Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms

T Schaffter, DSM Buist, CI Lee, Y Nikulin… - JAMA network …, 2020 - jamanetwork.com
Importance Mammography screening currently relies on subjective human interpretation.
Artificial intelligence (AI) advances could be used to increase mammography screening …

Independent external validation of artificial intelligence algorithms for automated interpretation of screening mammography: a systematic review

AW Anderson, ML Marinovich, N Houssami… - Journal of the American …, 2022 - Elsevier
Purpose The aim of this study was to describe the current state of science regarding
independent external validation of artificial intelligence (AI) technologies for screening …

External evaluation of 3 commercial artificial intelligence algorithms for independent assessment of screening mammograms

M Salim, E Wåhlin, K Dembrower, E Azavedo… - JAMA …, 2020 - jamanetwork.com
Importance A computer algorithm that performs at or above the level of radiologists in
mammography screening assessment could improve the effectiveness of breast cancer …

External validation of an ensemble model for automated mammography interpretation by artificial intelligence

W Hsu, DS Hippe, N Nakhaei, PC Wang… - JAMA network …, 2022 - jamanetwork.com
Importance With a shortfall in fellowship-trained breast radiologists, mammography
screening programs are looking toward artificial intelligence (AI) to increase efficiency and …

Artificial intelligence (AI) for breast cancer screening: BreastScreen population-based cohort study of cancer detection

ML Marinovich, E Wylie, W Lotter, H Lund, A Waddell… - …, 2023 - thelancet.com
Background Artificial intelligence (AI) has been proposed to reduce false-positive screens,
increase cancer detection rates (CDRs), and address resourcing challenges faced by breast …

[HTML][HTML] Artificial intelligence in screening mammography: a population survey of women's preferences

YP Ongena, D Yakar, M Haan, TC Kwee - Journal of the American College …, 2021 - Elsevier
Objective To investigate the general population's view on the use of artificial intelligence (AI)
for the diagnostic interpretation of screening mammograms. Methods Dutch women aged 16 …

Performance of a breast cancer detection AI algorithm using the personal performance in mammographic screening scheme

Y Chen, AG Taib, IT Darker, JJ James - Radiology, 2023 - pubs.rsna.org
Background The Personal Performance in Mammographic Screening (PERFORMS) scheme
is used to assess reader performance. Whether this scheme can assess the performance of …

Artificial intelligence for breast cancer screening: opportunity or hype?

N Houssami, CI Lee, DSM Buist, D Tao - The Breast, 2017 - Elsevier
Abstract Interpretation of mammography for breast cancer (BC) screening can confer a
mortality benefit through early BC detection, can miss a cancer that is present or fast …

Artificial intelligence evaluation of 122 969 mammography examinations from a population-based screening program

M Larsen, CF Aglen, CI Lee, SR Hoff, H Lund-Hanssen… - Radiology, 2022 - pubs.rsna.org
Background Artificial intelligence (AI) has shown promising results for cancer detection with
mammographic screening. However, evidence related to the use of AI in real screening …

An artificial intelligence–based mammography screening protocol for breast cancer: outcome and radiologist workload

AD Lauritzen, A Rodríguez-Ruiz… - Radiology, 2022 - pubs.rsna.org
Background Developments in artificial intelligence (AI) systems to assist radiologists in
reading mammograms could improve breast cancer screening efficiency. Purpose To …