IPNs: Artificial intelligence for Assessment of Indeterminate...
In R4HCR: R for Health Care Research
IPNs 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.
cancerIndicator for an cancerous IPN (1) or non-cancerous IPN (0).
ratingAI 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")
R4HCR documentation built on Sept. 30, 2024, 9:46 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| IPNs | 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
IPNsFormat
A data frame with 200 observations on the following 2 variables.
cancerIndicator for an cancerous IPN (
1) or non-cancerous IPN (0).ratingAI 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")
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.