skin2 {bamdit}

Accuracy of Computer-Aided Diagnosis of Melanoma: A Comparative Meta-analysis.

Description

This data frame contains results 14 comparative diagnostic studies: CAD vs Dermatologists

Format

A matrix with 14 rows and 12 columns. Each row represents a study's results, the columns are:

"study"

Study name and year

"TP_CAD"

number of true positives CAD.

"TN_CAD"

number of ture negatives CAD.

"FP_CAD"

number of false positives CAD.

"FN_CAD"

number of false negative CAD.

"TP_Dermatologists"

number of true positives Dermatologists.

"TN_Dermatologists"

number of ture negatives Dermatologists.

"FP_Dermatologists"

number of false positives Dermatologists.

"FN_Dermatologists"

number of false negative Dermatologists.

"test_set_source"

The database was public domain or propietary.

"cad_method"

Computer-Aided Diagnostic Technique: computer vision; deep learning or hardware-based.

"test_set_independent"

yes or no.

Source

The data were obtained from

Dick V, Sinz C, Mittlböck M, Kittler H, Tschandl P. Accuracy of Computer-Aided Diagnosis of Melanoma: A Meta-analysis. JAMA Dermatol. 2019 Nov 1;155 11:1291-1299. doi: 10.1001/jamadermatol.2019.1375. PMID: 31215969; PMCID: PMC6584889.