Primary study · included by 1 review

Reduction-induced surface modification of human hair.

Bayrakdar 2021 · Kamath Yash K, Ruetsch Sigrid B · Journal of cosmetic science · 2010

PubMed 20211112Journal Article; Research Support, Non-U.S. Gov't

Trial PICO

Not extracted yet. Trial-level population, intervention, comparator, outcomes and design will appear here after the trial extraction run. Until then, the reviews below describe the study.

Results

Not extracted yet. Per-trial results (events, means, effect and weight as each review's forest plot reports them) will appear here after the trial extraction run.

Included by

Accuracy of artificial intelligence in caries detection: a systematic review and meta-analysis.

Non-Cochrane · DTA · 2025 · cited as Bayrakdar 2021 · Table 2 (No. 14); Table 3 (Sl 14); Reference [30]; pooled in sensitivity meta-analysis (Table 5)

Outcome this study informs	Pooled effect	Evidence	Certainty
Sensitivity AI systems for caries detection/segmentation on dental X-ray images (predominantly convolutional neural networks; also ANNs, DNNs, DCNN, FCNN, SVMs, decision trees, random forests; e.g. EfficientNet, ResNet, AlexNet) vs Human dentists / trained dental professionals or traditional radiographic interpretation (reference standard / reference models)	OR 1.258 [0.493, 2.540]	9 studies · 17190 participants	Ungraded

1 including review in total.