kingrc15 / multimodal-clinical-pretraining
This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023
☆16Updated 2 months ago
Alternatives and similar repositories for multimodal-clinical-pretraining:
Users that are interested in multimodal-clinical-pretraining are comparing it to the libraries listed below
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆16Updated last week
- ☆32Updated last year
- Official repository for distributing ECG-QA dataset☆67Updated 10 months ago
- COVID-19 EHR data analysis pipeline☆19Updated 3 months ago
- ☆14Updated last year
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆23Updated 11 months ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆19Updated 9 months ago
- ☆33Updated last year
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆35Updated 4 months ago
- ☆57Updated 8 months ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆11Updated 2 weeks ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆30Updated 6 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆67Updated last year
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively ma…☆20Updated last week
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated 10 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆39Updated 5 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆12Updated last year
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆36Updated 7 months ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆41Updated 5 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- ☆24Updated 5 years ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆11Updated 3 weeks ago
- Code repository to create the MIMIC-CDM Dataset.☆28Updated last month
- ☆25Updated 2 years ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- ☆29Updated 3 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆47Updated last year
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆117Updated last year
- ☆26Updated 2 years ago