Alternatives and similar repositories for DII-Challenge:

Users that are interested in DII-Challenge are comparing it to the libraries listed below

• yinchangchang / TAME
  KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder
  ☆18Updated 4 years ago
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆32Updated 5 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆22Updated 5 years ago
• mostafaalishahi / eICU_Benchmark
  ☆38Updated 2 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆31Updated 6 years ago
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• sebbarb / time_aware_attention
  ☆12Updated 3 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• deepak-kaji / mimic-lstm
  This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…
  ☆76Updated 11 months ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 5 years ago
• HiTANet2020 / HiTANet
  ☆38Updated 5 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 5 years ago
• ziyuqiu / icd_prediction
  Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning
  ☆24Updated 4 years ago
• anhtuan5696 / TPAMTL
  ☆12Updated 2 years ago
• yzhouas / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July
  ☆25Updated 6 years ago
• tanlab / ConvolutionMedicalNer
  ☆12Updated 3 years ago
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• ratschlab / circEWS
  circEWS public code
  ☆67Updated 5 months ago
• tiantiantu / Timeline
  This repository contains codes for Timeline model
  ☆11Updated 6 years ago
• zdy93 / FTL-Trans
  Time-Aware Transformer-based Network for Clinical Notes Series Prediction
  ☆23Updated last year
• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 7 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• yinchangchang / patient_similarity
  ☆33Updated 6 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• Sue-Hi / NLP-MIMIC-III
  Predicting Unplanned Hospital Readmission Using Natural Language Processing of MIMICIII Discharge Notes
  ☆12Updated 6 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆92Updated 9 months ago