A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series
☆39Jul 14, 2024Updated 2 years ago
Alternatives and similar repositories for Contrastive-Learning-in-Medical-Time-Series-Survey
Users that are interested in Contrastive-Learning-in-Medical-Time-Series-Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for the paper “SpiroLLM: Finetuning Pretrained LLMs to Understand Spirogram Time Series with Clinical Validation in COPD …☆15Apr 21, 2026Updated 3 months ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Sep 19, 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 2 years ago
- [NEJM AI 2025] An Electrocardiogram Foundation Model Built on over 10 Million Recordings☆29Aug 5, 2025Updated last year
- Implementation for Paper "Signal Quality Weighted Fusion of Attentional Convolution and Recurrent Neural Network"☆13May 24, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆164Jul 23, 2026Updated 3 weeks ago
- ☆17Mar 20, 2025Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆56Jun 2, 2023Updated 3 years ago
- Automatic Diagnosis of Congenital Heart Diseases from 9-Lead Pediatric Electrocardiogram by using Deep Neural Networks☆18Feb 25, 2025Updated last year
- ☆18Dec 16, 2025Updated 8 months ago
- Digital Biomarkers for Parkinson's Disease Toolbox.☆17Updated this week
- Pretraining codes for ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text☆20Feb 16, 2026Updated 6 months ago
- Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs (ECAI 2025)☆16Apr 17, 2026Updated 4 months ago
- Computational Statistics with R☆25Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Jun 16, 2023Updated 3 years ago
- DEPRECATED: System modelling and fault-injection-based resilience assessment in Python☆10Mar 17, 2022Updated 4 years ago
- Benchmarking GNNs for fMRI analysis☆25Nov 27, 2022Updated 3 years ago
- A Unified Framework for Benchmarking Generative Electrocardiogram-Language Models (ELMs)☆50Feb 23, 2026Updated 5 months ago
- An introduction to processing wearable sensor data☆22Jul 18, 2024Updated 2 years ago
- A curated list of foundation models, datasets, and tools for biosignals☆139Mar 21, 2026Updated 4 months ago
- AAAI 2024-Controllable Mind Visual Diffusion Model☆15Dec 18, 2023Updated 2 years ago
- Multimodal data loader compatible with pytorch and tensorflow☆12Aug 14, 2024Updated 2 years ago
- Repository for the WACV 2024 paper "PsyMo: A Dataset for Estimating Self-Reported Psychological Traits from Gait"☆14Feb 22, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆35Jun 19, 2026Updated last month
- Latex template for AMIA submissions (originally by Antonio Jimeno Yepes)☆25Sep 17, 2024Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆28Jul 17, 2024Updated 2 years ago
- ECG time-series augmentations library☆27Jun 25, 2023Updated 3 years ago
- [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining☆31Mar 9, 2026Updated 5 months ago
- ☆16Oct 19, 2025Updated 9 months ago
- Official Code Repository of "Tokenizing Single-Channel EEG with Time-Frequency Motif Learning". arXiv: https://arxiv.org/abs/2502.16060☆35Apr 22, 2026Updated 3 months ago
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆36Oct 12, 2025Updated 10 months ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆198Mar 19, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- wearablecompute is an open source Python package containing over 50 data and domain-driven features that can be computed from wearables a…☆21Dec 23, 2020Updated 5 years ago
- A Unified MultItask Network for zero-shot M/EEG visual Decoding (referred to UMind), including visual stimulus retrieval, classification,…☆19Jun 11, 2026Updated 2 months ago
- PhysioEx, a PyTorch based library for Interpretable physiological signal classifiers☆27Jul 15, 2026Updated last month
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆50Apr 21, 2026Updated 3 months ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆14Feb 21, 2025Updated last year
- PyTorch implementation of EEGDfus☆29Oct 9, 2025Updated 10 months ago