ehr-data
Here are 52 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
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
Lecture slides on Electronic Health Record Data Quality
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Jul 30, 2024 - Makefile
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
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
COVID-19 EHR Benchmark - Online Platform
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Sep 7, 2023 - Vue
This research uncovers the increased suicide risk in men with mental illness post-hospitalization, analyzing 1.4M+ cases. It highlights the importance of targeted interventions based on identified risk factors.
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Feb 28, 2024 - 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
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
In this project, we will create a deep learning model trained on EHR data (Electronic Health Records) to find suitable patients for testing a new diabetes drug.
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Sep 3, 2020 - Python
The code is used for my capstone which is about the user acceptability of blockchain technology to exchange EHR. For the survey analysis I used PLS SEM
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Aug 17, 2022 - Jupyter Notebook
Deep Learning Methods for Chest X-ray Classification
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Jan 3, 2022 - Jupyter Notebook
BERT style transformer model on CMS synthetic EHR data for diagnosis and procedure prediction in PyTorch
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Aug 13, 2024 - Python
Tool for EHR & mutation profile based patient clustering & visualization, developed in partial fulfillment of the requirements for the course “Medical Informatics” at the University Medical Center Göttingen.
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Sep 12, 2023 - Python
EHR DREAM Challenge: Patient Mortality Prediction Submission. "moore" team submission
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Oct 11, 2020
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