Recent developments in cervical cancer diagnosis using deep learning on whole slide images: An Overview of models, techniques, challenges and future directions

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

(2023) Nina Youneszade et al.   IEEE Access

A CAD system for automatic dysplasia grading on H&E cervical whole-slide images

(2023) Sara P. Oliveira et al.   Scientific Reports

A fuzzy distance-based ensemble of deep models for cervical cancer detection

(2022) Rishav Pramanik et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Mechanistic role of HPV-associated early proteins in cervical cancer: Molecular pathways and targeted therapeutic strategies

(2022) Rahul Bhattacharjee et al.   CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY

Predictions of cervical cancer identification by photonic method combined with machine learning

(2022) Michał Kruczkowski et al.   Scientific Reports

Deep Learning-Based Classification of Uterine Cervical and Endometrial Cancer Subtypes from Whole-Slide Histopathology Images

(2022) JaeYen Song et al.   Diagnostics

Deep learning in CT image segmentation of cervical cancer: a systematic review and meta-analysis

(2022) Chongze Yang et al.   Radiation Oncology

Analysis of Cytology Pap Smear Images Based on Ensemble Deep Learning Approach

(2022) Mohammed Alsalatie et al.   Diagnostics

Automatic Whole Slide Pathology Image Diagnosis Framework via Unit Stochastic Selection and Attention Fusion

(2021) Pingjun Chen et al.   NEUROCOMPUTING

Imaging based cervical cancer diagnostics using small object detection - generative adversarial networks

(2021) R Elakkiya et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images

(2021) Guangzhou An et al.   Scientific Reports

Cervical cancer detection in pap smear whole slide images using convNet with transfer learning and progressive resizing

(2021) Anant R. Bhatt et al.   PeerJ Computer Science

CytoBrain: Cervical Cancer Screening System Based on Deep Learning Technology

(2021) Hua Chen et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques

(2021) Md Mamunur Rahaman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Cervical Cancer Metastasis and Recurrence Risk Prediction Based on Deep Convolutional Neural Network

(2021) Zixuan Ye et al.   Current Bioinformatics

PRISMA 2020

(2021) Peter Tugwell et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

(2021) Ankur Manna et al.   Scientific Reports

Squamous intraepithelial lesions (SIL: LSIL, HSIL, ASCUS, ASC-H, LSIL-H) of Uterine Cervix and Bethesda System

(2021) Ahmed Alrajjal et al.   CytoJournal

Robust whole slide image analysis for cervical cancer screening using deep learning

(2021) Shenghua Cheng et al.   Nature Communications

A review for cervical histopathology image analysis using machine vision approaches

(2020) Chen Li et al.   ARTIFICIAL INTELLIGENCE REVIEW

Accuracy and Efficiency of Deep-Learning–Based Automation of Dual Stain Cytology in Cervical Cancer Screening

(2020) Nicolas Wentzensen et al.   JNCI-Journal of the National Cancer Institute

Weakly-supervised learning for lung carcinoma classification using deep learning

(2020) Fahdi Kanavati et al.   Scientific Reports

DCAVN: Cervical cancer prediction and classification using deep convolutional and variational autoencoder network

(2020) Aditya Khamparia et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Detection of cervical cancer cells based on strong feature CNN-SVM network

(2020) A. Dongyao Jia et al.   NEUROCOMPUTING

Cervical cancer

(2019) Paul A Cohen et al.   LANCET

Digital pathology and artificial intelligence

(2019) Muhammad Khalid Khan Niazi et al.   LANCET ONCOLOGY

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Correlation of human papillomavirus 16 and 18 with cervical cancer and their diagnosis methods in Iranian women: A systematic review and meta-analysis

(2019) Mona Fani et al.   CURRENT PROBLEMS IN CANCER

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

(2019) Marc Arbyn et al.   Lancet Global Health

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

(2018) Wasswa William et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automated screening of Papanicolaou tests: A review of the literature

(2018) Michael J. Thrall   DIAGNOSTIC CYTOPATHOLOGY

Artificial intelligence in medicine

(2017) Pavel Hamet et al.   METABOLISM-CLINICAL AND EXPERIMENTAL

A brief introduction to weakly supervised learning

(2017) Zhi-Hua Zhou   National Science Review

CP-CHARM: segmentation-free image classification made accessible

(2016) Virginie Uhlmann et al.   BMC BIOINFORMATICS

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2016) Abid Sarwar et al.   Journal of Ambient Intelligence and Humanized Computing

Applications and challenges of digital pathology and whole slide imaging

(2015) C Higgins   BIOTECHNIC & HISTOCHEMISTRY

Whole-Slide Imaging and Automated Image Analysis

(2013) J. D. Webster et al.   VETERINARY PATHOLOGY

Systematic literature reviews in software engineering – A tertiary study

(2010) Barbara Kitchenham et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Automatic Classification for Pathological Prostate Images Based on Fractal Analysis

(2009) Po-Whei Huang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING