Radiomics Diagnostic Tool Based on Deep Learning for Colposcopy Image Classification

Radiomics Diagnostic Tool Based on Deep Learning for Colposcopy Image Classification

Background: Colposcopy imaging is widely used to diagnose, treat and follow-up on premalignant and malignant lesions in the vulva, vagina, and cervix. Thus, deep learning algorithms are being used widely in cervical cancer diagnosis tools. In this study, we developed and preliminarily validated a mo...

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Bibliographic Details
Main Authors: Yuliana Jiménez Gaona, Darwin Castillo Malla, Bernardo Vega Crespo, María José Vicuña, Vivian Alejandra Neira, Santiago Dávila, Veronique Verhoeven
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Diagnostics
Subjects:
cervical coloscopy
deep learning
Unet
lesion classification
Online Access:https://www.mdpi.com/2075-4418/12/7/1694

Internet

https://www.mdpi.com/2075-4418/12/7/1694

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