignancies in-vivo. RCM mosaics are...

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Bibliographic Details
Main Authors: Marissa D’Alonzo, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Milind Rajadhyaksha, Kivanc Kose, Jennifer G. Dy
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/57ace70346f641dd9734c941091b7c3a
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