ojwalch / sleep_classifiers
Classify sleep from heart rate and acceleration via Apple Watch
☆183Updated last year
Related projects ⓘ
Alternatives and complementary repositories for sleep_classifiers
- Code for Swift project to extract acceleration from Apple Watch during sleep - currently under construction☆58Updated 9 months ago
- Classification of sleep stages using accelerometer data☆45Updated 2 years ago
- ☆38Updated 3 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆95Updated 11 months ago
- Sleep stage detection using ECG☆101Updated last week
- Algorithms to estimate respiratory rate from physiological signals☆171Updated 11 months ago
- ☆61Updated last year
- Are you ready to FLIRT with your wearable data?☆65Updated 7 months ago
- PhysioNet Cardiovascular Signal Toolbox☆119Updated last year
- Python toolbox for Heart Rate Variability☆276Updated last year
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆65Updated 2 months ago
- Biosignal Processing in Python☆583Updated 2 years ago
- 😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Co…☆17Updated 5 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆123Updated last year
- Detect sleep apnea using heart rate data from wearable devices☆25Updated 3 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆73Updated last year
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 5 years ago
- BioSignal Analysis Kit☆111Updated 5 years ago
- Package for Heart Rate Variability analysis in Python☆389Updated last week
- ☆43Updated 7 years ago
- Wavelet-based ECG delineator library implemented in python☆32Updated 6 years ago
- This code is part of the paper ''A Large Scale Benchmark to Validate Sleep-Wake Scoring Algorithms'' currently under review.☆20Updated 4 years ago
- CardioGAN - AAAI 2021☆50Updated 2 years ago
- A Python package for heart rate variability analysis☆198Updated 5 months ago
- Code for the technical report on the ActiLife counts algorithm.☆34Updated 3 months ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆25Updated 5 months ago
- Sleep staging using single lead ECG☆14Updated 5 years ago
- Matlab toolbox for calculating Heart-Rate Variability metrics on ECG signals☆79Updated last year
- Automated sleep staging scoring and narcolepsy identification☆76Updated 4 months ago