zhenyuanlu / PainAttnNetLinks
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals
☆21Updated last year
Alternatives and similar repositories for PainAttnNet
Users that are interested in PainAttnNet are comparing it to the libraries listed below
Sorting:
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- ☆7Updated 2 years ago
- A comprehensive list of pain intensity classification papers mainly based on deep learning algorithms☆9Updated 8 months ago
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆11Updated last week
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated last month
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- 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
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆13Updated 2 years ago
- cuffless blood pressure measurement using smartwatches: a large-scale validation study☆24Updated last year
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- Blood pressure (SBP, DBP, and HR) estimation from Photoplethysmography (PPG) signals using Deep Neural Networks☆24Updated 3 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆16Updated 3 weeks ago
- ☆17Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- ☆21Updated last year
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆40Updated 3 months ago
- A toolbox providing functionality for processing iPPG signals☆9Updated 4 months ago
- for paper https://doi.org/10.3390/bios12020082☆17Updated 3 years ago
- Multimodal Genuine Emotion and Expression Detection database☆12Updated last year
- ☆10Updated 6 months ago
- IEEE Transactions on Affective Computing, 2022☆26Updated last year
- Deformable convolutional networks for electrocardiogram diagnosis using pytorch☆11Updated 2 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆16Updated 4 years ago
- [Arxiv] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆19Updated last month
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆31Updated 7 months ago
- Use DL Model to estimate blood pressure from PPG signal☆17Updated 3 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆20Updated 7 months ago