Cervical cell's nucleus segmentation through an improved UNet architecture.

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 clumped cells, color variation, noise, and fuzzy boundaries. Due to its standout performance in medical image analysis,...

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Bibliographic Details

Published in:	PLoS ONE
Main Authors:	Assad Rasheed, Syed Hamad Shirazi, Arif Iqbal Umar, Muhammad Shahzad, Waqas Yousaf, Zakir Khan
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2023-01-01
Online Access:	https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0283568&type=printable