yaleemmlc / admissionprediction
Dataset and scripts for "Predicting hospital admission at emergency department triage using machine learning"
☆49Updated 6 years ago
Alternatives and similar repositories for admissionprediction
Users that are interested in admissionprediction are comparing it to the libraries listed below
Sorting:
- An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.☆195Updated 2 weeks ago
- Python package for machine learning for healthcare using a OMOP common data model☆108Updated last year
- Code repository for the critical data book☆75Updated 5 years ago
- Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…☆29Updated 7 years ago
- Create sparse and accurate risk scoring systems!☆37Updated 9 months ago
- Python package for comorbidity index calculation☆20Updated 7 years ago
- ☆12Updated this week
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆176Updated 3 months ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆23Updated 7 months ago
- Tutorial in Python targeted at Epidemiologists. Will discuss the basics of analysis in Python 3☆168Updated 2 years ago
- Real time mortality prediction in the MIMIC-III database☆53Updated 7 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆76Updated last year
- AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator☆32Updated 2 months ago
- Epidemiology analysis package☆144Updated 2 years ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆34Updated 5 years ago
- Installing MIMIC-IV in a local Postgres database☆41Updated 3 years ago
- An R package for generating features (covariates) for a cohort using data in the Common Data Model.☆63Updated last week
- A Python implementation of the tools from H-CUP (Healthcare Cost and Utilization Project)☆64Updated 2 years ago
- Healthcare-specific tools for bias analysis☆36Updated 2 years ago
- simple customizable risk scores in python☆137Updated last year
- circEWS public code☆68Updated 6 months ago
- An open source automl library for using machine learning in healthcare.☆118Updated last year
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆86Updated last year
- A repository to store, organize and maintain the content of the OHDSI Phenotype library. OHDSI Forum post https://forums.ohdsi.org/t/ohds…☆44Updated last month
- ☆56Updated 3 years ago
- An R package for performing new-user cohort studies in an observational database in the OMOP Common Data Model.☆85Updated last month
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆27Updated 4 years ago
- An R package for performing various cohort diagnostics.☆45Updated 3 weeks ago
- Repo for Oxygenation project proposed by KC at Datathon☆25Updated 5 years ago
- ☆40Updated 3 years ago