IPNs {R4HCR} | R Documentation |
Artificial intelligence for Assessment of Indeterminate Pulmonary Nodules.
Description
The performance of an artifical intelligence (AI) risk stratification tool for Indeterminate Pulmonary Nodules (IPN's) on chest CT scans.
Usage
IPNs
Format
A data frame with 200 observations on the following 2 variables.
cancer
Indicator for an cancerous IPN (
1
) or non-cancerous IPN (0
).rating
AI algorithm score for the likelihod of cancer.
Details
This data set is taken from a retrospective multireader multicase study performed in June and July 2020 on chest CT studies of Indeterminate Pulmonary Nodules (IPNs). An artificial intelligence tool was used to evaluate CT images and provide an estimated probability of cancer (from 0 to 100).
Source
This data set represents a subset of the orginal data.
References
Kim, R.Y., Oke, J.L., Pickup, L.C., Munden, R.F., Dotson, T.L., Bellinger, C.R., Cohen, A., Simoff, M.J., Massion, P.P., Filippini, C. and Gleeson, F.V., 2022. Artificial intelligence tool for assessment of indeterminate pulmonary nodules detected with CT. Radiology, 304(3), pp.683-691.
Examples
data(IPNs, package = "R4HCR")