ehr-data
Here are 55 public repositories matching this topic...
Used machine learning in R to assess individual variables involved in the intra-operative pathology consultation process.
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Aug 31, 2020
EHR DREAM Challenge: Patient Mortality Prediction Submission. "moore" team submission
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Oct 11, 2020
[BIG Summer 2022] ABP Imputation with EHR medication data is the second version of the ABP Imputer model.
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Aug 10, 2022 - Jupyter Notebook
Identifying which patients to include or exclude from the clinical trials of a new diabetes drug based on predicted hospitalization time given by a machine learning regression model
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Mar 4, 2024 - Jupyter Notebook
This is implementation of my Masters thesis work and aims at predicting the patient mortality from the MIMIC-III v1.4 Database
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May 1, 2023 - Jupyter Notebook
Data challenge from Holmusk to compare the risk of bleeding between two treatments using EHR extracted data.
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Jul 14, 2021 - Jupyter Notebook
This repository hosts a cutting-edge deep learning model developed to predict 6-month incident heart failure utilizing electronic health records (EHRs). Heart failure is a multifaceted medical condition characterized by its significant impact on patients' well-being and healthcare systems.
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Apr 4, 2024 - Python
OpenAPI which maps custom EHRs into FHIR R4 Patient and Observation resources. Other resources were not implemented (yet).
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Apr 22, 2021 - C#
This project aims to make predictions of stroke cases based on simple health data. Supervised machine learning algorithm was used after processing and analyzing the data. The model has predicted Stroke cases with 92.00% of sensitivity.
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Jun 10, 2023 - Jupyter Notebook
Code to generate realistic synthetic healthcare data with diffusion models
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Sep 8, 2024 - Jupyter Notebook
COVID-19 EHR Benchmark - Online Platform
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Sep 7, 2023 - Vue
The monolithic server-side repository of EHRoute, a secure Electronic Health Records (EHR) storage and sharing solution
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Oct 26, 2019 - Java
CARE-ML: Predicting the use of restraint on psychiatric inpatients using EHRs and ML. Developed by sarakolding and signekb for their Master's Thesis.
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Jun 1, 2023 - Python
HealthDatum is an electronic health record system that provides easy means of managing clinical data.
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Jan 1, 2024 - Python
Discovering healthcare insights through data-driven analysis of EHRs. This project comprises three subprojects: data cleaning & preparation, exploratory data analysis and lastly, predictive modeling for in-hospital mortality and clinical risk stratification.
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Jun 28, 2024 - Jupyter Notebook
The MedTimeline library aims to provide a standardised process for pre-processing and generating patient journey timelines for the cardiology EHR dataset. Developed by Louise Rigny (Great Ormond Street Hospital for Children)
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Nov 3, 2023 - Jupyter Notebook
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