AI4HealthUOL / s4sleepView external linksLinks
Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
☆18Oct 11, 2023Updated 2 years ago
Alternatives and similar repositories for s4sleep
Users that are interested in s4sleep are comparing it to the libraries listed below
Sorting:
- ☆15Dec 7, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- ☆39Jul 14, 2025Updated 7 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Sep 19, 2023Updated 2 years ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Nov 4, 2023Updated 2 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆54Jun 2, 2023Updated 2 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆39May 15, 2024Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆74Jan 18, 2024Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- Three-stage sleep classification☆28Apr 26, 2024Updated last year
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆21Nov 7, 2022Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 3 months ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆78Apr 15, 2025Updated 9 months ago
- ☆14Jul 11, 2023Updated 2 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆85Apr 1, 2025Updated 10 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆71Feb 14, 2025Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆167Aug 23, 2023Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆28Jun 6, 2025Updated 8 months ago
- ☆32Sep 5, 2025Updated 5 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- ☆17Oct 6, 2025Updated 4 months ago
- ☆13Sep 5, 2023Updated 2 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
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Jun 20, 2023Updated 2 years ago
- ☆38Feb 15, 2021Updated 4 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last week
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆15Nov 14, 2023Updated 2 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 2 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated 10 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- 🏠🔍 Auto check for new apartments in Hamburg from various real estate provides☆16Jun 2, 2024Updated last year
- ☆12Jun 12, 2023Updated 2 years ago
- QAFE-Net: Quality Assessment of Facial Expressions with Landmark Heatmaps☆14Jul 8, 2024Updated last year
- How EEG preprocessing shapes decoding performance☆16Jul 11, 2025Updated 7 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago