GitHub topics: patient-level-prediction
kosuri-indu/PLP-Pipeline
PLP-Pipeline is a patient-level prediction pipeline using Julia and DrWatson. It predicts diabetes onset in hypertension patients by analyzing healthcare data with OMOP CDM. The pipeline includes cohort definition, feature extraction, preprocessing, and model training using L1 Logistic Regression, Random Forest, and XGBoost.
Language: Julia - Size: 137 KB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
ohdsi-studies/DeadModel
A package for implementing the death imputation model on OMOP CDM data
Language: R - Size: 18.2 MB - Last synced at: 27 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
OHDSI/EnsemblePatientLevelPrediction
Building ensembles using the PatientLevelPrediction package
Language: R - Size: 387 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3
canokaue/ChatSUS
[3rd Place DevSC] Telegram Chatbot POC for the Brazilian Healthcare System
Language: Python - Size: 24.4 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1
ohdsi-studies/BipolarMisclassificationValidation
OHDSI network study: external validation of a simple score model that predicts whether patients newly diagnosed with MDD actually have bipolar
Language: R - Size: 1.31 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 4 - Forks: 3
ohdsi-studies/Covid19PredictionStudies
Development and validation OHDSI network studies for the covid19 prediction topic
Language: R - Size: 120 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 9
ohdsi-studies/BreastCancerBetweenScreen
WOO 2019 study: Predicting breast cancer within 3 years of a negative mammography
Language: R - Size: 428 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2
OHDSI/SkeletonPredictionStudy
A skeleton package to use as a template for studies developing prediction models
Language: R - Size: 1.09 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 9
OHDSI/SkeletonPredictionValidationStudy
A skeleton package to use as a template for studies validating prediction models
Language: R - Size: 384 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
maz2198/HealthAnalytics
This repository represents several projects completed in IE HST's MS in Business Analytics and Big Data program Health Analytics Course.
Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
