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

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

Published: 01 Sept 2024, Last Modified: 06 Nov 2025Computers in Biology and MedicineEveryoneRevisionsCC 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.