Alternatives and similar repositories for records-research

Users that are interested in records-research are comparing it to the libraries listed below

• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆220Updated 7 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆130Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆147Updated last year
• MLforHealth / MIMIC_Extract
  MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
  ☆452Updated last year
• NYUMedML / GNN_for_EHR
  Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
  ☆269Updated last year
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆79Updated 6 months ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆96Updated 4 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆116Updated 2 years ago
• hurcy / awesome-ehr-deeplearning
  Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
  ☆424Updated 3 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…
  ☆77Updated last year
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆32Updated 6 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• mp2893 / gram
  Graph-based Attention Model
  ☆245Updated 2 years ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 7 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆85Updated 2 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated 2 years ago
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆22Updated 6 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• jshang123 / G-Bert
  Pre-training of Graph Augmented Transformers for Medication Recommendation
  ☆123Updated 6 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 6 years ago
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆359Updated 10 months ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆197Updated 3 years ago
• landiisotta / convae_architecture
  ☆41Updated 3 years ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆289Updated 4 years ago
• google / ehr-predictions
  ☆106Updated 4 years ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆86Updated 3 years ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆307Updated last year