Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
☆32Mar 11, 2026Updated 3 months ago
Alternatives and similar repositories for MedGNN
Users that are interested in MedGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆40Apr 15, 2025Updated last year
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆192Mar 19, 2025Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆39Oct 12, 2023Updated 2 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆21Jun 9, 2025Updated last year
- ☆70Oct 7, 2025Updated 8 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆31Mar 11, 2026Updated 3 months ago
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆87Aug 28, 2023Updated 2 years ago
- [ICLR 2025] Code for the PopulationTransformer☆18Oct 16, 2025Updated 7 months ago
- ☆31Feb 28, 2025Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification☆13Mar 14, 2025Updated last year
- ☆19Sep 4, 2023Updated 2 years ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆79Nov 30, 2023Updated 2 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆17May 2, 2025Updated last year
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆246Feb 22, 2024Updated 2 years ago
- Generalizable Deep Learning for Photoplethysmography-Based Blood Pressure Estimation – A Benchmarking Study☆20Oct 1, 2025Updated 8 months ago
- ☆10Feb 21, 2023Updated 3 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 2 years ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆236Sep 2, 2025Updated 9 months ago
- ⚠️ migrated to https://github.com/Ladbaby/PyOmniTS A Researcher-Friendly Framework for Time Series Analysis. Train Any Model on Any Datas…☆19Sep 16, 2025Updated 8 months ago
- ☆23May 17, 2024Updated 2 years ago
- [KDD 2026] Official implementation of "TimeDistill: Efficient Long-Term Time Series Forecasting with MLPs via Cross-Architecture Distilla…☆26Mar 22, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆14Jan 22, 2025Updated last year
- ☆27Aug 19, 2024Updated last year
- ☆35Sep 4, 2025Updated 9 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…☆28Jun 27, 2025Updated 11 months ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆30Jun 11, 2024Updated 2 years ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆27Apr 30, 2025Updated last year
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated last year
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated last year
- [NeurIPS 2024] Spiking Graph Neural Networks on Riemannian Manifolds☆22Oct 22, 2024Updated last year
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- [AAAI'25] The implementation of paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series …☆24May 10, 2026Updated last month
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆26Jun 9, 2025Updated last year
- https://arxiv.org/abs/2502.08942☆26Mar 31, 2025Updated last year