Charity Benewa Acheampong

Reducing False Positives and False Negatives in Artificial Intelligence-assisted Imaging Screening: A Critical Review of Accuracy, Error Mechanisms and Clinical Translation

Musa Shamaki Ibrahim, Enock Kumi Ackaah, Charity Benewa Acheampong, Bukola E Shasere, Susana Owusu-Ansah, Godliver Awonlie Alangyam & Emmanuel Arhin · Journal of Advances in Medical and Pharmaceutical Sciences · 2026

Imaging-based screening programmes are constrained by two opposing failures: false-positive results that generate unnecessary recall, anxiety, further imaging and biopsy, and false-negative results that permit disease to progress undetected until the next screening round or until...