Corpus of resources for multimodal machine learning with physiological signals (mmps).
☆151Feb 26, 2026Updated last week
Alternatives and similar repositories for awesome-mmps
Users that are interested in awesome-mmps are comparing it to the libraries listed below
Sorting:
- [BIBM 2025] ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in ECG☆35Jan 30, 2026Updated last month
- A Unified Framework for Benchmarking Generative Electrocardiogram-Language Models (ELMs)☆42Feb 23, 2026Updated 2 weeks ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆16Apr 30, 2024Updated last year
- Pretraining codes for ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text☆20Feb 16, 2026Updated 3 weeks ago
- This project aims to replicate and extend the methodology presented in Paper. The implementation integrates ECG feature extraction, retri…☆13Feb 21, 2025Updated last year
- [MLHC 2025] ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling☆30Sep 3, 2025Updated 6 months ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆77Nov 20, 2025Updated 3 months ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆46Jul 12, 2025Updated 7 months ago
- The code, data, and models for "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".☆59Jan 14, 2025Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆71Sep 29, 2025Updated 5 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆145Jul 11, 2025Updated 7 months ago
- Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs (ECAI 2025)☆14Jan 23, 2026Updated last month
- An electrocardiogram analysis foundation model.☆252Jan 14, 2026Updated last month
- ☆10Feb 16, 2025Updated last year
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆12Sep 11, 2021Updated 4 years ago
- This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…☆17Jan 12, 2026Updated last month
- 【CVPR 2026 Finding】Official Repo for Paper ‘’Heartcare Suite: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understan…☆26Feb 24, 2026Updated last week
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆179Dec 11, 2023Updated 2 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18May 7, 2024Updated last year
- ☆11May 20, 2023Updated 2 years ago
- This is the official implementation of paper "A Novel Approach for Long ECG Synthesis Utilize Diffusion Probabilistic Model"☆17Jul 14, 2024Updated last year
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆55Feb 15, 2026Updated 3 weeks ago
- ☆45Feb 27, 2025Updated last year
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 2024Updated last year
- ☆42May 16, 2025Updated 9 months ago
- Official code for TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents☆32Nov 30, 2025Updated 3 months ago
- ☆80Sep 18, 2025Updated 5 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆60May 19, 2025Updated 9 months ago
- A curated list of foundation models, datasets, and tools for biosignals☆112Jan 4, 2026Updated 2 months ago
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆35Jul 14, 2024Updated last year
- Empowering MLLM for Grounded ECG Understanding with Time Series and Images [NeurIPS 2025]☆246Feb 22, 2026Updated 2 weeks ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆130Sep 19, 2025Updated 5 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Oct 19, 2022Updated 3 years ago
- ☆27Jul 18, 2024Updated last year
- ☆56Jul 23, 2021Updated 4 years ago
- ☆46Nov 17, 2025Updated 3 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆58Oct 19, 2022Updated 3 years ago