sgoerttler / MSA-CNNLinks
Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"
☆11Updated last week
Alternatives and similar repositories for MSA-CNN
Users that are interested in MSA-CNN are comparing it to the libraries listed below
Sorting:
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10Updated 4 years ago
- ☆7Updated 2 years ago
- Deformable convolutional networks for electrocardiogram diagnosis using pytorch☆11Updated 2 years ago
- Use DL Model to estimate blood pressure from PPG signal☆17Updated 3 years ago
- The Cross-modal SleepTransformer is a deep learning model designed for sleep stage classification based on multimodal physiological signa…☆19Updated 10 months ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Updated last year
- ZhongyueZhang785 / Real-Time-Noninvasive-Continuous-Blood-Pressure-Estimation-Using-Machine-Learning心血管疾病已成为全球范围内致人死亡的头号病因。为了能有效预防心血管疾病，血压的连续测量尤为重要。目前，连续血压测量分为无创测量和有创测量两种方式。有创测量虽然能达到较高的精度，但是操作复杂且存在感染风险。无创测量主要基于脉搏波。随着机器学习的发展，愈来愈多的人使用脉搏波特征…☆13Updated 3 years ago
- ☆17Updated 3 years ago
- ☆7Updated 3 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- [Arxiv] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆19Updated last month
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆23Updated 2 years ago
- Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and C…☆14Updated 5 years ago
- This is the source code for the EMBC22' cgan paper. It converts ppg signal to abp☆11Updated 3 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆16Updated 4 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated last month
- ☆16Updated last year
- This was my thesis topic in undergrad when I tried to track the heart beats from raw ECG signals. The intention was to build a model that…☆21Updated 9 months ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆20Updated 7 months ago
- IEEE Transactions on Biomedical Circuits and Systems: Memristive Seizure Detection and Prediction by Parallel Convolutional Neural Networ…☆21Updated 2 years ago
- ☆24Updated 2 years ago
- Source code for the deep learning models employed in OSAS study☆16Updated 2 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Updated 3 years ago
- Deep learning tools for blood pressure☆12Updated last year
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆16Updated 3 weeks ago
- State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset☆9Updated 2 months ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆40Updated 3 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- ☆23Updated 10 months ago