EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping
Fuente:
arXiv
Guardado en:
| Autores principales: | Gijsen, Sam, Ritter, Kerstin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression
por: Modesitt, Eric, et al.
Publicado: (2024)
por: Modesitt, Eric, et al.
Publicado: (2024)
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
por: Carzaniga, Francesco Stefano, et al.
Publicado: (2025)
por: Carzaniga, Francesco Stefano, et al.
Publicado: (2025)
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
por: Suzumura, Toyotaro, et al.
Publicado: (2024)
por: Suzumura, Toyotaro, et al.
Publicado: (2024)
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates
por: Afzal, Arshia, et al.
Publicado: (2024)
por: Afzal, Arshia, et al.
Publicado: (2024)
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
por: Wang, Fuying, et al.
Publicado: (2025)
por: Wang, Fuying, et al.
Publicado: (2025)
EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification Method
por: Peng, Wei, et al.
Publicado: (2024)
por: Peng, Wei, et al.
Publicado: (2024)
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
por: Li, Boyu, et al.
Publicado: (2026)
por: Li, Boyu, et al.
Publicado: (2026)
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems
por: Rabiee, Ali, et al.
Publicado: (2024)
por: Rabiee, Ali, et al.
Publicado: (2024)
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
por: Aung, Htoo Wai, et al.
Publicado: (2024)
por: Aung, Htoo Wai, et al.
Publicado: (2024)
Knowledge-guided EEG Representation Learning
por: Kommineni, Aditya, et al.
Publicado: (2024)
por: Kommineni, Aditya, et al.
Publicado: (2024)
Large Transformers are Better EEG Learners
por: Wang, Bingxin, et al.
Publicado: (2023)
por: Wang, Bingxin, et al.
Publicado: (2023)
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks
por: Aung, Htoo Wai, et al.
Publicado: (2024)
por: Aung, Htoo Wai, et al.
Publicado: (2024)
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
por: An, Sion, et al.
Publicado: (2024)
por: An, Sion, et al.
Publicado: (2024)
Review of algorithms for predicting fatigue using EEG
por: Rakhmatulin, Ildar
Publicado: (2024)
por: Rakhmatulin, Ildar
Publicado: (2024)
Federated GNNs for EEG-Based Stroke Assessment
por: Protani, Andrea, et al.
Publicado: (2024)
por: Protani, Andrea, et al.
Publicado: (2024)
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
por: Jiang, Zekun, et al.
Publicado: (2024)
por: Jiang, Zekun, et al.
Publicado: (2024)
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
por: Song, Zhenxi, et al.
Publicado: (2024)
por: Song, Zhenxi, et al.
Publicado: (2024)
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics
por: Wang, Zirui, et al.
Publicado: (2025)
por: Wang, Zirui, et al.
Publicado: (2025)
SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks
por: Chowdhury, Meghna Roy, et al.
Publicado: (2025)
por: Chowdhury, Meghna Roy, et al.
Publicado: (2025)
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals
por: Liu, Ran, et al.
Publicado: (2023)
por: Liu, Ran, et al.
Publicado: (2023)
Long-Term EEG Partitioning for Seizure Onset Detection
por: Chen, Zheng, et al.
Publicado: (2024)
por: Chen, Zheng, et al.
Publicado: (2024)
Toward the application of XAI methods in EEG-based systems
por: Apicella, Andrea, et al.
Publicado: (2022)
por: Apicella, Andrea, et al.
Publicado: (2022)
The Deep-Match Framework for Event-Related Potential Detection in EEG
por: Zylinski, Marek, et al.
Publicado: (2026)
por: Zylinski, Marek, et al.
Publicado: (2026)
Temporal Context and Architecture: A Benchmark for Naturalistic EEG Decoding
por: Ergezer, Mehmet
Publicado: (2026)
por: Ergezer, Mehmet
Publicado: (2026)
ZUNA: Flexible EEG Superresolution with Position-Aware Diffusion Autoencoders
por: Warner, Christopher, et al.
Publicado: (2026)
por: Warner, Christopher, et al.
Publicado: (2026)
Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning
por: Rao, Qiyu, et al.
Publicado: (2026)
por: Rao, Qiyu, et al.
Publicado: (2026)
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2025)
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2025)
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
por: Georgis-Yap, Zakary, et al.
Publicado: (2023)
por: Georgis-Yap, Zakary, et al.
Publicado: (2023)
Pretraining Strategies and Scaling for ECG Foundation Models: A Systematic Study
por: Al-Masud, M A, et al.
Publicado: (2026)
por: Al-Masud, M A, et al.
Publicado: (2026)
DIVER-0 : A Fully Channel Equivariant EEG Foundation Model
por: Han, Danny Dongyeop, et al.
Publicado: (2025)
por: Han, Danny Dongyeop, et al.
Publicado: (2025)
Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception
por: Rezzouk, Mathis, et al.
Publicado: (2025)
por: Rezzouk, Mathis, et al.
Publicado: (2025)
Synthetic EEG Generation using Diffusion Models for Motor Imagery Tasks
por: Alexandre, Henrique de Lima, et al.
Publicado: (2025)
por: Alexandre, Henrique de Lima, et al.
Publicado: (2025)
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks
por: Park, Joshua, et al.
Publicado: (2024)
por: Park, Joshua, et al.
Publicado: (2024)
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
por: Udayantha, Dinuka Sandun, et al.
Publicado: (2024)
por: Udayantha, Dinuka Sandun, et al.
Publicado: (2024)
How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?
por: Ngo, Huyen, et al.
Publicado: (2024)
por: Ngo, Huyen, et al.
Publicado: (2024)
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection
por: Wang, Yiye, et al.
Publicado: (2024)
por: Wang, Yiye, et al.
Publicado: (2024)
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
por: Chen, Zhisheng, et al.
Publicado: (2025)
por: Chen, Zhisheng, et al.
Publicado: (2025)
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
por: Lai, Junhong, et al.
Publicado: (2025)
por: Lai, Junhong, et al.
Publicado: (2025)
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures
por: Liang, Teng, et al.
Publicado: (2024)
por: Liang, Teng, et al.
Publicado: (2024)
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model
por: Sartipi, Shadi, et al.
Publicado: (2024)
por: Sartipi, Shadi, et al.
Publicado: (2024)
Ejemplares similares
-
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression
por: Modesitt, Eric, et al.
Publicado: (2024) -
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
por: Carzaniga, Francesco Stefano, et al.
Publicado: (2025) -
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
por: Suzumura, Toyotaro, et al.
Publicado: (2024) -
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates
por: Afzal, Arshia, et al.
Publicado: (2024) -
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
por: Wang, Fuying, et al.
Publicado: (2025)