| Name : R-PheNorm
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.13
| Date : 2024-06-14 11:05:12
|
| Group : Development/Libraries/Other
| Source RPM : R-PheNorm-0.1.0-lp153.1.13.src.rpm
|
| Size : 0.03 MB
| |
| Packager : (none)
| |
| Summary : Unsupervised Gold-Standard Label Free Phenotyping Algorithm for EHR Data
|
Description :
The algorithm combines the most predictive variable, such as count of
the main International Classification of Diseases (ICD) codes, and
other Electronic Health Record (EHR) features (e.g. health utilization
and processed clinical note data), to obtain a score for accurate risk
prediction and disease classification. In particular, it normalizes the
surrogate to resemble gaussian mixture and leverages the remaining
features through random corruption denoising. Background and details
about the method can be found at Yu et al. (2018)
< doi:10.1093/jamia/ocx111>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
