Alternatives and similar repositories for FIDDLE-experiments

Users that are interested in FIDDLE-experiments are comparing it to the libraries listed below

• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 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 …
  ☆82Updated 9 months ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• google / ehr-predictions
  ☆107Updated 4 years ago
• ratschlab / circEWS
  circEWS public code
  ☆74Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆149Updated last year
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆135Updated 3 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆119Updated 2 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 4 years ago
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆127Updated 2 years ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆90Updated last month
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆131Updated 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…
  ☆99Updated 6 months ago
• mostafaalishahi / eICU_Benchmark
  ☆40Updated 3 years ago
• kaggarwal / ClinicalNotesICU
  ☆27Updated 6 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆19Updated 2 years ago
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆19Updated 2 years ago
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆39Updated 3 months ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆88Updated 3 years ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆36Updated 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
• tanlab / ConvolutionMedicalNer
  ☆12Updated 3 years ago
• li-lab-mcgill / mixehr
  ☆15Updated 5 years ago
• chl8856 / AC_TPC
  AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
  ☆46Updated 4 years ago
• soda-inria / causal_ehr_mimic
  Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how
  ☆22Updated 2 years ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆39Updated 7 years ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆39Updated last month
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 5 years ago
• Google-Health / records-research
  ☆228Updated 4 years ago
• som-shahlab / hf_ehr
  Training HuggingFace models on EHR data
  ☆38Updated 2 months ago