Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
☆29Jan 29, 2025Updated last year
Alternatives and similar repositories for MedGNN
Users that are interested in MedGNN are comparing it to the libraries listed below
Sorting:
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆35Apr 15, 2025Updated 10 months ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆176Mar 19, 2025Updated 11 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆25May 6, 2025Updated 10 months ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆20Jun 9, 2025Updated 8 months ago
- ☆70Oct 7, 2025Updated 5 months ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆37Oct 12, 2023Updated 2 years ago
- ☆18Sep 4, 2023Updated 2 years ago
- A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification☆12Mar 14, 2025Updated 11 months ago
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆29Jan 30, 2025Updated last year
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆85Aug 28, 2023Updated 2 years ago
- [ICLR 2025] Code for the PopulationTransformer☆13Oct 16, 2025Updated 4 months ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- ☆13Jan 22, 2025Updated last year
- ☆10Feb 21, 2023Updated 3 years ago
- Generalizable Deep Learning for Photoplethysmography-Based Blood Pressure Estimation – A Benchmarking Study☆16Oct 1, 2025Updated 5 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 6 months ago
- ☆25Aug 19, 2024Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆78Nov 30, 2023Updated 2 years ago
- https://arxiv.org/abs/2502.08942☆17Mar 31, 2025Updated 11 months ago
- ☆16May 2, 2025Updated 10 months ago
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting☆11Jan 1, 2023Updated 3 years ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆25Jun 27, 2025Updated 8 months ago
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- [AAAI'25] The implementation of paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series …☆20Feb 2, 2026Updated last month
- ☆12Mar 5, 2025Updated last year
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated last year
- ☆17Jul 30, 2025Updated 7 months ago
- ☆26Feb 28, 2025Updated last year
- ⚠️ migrated to https://github.com/Ladbaby/PyOmniTS A Researcher-Friendly Framework for Time Series Analysis. Train Any Model on Any Datas…☆20Sep 16, 2025Updated 5 months ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated 8 months ago
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆243Feb 22, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆15May 17, 2024Updated last year
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated last year
- ☆110Jun 11, 2025Updated 8 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆97Jun 27, 2025Updated 8 months ago
- ☆123Updated this week
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆137Dec 17, 2025Updated 2 months ago