International evaluation of an AI system for breast cancer screening

SM McKinney, M Sieniek, V Godbole, J Godwin… - Nature, 2020 - nature.com
Screening mammography aims to identify breast cancer at earlier stages of the disease,
when treatment can be more successful. Despite the existence of screening programmes …

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 …

[HTML][HTML] Prospective implementation of AI-assisted screen reading to improve early detection of breast cancer

AY Ng, CJG Oberije, É Ambrózay, E Szabó… - Nature Medicine, 2023 - nature.com
Artificial intelligence (AI) has the potential to improve breast cancer screening; however,
prospective evidence of the safe implementation of AI into real clinical practice is limited. A …

AI outperforms radiologists in mammographic screening

D Killock - Nature Reviews Clinical Oncology, 2020 - nature.com
Mammographic screening is widely used for the detection of breast cancers, but has its
flaws. For example, false-positive findings can lead to unnecessary medical interventions …

Artificial Intelligence (AI) for the early detection of breast cancer: a scoping review to assess AI's potential in breast screening practice

N Houssami, G Kirkpatrick-Jones… - Expert review of …, 2019 - Taylor & Francis
Introduction: Various factors are driving interest in the application of artificial intelligence (AI)
for breast cancer (BC) detection, but it is unclear whether the evidence warrants large-scale …

[HTML][HTML] Combining the strengths of radiologists and AI for breast cancer screening: a retrospective analysis

C Leibig, M Brehmer, S Bunk, D Byng… - The Lancet Digital …, 2022 - thelancet.com
Background We propose a decision-referral approach for integrating artificial intelligence
(AI) into the breast-cancer screening pathway, whereby the algorithm makes predictions on …

Impact of different mammography systems on artificial intelligence performance in breast cancer screening

CF de Vries, SJ Colosimo, RT Staff… - Radiology: Artificial …, 2023 - pubs.rsna.org
Artificial intelligence (AI) tools may assist breast screening mammography programs, but
limited evidence supports their generalizability to new settings. This retrospective study used …

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 …

[HTML][HTML] Stand-alone artificial intelligence-The future of breast cancer screening?

I Sechopoulos, RM Mann - The Breast, 2020 - Elsevier
Although computers have had a role in interpretation of mammograms for at least two
decades, their impact on performance has not lived up to expectations. However, in the last …

[HTML][HTML] 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 …