Alternatives and similar repositories for mgp-tcn:

Users that are interested in mgp-tcn are comparing it to the libraries listed below

• 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 8 months ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆127Updated 3 months ago
• ratschlab / circEWS
  circEWS public code
  ☆64Updated 2 months ago
• cse6250 / SepsisPrediction
  This is the final project of the CSE6250. We mainly use the MIMIC-III data to predict the sepsis.
  ☆13Updated 5 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆51Updated last year
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• 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
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆33Updated 5 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆191Updated 2 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
• acampillos / sepsis-prediction
  Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.
  ☆14Updated 2 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• yanboxu / RAIM
  Recurrent Attentive and Intensive Modeling of Multimodal Patient Monitoring Data
  ☆17Updated 5 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 6 years ago
• mmr12 / MGP-AttTCN
  MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis
  ☆24Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 6 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆58Updated 3 weeks ago
• chl8856 / AC_TPC
  AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
  ☆46Updated 3 years ago
• arnepeine / ventai
  VentAI source code
  ☆26Updated 11 months ago
• ZhiGroup / CovRNN
  ☆12Updated 3 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆132Updated 11 months ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆98Updated last year
• mostafaalishahi / eICU_Benchmark
  ☆36Updated 2 years ago
• anhtuan5696 / TPAMTL
  ☆12Updated last year
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆18Updated 4 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆18Updated 5 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆125Updated 2 years ago