Alternatives and similar repositories for HAIM:

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

• ipolharvard / ethos-paper
  ☆65Updated last month
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆135Updated last year
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆67Updated this week
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆53Updated last year
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆109Updated 2 years ago
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆40Updated 2 months ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆79Updated 2 years ago
• som-shahlab / femr
  FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…
  ☆138Updated last week
• som-shahlab / hf_ehr
  Taking off-the-shelf HuggingFace models and training them on EHR data
  ☆23Updated last month
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆218Updated last year
• whaleloops / TransformEHR
  ☆33Updated 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…
  ☆92Updated 10 months ago
• RyanWangZf / SurvTRACE
  SurvTRACE: Transformers for Survival Analysis with Competing Events
  ☆49Updated last year
• nyuad-cai / MedFuse
  ☆87Updated 7 months ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆31Updated 2 years ago
• ratschlab / circEWS
  circEWS public code
  ☆68Updated 5 months ago
• ZhiGroup / CovRNN
  ☆12Updated 3 years ago
• CogStack / Foresight
  Deep Generative Modelling of Patient Timelines using Electronic Health Records
  ☆59Updated last year
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆35Updated 2 months ago
• vanderschaarlab / autoprognosis
  A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
  ☆142Updated last month
• som-shahlab / ehrshot-benchmark
  A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)
  ☆162Updated 2 months ago
• rajpurkarlab / BenchMD
  ☆76Updated last year
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆20Updated 2 years ago
• Medical-Event-Data-Standard / meds
  Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data
  ☆51Updated last week
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆174Updated 3 months ago
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆29Updated this week
• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆31Updated 2 months ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• ecg-net / PreOpNet
  PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE
  ☆3Updated 2 months ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆282Updated last year