Alternatives and similar repositories for sleep-apnea

Users that are interested in sleep-apnea are comparing it to the libraries listed below

• arlenejohn / CNN_sleep_apnea
  Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'
  ☆20Updated 6 months ago
• zzklove3344 / ApneaECGAnalysis
  This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.
  ☆62Updated last year
• mahsaabahrami / Sleep-Apnea
  A COMPREHENSIVE ANALYSIS OF SLEEP APNEA
  ☆51Updated 3 years ago
• XianhuiChen / Toward-Sleep-Apnea-Detection-with-Lightweight-Multi-scaled-Fusion-Network
  Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network
  ☆40Updated 2 months ago
• quwei913 / A-Residual-based-Attention-Model-for-EEG-basedSleep-Staging
  A Residual based Attention Model for EEG basedSleep Staging
  ☆11Updated 3 years ago
• flower-kyo / Tinysleepnet-pytorch
  TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
  ☆30Updated 4 years ago
• JackAndCole / Sleep-apnea-detection-through-a-modified-LeNet-5-convolutional-neural-network
  Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5
  ☆56Updated 3 years ago
• pss1207 / sleep_apnea
  ECG Sleep Apnea Detection
  ☆67Updated 2 years ago
• Amadeuszhao / SE-ECGNet
  ☆32Updated 4 years ago
• Ankur-Samanta / MVMTnet-Transformer_ECGClassification
  MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…
  ☆17Updated 2 years ago
• bdsp-core / ecg_respiration_sleep_staging
  ☆24Updated 2 years ago
• ceresOPA / Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network
  基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）
  ☆32Updated 2 years ago
• zaamad / ECG-Heartbeat-Classification-Using-Multimodal-Fusion
  ☆54Updated 3 years ago
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆51Updated last year
• vinuni-vishc / MPCNN-Sleep-Apnea
  ☆16Updated last year
• tom-beer / Arrhythmia-CNN
  Arrhythmia detection using deep convolutional neural network with long duration ECG signals
  ☆25Updated 5 years ago
• neergaard / deep-sleep-pytorch
  ☆16Updated 3 years ago
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆34Updated last year
• pquochuy / SleepTransformer
  ☆27Updated last year
• nerajbobra / lstm-cnn-eeg-sleep-staging
  2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture
  ☆16Updated 4 years ago
• eason123789 / Transformer-for-Single-Channel-EEG
  This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…
  ☆12Updated last year
• DeepPSP / cinc2020
  Classification of 12-lead ECGs: the PhysioNet - Computing in Cardiology Challenge 2020
  ☆12Updated last year
• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆86Updated 2 years ago
• YJPai65 / MVF-SleepNet
  ☆19Updated 2 years ago
• ChiQiao / Apnea-ECG
  Detect sleep apnea using heart rate data from wearable devices
  ☆30Updated 9 months ago
• drasros / sleep_staging_shhs
  Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
  ☆59Updated 7 years ago
• sgoerttler / MSA-CNN
  Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"
  ☆11Updated 2 months ago
• mahsaabahrami / Forecasting-Sleep-Apnea
  ☆11Updated 3 years ago
• mah533 / Augmentation-of-ECG-Training-Dataset-with-CGAN
  Imbalanced MIT-BIH dataset is augmented with the generated beats by WGAN-GP and AC-WGAN-GP to improve the classification metrics.
  ☆32Updated last year
• MathieuLaksh / eeg_epilepsy_conv1d
  ☆11Updated 5 years ago