willxxy / Text-EGMLinks
[CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations
☆12Updated last year
Alternatives and similar repositories for Text-EGM
Users that are interested in Text-EGM are comparing it to the libraries listed below
Sorting:
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated 2 years ago
- A Unified Framework for Benchmarking Generative Electrocardiogram-Language Models (ELMs)☆26Updated last week
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆41Updated 3 years ago
- ☆10Updated 2 years ago
- ☆11Updated 2 years ago
- ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis☆29Updated 7 months ago
- This project aims to replicate and extend the methodology presented in Paper. The implementation integrates ECG feature extraction, retri…☆10Updated 8 months ago
- ☆25Updated last year
- [MLHC 2025] ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling☆26Updated 2 months ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆34Updated 4 months ago
- ☆15Updated 2 years ago
- ☆99Updated last year
- ☆74Updated 2 months ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Updated last year
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Updated 4 years ago
- Official repository for distributing ECG-QA dataset☆86Updated 6 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆54Updated 6 months ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 2 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆136Updated 4 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆27Updated 2 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆128Updated last month
- ☆13Updated 2 years ago
- This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…☆14Updated last week
- A curated list of foundation models, datasets, and tools for biosignals☆75Updated last month
- The code, data, and models for "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".☆51Updated 10 months ago
- Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data☆26Updated 4 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆14Updated 7 months ago
- [ICLR 2023] Code for BrainBERT☆69Updated 2 weeks ago