An Evaluative Investigation of Deep Learning Models by Utilizing Transfer Learning and Fine-Tuning for Cervical Cancer Screening of Whole Slide Pap-Smear Images-Reference-Cited by-同舟云学术

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An Evaluative Investigation of Deep Learning Models by Utilizing Transfer Learning and Fine-Tuning for Cervical Cancer Screening of Whole Slide Pap-Smear Images

Published:2023-10-27 Issue: Volume: Page:1-5
ISSN:
Container-title:2023 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances (CERA)
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Author:

Chauhan Nitin Kumar¹,Singh Krishna²,Namdeo Shravan³,Muley Ankit³

Affiliation:

1. GGS Indraprastha University,USICT,Department of ECE,Delhi,India,110078

2. DSEU Okhla Campus-I Formerly G. B. Pant Engineering College,Department of ECE,New Delhi,India,110020

3. Indore Institute of Science and Technology,Department of ECE,Indore,India,453331

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10455095/10455100/10455623.pdf?arnumber=10455623

Reference19 articles.

1. Estimates of incidence and mortality of cervical cancer in 2018: a worldwide analysis

2. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

3. A Review on Conventional Machine Learning vs Deep Learning

4. Deep Learning in Cervical Cancer Diagnosis: Architecture, Opportunities, and Open Research Challenges

5. Cervical cancer classification using convolutional neural networks and extreme learning machines

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