Popular GitHub Repositories for Mimic Iii

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping

Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)

Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model

Rare disease identification from free-text clinical notes with ontologies and weak supervision

Master's project

Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.

MEME: Generating RNN Model Explanations via Model Extraction

Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.

A new approach to extract clinical summaries from discharge notes

Repository for the Paper: ?On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“

? Preprint submitted to Artificial Intelligence in Medicine ? - "MediCARE: Medical Collaborative Agents REasoning over Interpretable Heterogeneous Graphs" ?? - University of Naples "Federico II" ?

Small footprint info panel that listens, talks and shows useful info on an e-Paper display. 100% local speech transcription and generation.