| Name : R-MAP
| |
| Version : 0.1.3
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.2.13
| Date : 2024-06-14 11:04:26
|
| Group : Development/Libraries/Other
| Source RPM : R-MAP-0.1.3-lp153.2.13.src.rpm
|
| Size : 0.03 MB
| |
| Packager : (none)
| |
| Summary : Multimodal Automated Phenotyping
|
Description :
Electronic health records (EHR) linked with biorepositories are a
powerful platform for translational studies. A major bottleneck exists
in the ability to phenotype patients accurately and efficiently.
Towards that end, we developed an automated high-throughput phenotyping
method integrating International Classification of Diseases (ICD) codes
and narrative data extracted using natural language processing (NLP).
Specifically, our proposed method, called MAP (Map Automated
Phenotyping algorithm), fits an ensemble of latent mixture models on
aggregated ICD and NLP counts along with healthcare utilization. The
MAP algorithm yields a predicted probability of phenotype for each
patient and a threshold for classifying subjects with phenotype yes/no
(See Katherine P. Liao, et al. (2019) < doi:10.1101/587436>.).
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
