| Autor: |
Bríd Brosnan, Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov |
| Rok vydání: |
2023 |
| Zdroj: |
Caring is Sharing – Exploiting the Value in Data for Health and Innovation ISBN: 9781643683881 |
| DOI: |
10.3233/shti230220 |
| Popis: |
The study proposes an integrated approach to automated cervical intraepithelial neoplasia (CIN) diagnosis in epithelial patches extracted from digital histology images. The model ensemble, combined CNN classifier, and highest-performing fusion approach achieved an accuracy of 94.57%. This result demonstrates significant improvement over the state-of-the-art classifiers for cervical cancer histopathology images and promises further improvement in the automated diagnosis of CIN. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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