Alternatives and similar repositories for adversarial_time_to_event

Users that are interested in adversarial_time_to_event are comparing it to the libraries listed below

• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated 3 years ago
• autonlab / DeepSurvivalMachines
  ☆29Updated 3 years ago
• ahmedmalaa / AutoPrognosis
  Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
  ☆56Updated 4 years ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 7 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
• sebp / survival-cnn-estimator
  Tutorial on survival analysis using TensorFlow.
  ☆47Updated 5 years ago
• stanfordmlgroup / cdr-mimic
  Official Repository for our UAI paper Countdown Regression on the MIMIC-III Dataset
  ☆19Updated 6 years ago
• rk2900 / DRSA
  Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementati…
  ☆143Updated 4 years ago
• ioanabica / Counterfactual-Recurrent-Network
  Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…
  ☆66Updated last year
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆224Updated 8 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 3 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆130Updated last year
• illidanlab / urgent-care-comparative
  Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches
  ☆22Updated 6 years ago
• MGensheimer / nnet-survival
  Discrete-Time Survival Model for Neural Networks
  ☆93Updated last year
• alistairewj / challenge2012
  Python code parsing data from PhysioNet Challenge 2012
  ☆22Updated 7 years ago
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 5 years ago
• haiderstats / ISDEvaluation
  Code to pair with the paper "Effective Ways to Build and Evaluate Individual Survival Distributions".
  ☆23Updated 4 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• paidamoyo / counterfactual_survival_analysis
  ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
  ☆12Updated 4 years ago
• mostafaalishahi / eICU_Benchmark
  ☆40Updated 3 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 …
  ☆82Updated 7 months ago
• yinchangchang / patient_similarity
  ☆34Updated 6 years ago
• EpistasisLab / MIMIC_trajectories
  ☆30Updated 8 years ago
• baowaly / SynthEHR
  ☆39Updated 6 years ago
• georgehc / dksa
  Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals
  ☆13Updated 4 years ago
• bee-hive / MedGP
  A distributed version of the sparse multi-output Gaussian process framework integrating python and C++.
  ☆30Updated 7 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 4 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago