mimic-iii
There are 111 repositories under mimic-iii topic.
MIT-LCP/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
ncbi-nlp/BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
ncbi-nlp/bluebert
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
MIT-LCP/mimic-omop
Mapping the MIMIC-III database to the OMOP schema
MIT-LCP/mimic-website
Website for the MIMIC Critical Care Database (currently version MIMIC-III)
MIT-LCP/mimic-workshop
Introduction to MIMIC-III, the Critical Care Database
VectorInstitute/cyclops
A toolkit for evaluating and monitoring AI models in clinical settings
MIT-LCP/mimic-iii-paper
Repository for the paper describing MIMIC-III
ycq091044/SafeDrug
IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping
rvandewater/YAIB
🧪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
nus-mornin-lab/echo-mimiciii
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
USM-CHU-FGuyon/BlendedICU
OMOP standardization pipeline for ICU databases
liuqidong07/LEADER-pytorch
[arXiv'24] The official implementation code of LEADER.
LuChang-CS/MTGAN
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
MIT-LCP/bloatectomy
A python package for removing duplicate text in clinical notes or other documents
anantzoid/Medical-Diagnosis-Learning
Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model
acadTags/Rare-disease-identification
Rare disease identification from free-text clinical notes with ontologies and weak supervision
Yuqi92/deep-patient-representation-mimiciii-multitask
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
SpiroGanas/MIMIC3py
A Python library to load and analyze the MIMIC III Critical Care Database
apakbin/ICU72hReadmissionMIMICIII
Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
nus-mornin-lab/oxygenation_kc
Repo for Oxygenation project proposed by KC at Datathon
akiani/gym-sepsis
Open AI Gym Environment For MIMIC Dataset Sepsis Patient
amin-nejad/mimic-text-generation
Master's project
jacobdeasy/flexible-ehr
Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
linzhenyuyuchen/kddMIMIC
Pipeline of Data Extraction, Preprocessing, Representation, and Training for MIMIC-III
acampillos/sepsis-prediction
Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.
ycq091044/MICRON
Code of MICRON, MIMIC data processing, Residual Learning
dmitrykazhdan/MEME-RNN-XAI
MEME: Generating RNN Model Explanations via Model Extraction
j-crowe/ICU_Survival_ML_Model_Comparison
MIMICIII Sepsis Survival Analysis
AGARNER18/Respiratory-Mortality
Predict respiratory patient mortality in ICU units using the MIMIC III database
Raymvp/HACSurv
HACSurv: A Hierarchical Copula-based Approach for Survival Analysis with Dependent Competing Risks
MIT-LCP/bhi-bsn-challenge
Repository for the IEEE BHI-BSN MIMIC-III Challenge
UHBristolDataScience/towards-decision-support-icu-discharge
Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic healthcare data from MIMIC-III and Bristol, UK'
banderlog/MIMICIII-to-FHIR
Repository to transform the MIMIC-III dataset into a flat hierarchy FHIR format
Dipeshtamboli/PosNegDM-Reinforced-Sequential-Decision-Making-for-Sepsis-Treatment
Official code for "Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer" published at JBHI.
NeelKanwal/Attention-based-clinical-note-summarization
A new approach to extract clinical summaries from discharge notes