neergaard / utime-pytorchLinks
A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)
☆12Updated 4 years ago
Alternatives and similar repositories for utime-pytorch
Users that are interested in utime-pytorch are comparing it to the libraries listed below
Sorting:
- ☆32Updated 5 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 5 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆287Updated last month
- Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media La…☆58Updated 4 years ago
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Updated last year
- ☆14Updated last year
- Self-supervised representation learning from 12-lead ECG data☆90Updated 3 years ago
- Dreem One Shot Detector☆49Updated 2 years ago
- Sleep staging from ECG, assisted with EEG☆25Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated 2 years ago
- 1D Capsule Network for Gesture Recognition in Keras.☆32Updated last year
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆34Updated 3 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Updated 5 years ago
- ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification☆79Updated 4 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆45Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆42Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆69Updated last year
- MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals, IJCAI 2019☆36Updated 5 years ago
- pytorch code of multi scale 1d resnet, we hope it will help your research☆221Updated 4 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆57Updated 4 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆26Updated last year
- Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.☆32Updated 4 years ago
- A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.☆104Updated 4 years ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Updated 4 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆50Updated 4 months ago
- ECG time-series augmentations library☆26Updated 2 years ago
- Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs☆29Updated last year
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆30Updated last year