Team Cyan's function toolbox for exploring databases
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Updated
Feb 10, 2021 - Python
Team Cyan's function toolbox for exploring databases
For local installation of MIMIC IV on a Windows machine, on Postgresql 13 and using PGAdmin
Patient Discharge Classification based on the Hospital Treatment Process (ICPM 2021)
Data Science & Machine Learning Project applied to Healthcare
Predicting length of stay in hospitals intensive care unit using MIMIC IV
mimic4fhir converts data from MIMIC IV database (PostgreSQL) to HL7 FHIR R4 resources or the German Medical Informatics Initiative core data sets.
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
Descriptive & prescriptive analysis of the effects of Vasoconstrictive medication via MIMIC's database using Targeted Maximum Likelihood Estimation for Causal Inference & ML techniques
SG Healthcare AI Datathon 2021 - acute kidney injury (AKI) patients requiring replacement renal therapy
Research Methodology Project
Code for paper using causal inference to explore the process of weaning ICU patients off of mechanical ventilation.
A CLI tool for extracting event logs out of MIMIC Databases.
Towards a CKD (Chronic Kidney Disease) dataset.
Embeddings generation from MIMIC-IV and MIMIC-CXR
TemporAI-MIVDP: Adaptation of MIMIC-IV-Data-Pipeline for TemporAI
A customizable pipeline for data extraction from MIMIC-IV.
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
[arXiv'24] The official implementation code of LEADER.
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