AccSrd / multimodal-Parkinson-data-processingLinks
Multimodal Dataset of Freezing of Gait in Parkinson's Disease
☆48Updated 2 years ago
Alternatives and similar repositories for multimodal-Parkinson-data-processing
Users that are interested in multimodal-Parkinson-data-processing are comparing it to the libraries listed below
Sorting:
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆53Updated 2 years ago
- Deep Learning Models for the Early Detection of Parkinson’s Disease using the motor-based symptoms.☆15Updated 3 years ago
- Predicting driver stress levels using Physionet's SRAD (drivedb) dataset with methods such as LSTMs, RNNs, CNNs☆15Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆43Updated last year
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆48Updated 4 months ago
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆24Updated last year
- Sleep staging from ECG, assisted with EEG☆26Updated 3 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆44Updated 2 weeks ago
- Implementation of our Self-Supervised Learning framework for PPG signal representation, as detailed in 'Self-Supervised PPG Representatio…☆10Updated 5 months ago
- A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use o…☆61Updated 7 years ago
- Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.☆9Updated 7 months ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆31Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated last year
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆71Updated 4 months ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 4 years ago
- ECG time-series augmentations library☆25Updated last year
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- Using self-supervised learning to extract features from PPG signals☆18Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆20Updated 6 months ago
- Transformer for Human Activity Recognition☆71Updated 2 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Updated last year
- Three-stage sleep classification☆24Updated last year
- codes for paper: ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks☆14Updated last year
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆54Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆86Updated 2 years ago