rfonod / deepsleep2Links
😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
☆19Updated 2 months ago
Alternatives and similar repositories for deepsleep2
Users that are interested in deepsleep2 are comparing it to the libraries listed below
Sorting:
- ECG analysis to classify anterior myocardial infarction cases.☆10Updated 8 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12Updated 5 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14Updated 6 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Updated 7 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- A library of techniques for local interpretation of machine learning models☆10Updated 2 years ago
- ☆17Updated 4 years ago
- ☆11Updated 2 years ago
- ☆14Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals☆15Updated 11 months ago
- ☆44Updated 4 years ago
- JackAndCole / Detection-of-sleep-apnea-from-single-lead-ECG-signal-using-a-time-window-artificial-neural-networksleep apnea, time window, artificial neural network, time series, MLP☆17Updated 5 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆14Updated 7 months ago
- Deep learning tools for blood pressure☆12Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆35Updated 4 years ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Updated 4 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆39Updated last year
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated last year
- ecg processing 剔除错误数据 校正基线漂移 分割平均波 定位轴☆14Updated 3 years ago
- Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes☆11Updated last year
- Official code for ECG-TCN paper accepted for publication on AICAS2021☆12Updated 4 years ago
- ☆15Updated last year
- EEG-Based Binary Classification of Normal and Depression Patients using CNN☆13Updated 2 years ago
- Predicts heart attacks by applying deep learning to ECG signals☆18Updated 7 years ago
- ☆32Updated 5 years ago
- ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition☆12Updated 5 years ago
- ☆14Updated 7 years ago
- ☆19Updated 2 years ago
- ☆15Updated last year