Google-Health / records-research

Related projects: ⓘ

• mp2893 / mime
  MiME Repository
  ☆105Updated 4 years ago
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆209Updated 6 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆125Updated last year
• MLforHealth / MIMIC_Extract
  MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
  ☆402Updated 2 months ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆184Updated 2 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆66Updated 2 years ago
• jshang123 / G-Bert
  Pre-training of Graph Augmented Transformers for Medication Recommendation
  ☆115Updated 5 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆124Updated 7 months ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆263Updated 3 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆104Updated 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…
  ☆83Updated 3 months ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆83Updated last year
• NYUMedML / GNN_for_EHR
  Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
  ☆246Updated last week
• hurcy / awesome-ehr-deeplearning
  Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
  ☆412Updated last year
• 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 4 months ago
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆271Updated 4 years ago
• mp2893 / gram
  Graph-based Attention Model
  ☆240Updated 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 …
  ☆76Updated last year
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆172Updated 8 months ago
• clinicalml / embeddings
  Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
  ☆244Updated 4 years ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆252Updated 7 months ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆308Updated 7 months ago
• minjechoi / RetainVis
  An implementation of RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Recor…
  ☆43Updated 5 years ago
• mp2893 / med2vec
  Repository for Med2Vec project
  ☆220Updated 6 years ago
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆31Updated 5 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆52Updated 6 years ago
• landiisotta / convae_architecture
  ☆38Updated 2 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆22Updated 2 years ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 6 years ago