Blind study for the prediction of attendance to a UK breast cancer screening unit

Blind study for the prediction of attendance to a UK breast cancer screening unit

This paper presents a blind study carried out in the Solihull, Coventry and Warwickshire Breast Cancer Screening Unit in the UK, aiming to evaluate the performance of the Artificial Intelligence Attendance algorithm (AI-ATT), in predicting attendance of women to screening invitations. Achieving a 76...

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Hauptverfasser: Arochena, H.E., Naguib, R.N.G., Todman, A.G., Wheaton, M.E., Wallis, M.G.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Aging
Artificial intelligence
Breast cancer
History
Hospitals
Logistics
Prediction algorithms
Predictive models
Testing
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Beschreibung
Zusammenfassung:This paper presents a blind study carried out in the Solihull, Coventry and Warwickshire Breast Cancer Screening Unit in the UK, aiming to evaluate the performance of the Artificial Intelligence Attendance algorithm (AI-ATT), in predicting attendance of women to screening invitations. Achieving a 76% accuracy on the blind data, it is concluded that this algorithm is a useful predictive tool, not only for the prediction of attendance of individuals, but also for the identification of possible non-attendees.
DOI:10.1109/ITAB.2003.1222515