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Segmentation and Classification of Cervical Cells Using Deep Learning PDF

17 Pages·2022·English
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by ['anindya']| 2022| 17 pages| English

About Segmentation and Classification of Cervical Cells Using Deep Learning

This document summarizes a research paper that proposes a two-stage approach for segmenting and classifying cervical cells using deep learning methods. In the first stage, Mask R-CNN is used to segment whole cervical cells with high precision, recall, and ZSI. In the second stage, segmented cells are classified using a VGG-like network, achieving over 95% accuracy for binary and multi-class classification problems. The proposed approach outperforms previous methods for cervical cell segmentation and classification.

Detailed Information

Author:['anindya']
Publication Year:2022
Pages:17
Language:English
Format:PDF
Price:FREE
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