Binary tree-like network with two-path fusion attention feature for cervical cell nucleus segmentation

J Zhang, Z Liu, B Du, J He, G Li, D Chen - Computers in biology and …, 2019 - Elsevier
Early detection of cervical lesion is of great significance in reducing mortality from cervical
cancer, and segmentation of cervical cell nuclei plays an important role in screening for …

Cervical cell's nucleus segmentation through an improved UNet architecture

A Rasheed, SH Shirazi, AI Umar, M Shahzad… - Plos one, 2023 - journals.plos.org
Precise segmentation of the nucleus is vital for computer-aided diagnosis (CAD) in cervical
cytology. Automated delineation of the cervical nucleus has notorious challenges due to …

[PDF][PDF] COMPUTER AIDED DIAGNOSIS FOR DETECTION AND STAGE IDENTIFICATION OF CERVICAL CANCER BY USING PAP SMEAR SCREENING TEST …

S Athinarayanan, MV Srinath… - ICTACT Journal on Image …, 2016 - ictactjournals.in
The majority of the women of the world were affected by the disease of cervical cancer. As a
result of this disease, their death rate was increase as hasty level. Hence so many number of …

Patch-to-Sample Reasoning for Cervical Cancer Screening of Whole Slide Image

M Cao, M Fei, H Xiong, X Zhang, X Fan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Deep learning has been instrumental in improving the accuracy of cervical cancer screening
using whole-slide images (WSIs) in recent years. Due to the complexity of the computer …