Analysis of Cytology Pap Smear Images Based on Ensemble Deep Learning Approach.

ABSTRACT: The fourth most prevalent cancer in women is cervical cancer, and early detection is crucial for effective treatment and prognostic prediction. Conventional cervical cancer screening and classifying methods are less reliable and accurate as they heavily rely on the expertise of a pathologist. As such, colposcopy is an essential part of preventing cervical cancer. Computer-assisted diagnosis is essential for expanding cervical cancer screening because visual screening results in misdiagnosis and low diagnostic effectiveness due to doctors' increased workloads. Classifying a single cervical cell will overwhelm the physicians, in addition to the existence of overlap between cervical cells, which needs efficient algorithms to separate each cell individually. Focusing on the whole image is the

SUBMITTER: Alsalatie M 

PROVIDER: S-EPMC9689383 | biostudies-literature | 2022 Nov

REPOSITORIES: biostudies-literature