The development of “automated visual evaluation” for cervical cancer screening: The promise and challenges in adapting deep‐learning for clinical testing

Treatment approaches for women with positive cervical screening results in low-and middle-income countries

(2021) Nicolas Wentzensen et al.   PREVENTIVE MEDICINE

A proposed new generation of evidence-based microsimulation models to inform global control of cervical cancer

(2021) Nicole G. Campos et al.   PREVENTIVE MEDICINE

Using deep learning for dermatologist-level detection of suspicious pigmented skin lesions from wide-field images

(2021) Luis R. Soenksen et al.   Science Translational Medicine

Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images

(2021) Peng Guo et al.   Journal of Clinical Medicine

Deep learning for diabetic retinopathy detection and classification based on fundus images: A review

(2021) Nikos Tsiknakis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Evaluation of durability of a single-dose of the bivalent HPV vaccine: the CVT Trial

(2020) Aimée R Kreimer et al.   JNCI-Journal of the National Cancer Institute

Association of HPV35 with cervical carcinogenesis among women of African ancestry: Evidence of viral‐host interaction with implications for disease intervention

(2020) Maisa Pinheiro et al.   INTERNATIONAL JOURNAL OF CANCER

A demonstration of automated visual evaluation of cervical images taken with a smartphone camera

(2020) Zhiyun Xue et al.   INTERNATIONAL JOURNAL OF CANCER

A pooled analysis to compare the clinical characteristics of human papillomavirus-positive and -negative cervical precancers

(2020) Philip E. Castle et al.   Cancer Prevention Research

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

Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density

(2020) Ken Chang et al.   Journal of the American College of Radiology

Evaluation of an isothermal amplification HPV detection assay for primary cervical cancer screening

(2020) Wei Zhang et al.   Infectious Agents and Cancer

Design and feasibility of a novel program of cervical screening in Nigeria: self-sampled HPV testing paired with visual triage

(2020) Kanan T. Desai et al.   Infectious Agents and Cancer

A rapid, high-volume cervical screening project using self-sampling and isothermal PCR HPV testing

(2020) Andrew Goldstein et al.   Infectious Agents and Cancer

Designing low-cost, accurate cervical screening strategies that take into account COVID-19: a role for self-sampled HPV typing

(2020) Kayode Olusegun Ajenifuja et al.   Infectious Agents and Cancer

Factors Correlated with the Accuracy of Colposcopy-Directed Biopsy: A Systematic Review and Meta-Analysis

(2020) Hongyan Ren et al.   JOURNAL OF INVESTIGATIVE SURGERY

Estimates of the global burden of cervical cancer associated with HIV

(2020) Dominik Stelzle et al.   Lancet Global Health

Deep learning in ophthalmology: The technical and clinical considerations

(2019) Daniel S.W. Ting et al.   PROGRESS IN RETINAL AND EYE RESEARCH

Making Machine Learning Models Clinically Useful

(2019) Nigam H. Shah et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Evaluating Machine Learning Articles

(2019) Finale Doshi-Velez et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

How to Read Articles That Use Machine Learning

(2019) Yun Liu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge

(2019) Prasanna Porwal et al.   MEDICAL IMAGE ANALYSIS

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

(2019) Marc Arbyn et al.   Lancet Global Health

Automated Cervical Screening and Triage, Based on HPV Testing and Computer-Interpreted Cytology

(2018) Kai Yu et al.   JNCI-Journal of the National Cancer Institute

Deep learning for segmentation of brain tumors: Impact of cross-institutional training and testing

(2018) Ehab A. AlBadawy et al.   MEDICAL PHYSICS

Evidence of synergistic relationships between HIV and Human Papillomavirus (HPV): systematic reviews and meta-analyses of longitudinal studies of HPV acquisition and clearance by HIV status, and of HIV acquisition by HPV status

(2018) Katharine J Looker et al.   Journal of the International AIDS Society

Automated Cervical Screening and Triage, Based on HPV Testing and Computer-Interpreted Cytology

(2018) Kai Yu et al.   JNCI-Journal of the National Cancer Institute

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening

(2018) Liming Hu et al.   JNCI-Journal of the National Cancer Institute

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Detecting cervical precancer and reaching underscreened women by using HPV testing on self samples: updated meta-analyses

(2018) Marc Arbyn et al.   BMJ-British Medical Journal

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Artificial intelligence in healthcare

(2018) Kun-Hsing Yu et al.   Nature Biomedical Engineering

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs

(2018) Jared A. Dunnmon et al.   RADIOLOGY

Deep Learning: A Primer for Radiologists

(2017) Gabriel Chartrand et al.   RADIOGRAPHICS

Triage of HPV positive women in cervical cancer screening

(2016) Nicolas Wentzensen et al.   JOURNAL OF CLINICAL VIROLOGY

A Suggested Approach to Simplify and Improve Cervical Screening in the United States

(2016) Mark Schiffman et al.   Journal of Lower Genital Tract Disease

Carcinogenic human papillomavirus infection

(2016) Mark Schiffman et al.   Nature Reviews Disease Primers

Multiple Biopsies and Detection of Cervical Cancer Precursors at Colposcopy

(2015) Nicolas Wentzensen et al.   JOURNAL OF CLINICAL ONCOLOGY

The low risk of precancer after a screening result of human papillomavirus-negative/atypical squamous cells of undetermined significance papanicolaou and implications for clinical management

(2014) Julia C. Gage et al.   CANCER CYTOPATHOLOGY

Reassurance Against Future Risk of Precancer and Cancer Conferred by a Negative Human Papillomavirus Test

(2014) J. C. Gage et al.   JNCI-Journal of the National Cancer Institute

A Population-Based Study of Visual Inspection With Acetic Acid (VIA) for Cervical Screening in Rural Nigeria

(2013) Kayode Olusegun Ajenifuja et al.   INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER

Five-Year Risks of CIN 3+ and Cervical Cancer Among Women With HPV Testing of ASC-US Pap Results

(2013) Hormuzd A. Katki et al.   Journal of Lower Genital Tract Disease

Human papillomavirus types in 115,789 HPV-positive women: A meta-analysis from cervical infection to cancer

(2012) Peng Guan et al.   INTERNATIONAL JOURNAL OF CANCER

Don’t Forget HPV-45 in Cervical Cancer ScreeningThe Authors’ Reply

(2011) Wiebren A.A. Tjalma et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

The Need for Forward-Looking Decision Analyses to Guide Cervical Cancer Prevention

(2011) M. Schiffman   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Human Papillomavirus Genotypes in Cervical Intraepithelial Neoplasia Grade 3

(2010) P. E. Castle et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Treatability by Cryotherapy in a Screen-and-Treat Strategy

(2009) Julia C. Gage et al.   Journal of Lower Genital Tract Disease