Combining machine learning and deep learning approaches to detect cervical cancer in cytology images

Cervical cancer is the fourth most common cancer in women. When diagnosed early on, it is one of the most successfully treatable types of cancer. As such, screening tests are very effective as a prevention measure. These tests involve the analysis of microscopic fields of cytology samples which, whe...

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Bibliographic Details
Main Author: Eduardo Luís Pinheiro da Silva (author)
Format: masterThesis
Language:eng
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/10216/135484
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/135484