Smart neural network and cognitive computing process for multi task nuclei detection segmentation and classification in breast cancer histopathology images

Abstract The detection, segmentation, and differentiation of benign and malignant nuclei from the histopathology images is a challenging task for the early diagnosis of breast cancer. Misinterpretation of True Negative (TN) and False Positive (FP) can generate incorrect results. The proposed Cogniti...

Full description

Saved in:
Bibliographic Details
Main Authors: M. Suriya Begum, S. Kalaivani
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-02575-x
Tags: Add Tag
No Tags, Be the first to tag this record!