Data used for analysis in our paper, Development and clinical evaluation of an AI support tool for improving telemedicine photo quality. In particular, the file, clinical_study_data.csv, contains the data used for our clinical study analysis.
There are 6 columns in this data. Images are graded on a A-F scale (A,B,C,D,F); the Quality columns translate this grade to a 0 to 4 scale as described in our paper -- 0-1 (A-B) are considered good quality and 2-4 (C-F) are considered poor quality and inadequate for clinical decisions. Reported quality values were averaged across based on ratings from 3 board-certified dermatologists. All columns are described below:
Baseline Quality: the quality of the first image submitted by the patient.TrueImage Quality: the quality of the image selected by TrueImage 2.0.Best Quality: the quality of the best image submitted by patients.Did TrueImage Terminate?: boolean indicating whether TrueImage found a sufficient quality image; patients were allowed to submit at most 4 images.# Images Submitted: the number of images the patient submitted.Extra Duration: the duration in seconds taken by the patient after the first image was submitted.