Artificial intelligence–based image analysis in clinical testing: lessons from cervical cancer screening

D Egemen, RB Perkins, LC Cheung… - JNCI: Journal of the …, 2024 - academic.oup.com
Novel screening and diagnostic tests based on artificial intelligence (AI) image recognition
algorithms are proliferating. Some initial reports claim outstanding accuracy followed by …

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

Z Xue, AP Novetsky, MH Einstein… - … Journal of Cancer, 2020 - Wiley Online Library
We examined whether automated visual evaluation (AVE), a deep learning computer
application for cervical cancer screening, can be used on cervix images taken by a …

Artificial intelligence-based cervical cancer screening on images taken during visual inspection with acetic acid: A systematic review

R Vinals, M Jonnalagedda, P Petignat, JP Thiran… - Diagnostics, 2023 - mdpi.com
Visual inspection with acetic acid (VIA) is one of the methods recommended by the World
Health Organization for cervical cancer screening. VIA is simple and low-cost; it, however …

Artificial intelligence for cervical cancer screening: Scoping review, 2009–2022

HD Vargas‐Cardona… - … of Gynecology & …, 2024 - Wiley Online Library
Background The intersection of artificial intelligence (AI) with cancer research is increasing,
and many of the advances have focused on the analysis of cancer images. Objectives To …

Use of artificial intelligence for image analysis in breast cancer screening programmes: systematic review of test accuracy

K Freeman, J Geppert, C Stinton, D Todkill, S Johnson… - bmj, 2021 - bmj.com
Objective To examine the accuracy of artificial intelligence (AI) for the detection of breast
cancer in mammography screening practice. Design Systematic review of test accuracy …

Artificial Intelligence (AI) for Screening Mammography, From the AJR Special Series on AI Applications

LR Lamb, CD Lehman, A Gastounioti… - American Journal of …, 2022 - Am Roentgen Ray Soc
Please see the Editorial Comment by Sadia Khanani discussing this article. Artificial
intelligence (AI) applications for screening mammography are being marketed for clinical …

Beyond the Microscope: A Technological Overture for Cervical Cancer Detection

YM Lee, B Lee, NH Cho, JH Park - Diagnostics, 2023 - mdpi.com
Cervical cancer is a common and preventable disease that poses a significant threat to
women's health and well-being. It is the fourth most prevalent cancer among women …

Diagnosis of cervical cancer and pre-cancerous lesions by artificial intelligence: a systematic review

L Allahqoli, AS Laganà, A Mazidimoradi, H Salehiniya… - Diagnostics, 2022 - mdpi.com
Objective: The likelihood of timely treatment for cervical cancer increases with timely
detection of abnormal cervical cells. Automated methods of detecting abnormal cervical cells …

Artificial intelligence in cervical cancer screening and diagnosis

X Hou, G Shen, L Zhou, Y Li, T Wang, X Ma - Frontiers in oncology, 2022 - frontiersin.org
Cervical cancer remains a leading cause of cancer death in women, seriously threatening
their physical and mental health. It is an easily preventable cancer with early screening and …

Significant reduction in the rate of false-negative cervical smears with neural network-based technology (PAPNET Testing System)

LG Koss, ME Sherman, MB Cohen, AR Anes… - Human pathology, 1997 - Elsevier
False-negative cervical Pap smears may lead to disability or death from carcinoma of the
uterine cervix. New computer technology has led to the development of an interactive …