Alternatives and similar repositories for CPLLM

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

• yhzhu99 / llm4healthcare
  Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
  ☆27Updated last year
• ritaranx / RAM-EHR
  [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.
  ☆39Updated last year
• dustn1259 / EHRCon
  Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
  ☆24Updated last year
• ji-youn-kim / EHRNoteQA
  [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"
  ☆37Updated 11 months ago
• XZhang97666 / MultimodalMIMIC
  ☆37Updated 2 years ago
• canyuchen / ClinicalBench
  Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"
  ☆31Updated 6 months ago
• XiaochenWang-PSU / MedHMP
  Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".
  ☆18Updated last year
• kingrc15 / multimodal-clinical-pretraining
  This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023
  ☆20Updated 11 months ago
• whaleloops / TransformEHR
  ☆46Updated 2 years ago
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆46Updated 10 months ago
• yzhHoward / SMART
  Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
  ☆18Updated 9 months ago
• junwoopark92 / mimic-sparql
  "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021
  ☆38Updated last year
• yhzhu99 / pyehr
  COVID-19 EHR data analysis pipeline
  ☆26Updated last year
• mila-iqia / ddxplus
  ☆100Updated 4 months ago
• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆40Updated 10 months ago
• The-Real-JerryChen / TRANS
  Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"
  ☆23Updated last year
• wshi83 / EhrAgent
  [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records
  ☆118Updated last year
• RyanWangZf / PromptEHR
  EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
  ☆30Updated 2 years ago
• pat-jj / KARE
  [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
  ☆49Updated 8 months ago
• RyanWangZf / MediTab
  The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"
  ☆23Updated last year
• ssshddd / DrugRec
  This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…
  ☆41Updated 2 years ago
• ritaranx / CACHE
  [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …
  ☆26Updated last year
• stefanhgm / patient_summaries_with_llms
  Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"
  ☆17Updated 5 months ago
• ycq091044 / SafeDrug
  IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping
  ☆90Updated 2 years ago
• btheodorou99 / HALO_Inpatient
  ☆30Updated 11 months ago
• KaiHe-better / LLM-for-Healthcare
  ☆129Updated last year
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆36Updated 3 years ago
• liuqidong07 / LEADER-pytorch
  [arXiv'24] The official implementation code of LEADER.
  ☆42Updated last year
• wbw520 / DiReCT
  DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)
  ☆22Updated 9 months ago
• hoon9405 / GenHPF
  General Healthcare Predictive Framework
  ☆22Updated 3 weeks ago