BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
-
Updated
Mar 25, 2023 - Python
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Toolkit for evaluating and monitoring AI models in clinical settings
IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping
🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
Rare disease identification from free-text clinical notes with ontologies and weak supervision
Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
OMOP standardization pipeline for ICU databases
Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
Open AI Gym Environment For MIMIC Dataset Sepsis Patient
Code of MICRON, MIMIC data processing, Residual Learning
[arXiv'24] The official implementation code of LEADER.
PyTorch library for MIMIC III Benchmark experiments
Repository for the Paper: „On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“
National Institute of Health stroke scale (NIHSS) information extraction from MIMIC-III discharge summary
A reproduction repository for MIMIC III ETL
Repo for the final project of UIUC's CS598 Deep Learning for Healthcare to reproduce the DeepNote-GNN model
Add a description, image, and links to the mimic-iii topic page so that developers can more easily learn about it.
To associate your repository with the mimic-iii topic, visit your repo's landing page and select "manage topics."