Automatic segmentation and classification of Papanicolaou-stained cells and dataset for oral cancer detection

Open Webpage

Maikel Maciel Rönnau, Tatiana W. Lepper, Igor C. Guedes, Ana L. F. Espinosa, Pantelis V. Rados, Manuel M. Oliveira

Published: 01 Jan 2024, Last Modified: 06 Nov 2025Comput. Biol. Medicine 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•CNN model for segmenting and classifying oral cells in Pap-stained images.•Dataset of 1,563 Pap-stained images from 52 patients, annotated by specialists.•First automatic solution for both cell and cell cluster classification in Pap-stained images.