Pap Smear Images Classification Using Machine Learning: A Literature Matrix (original) (raw)

A review of image analysis and machine learning techniques for automated cervical cancer screening from pap-smear images

William Wasswa

Computer methods and programs in biomedicine, 2018

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Novel benchmark database of digitized and calibrated cervical cells for artificial intelligence based screening of cervical cancer

Jyotsna Suri

Journal of Ambient Intelligence and Humanized Computing, 2016

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Cervical Cancer Screening: Artificial Intelligence Algorithm For Automatic Diagnostic Support

mirugwe alex, Clare Ashaba

Translational Medicine, 2023

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Pap Smear Images Classification for Early Detection of Cervical Cancer

abuyu gamba

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Diagnosis of Cervical Cancer and Pre-Cancerous Lesions by Artificial Intelligence: A Systematic Review

Antonio Simone Laganà

Diagnostics (Basel), 2022

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Computer-Assisted Screening for Cervical Cancer Using Digital Image Processing of Pap Smear Images

Thet Aung

Applied Sciences

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Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting

Martin Muthoka, Oscar Holmström

JAMA Network Open, 2021

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Machine Learning Assisted Cervical Cancer Detection

Mavra Mehmood

Frontiers in Public Health, 2021

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The future of cervical cancer detection: A comprehensive analysis of artificial intelligence technologies

Srikar P Chilla

Oncology and Radiotherapy, 2024

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Sipakmed: A New Dataset for Feature and Image Based Classification of Normal and Pathological Cervical Cells in Pap Smear Images

Antonia Charchanti, Marina E. Plissiti

2018 25th IEEE International Conference on Image Processing (ICIP)

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Intelligent Machine Learning Based Computer Aided Diagnosis Model for Cervical Cancer Detection and Classification

Balamurugan S. P.

2021

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Point-of-care digital cytology with artificial intelligence for cervical cancer screening at a peripheral clinic in Kenya

Martin Muthoka

2020

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A pap-smear analysis tool (PAT) for detection of cervical cancer from pap-smear images

Annabella Ejiri

BioMedical Engineering OnLine

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Pap screening for cervical carcinoma – evolving trends

R. Thiripurasundari

2021

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Predicting Cervical Cancer Cases Resulting in Biopsies Using Machine Learning Techniques

International Journal of Scientific Research in Computer Science, Engineering and Information Technology IJSRCSEIT

International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2021

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Comparison of Deep Learning and Traditional Machine Learning Techniques for Classification of Pap Smear Images

sena kocaman

arXiv: Image and Video Processing, 2020

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A comparative analysis of cervical cancer diagnosis using machine learning techniques

Abdijalil Abdullahi

Indonesian journal of electrical engineering and computer science, 2024

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Automated invasive cervical cancer disease detection at early stage through suitable machine learning model

Linta Islam

SN Applied Sciences

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Screening for Cervical Cancer Using Automated Analysis of PAP-Smears

Ewert Bengtsson

Computational and Mathematical Methods in Medicine, 2014

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Artificial Intelligence for Cervical Cancer Analysis

WARSE The World Academy of Research in Science and Engineering

International Journal of Advanced Trends in Computer Science and Engineering , 2021

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Cervical Cancer Screening: Arti cial Intelligence Algorithm For Automatic Diagnostic Support

Clare Ashaba, mirugwe alex

Research Square, 2023

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An Artificial Intelligence Enabled Multimedia Tool for Rapid Screening of Cervical Cancer

Kumar Shrivastav, Priya Ranjan

2020

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Cervical Cancer Classification Using Combined Machine Learning and Deep Learning Approach

Isam Abu-Qasmieh

Computers, Materials & Continua

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Prediction and Detection of Cervical Malignancy Using Machine Learning Models

seeta devi

Asian Pacific Journal of Cancer Prevention

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Assessing generalizability of an AI-based visual test for cervical cancer screening

Carolina teran

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Improved Classification Accuracy for Identification of Cervical Cancer

International Journal of Scientific Research in Computer Science, Engineering and Information Technology IJSRCSEIT

International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2021

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