bdsp-core / icare-dl
Predicting Neurological Outcome in Comatose Patients after Cardiac Arrest with Deep Neural Networks
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for icare-dl
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Updated last year
- Python example code for the 2023 PhysioNet Challenge☆28Updated 11 months ago
- Scripts, packages and info supporting the Neureka Challenge 2020 submission by the team Biomed Irregulars.☆12Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆43Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆46Updated 2 years ago
- M/EEG brain age benchmark paper☆25Updated last year
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆42Updated last month
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆30Updated last month
- Self-supervised representation learning from 12-lead ECG data☆77Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆88Updated 11 months ago
- ☆51Updated last year
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆28Updated 3 years ago
- ☆20Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆62Updated 11 months ago
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆25Updated 3 years ago
- Notebooks for training the classifier of YASA sleep staging☆19Updated 3 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆79Updated 2 weeks ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆16Updated 4 years ago
- MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals, IJCAI 2019☆36Updated 4 years ago
- The DHDR (Digital Health Data Repository) is a repository with sample data for use with the DBDP.☆40Updated last year
- Self-supervised learning for EEG☆23Updated 4 years ago
- Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models☆12Updated 11 months ago
- Python example code for the PhysioNet Challenge 2024☆32Updated 3 months ago
- ☆35Updated 3 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆44Updated last year
- DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devices☆24Updated 4 years ago
- Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)☆38Updated 4 years ago
- ☆35Updated 2 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆15Updated last year