CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Shu, Yuxuan, Charlton, Peter H., Kawsar, Fahim, Hernesniemi, Jussi, Malekzadeh, Mohammad |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
por: Malekzadeh, Mohammad, et al.
Publicado: (2023)
por: Malekzadeh, Mohammad, et al.
Publicado: (2023)
PaPaGei: Open Foundation Models for Optical Physiological Signals
por: Pillai, Arvind, et al.
Publicado: (2024)
por: Pillai, Arvind, et al.
Publicado: (2024)
EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model
por: Xu, Yuhao, et al.
Publicado: (2025)
por: Xu, Yuhao, et al.
Publicado: (2025)
AdaBet: Gradient-free Layer Selection for Efficient Training of Deep Neural Networks
por: Tenison, Irene, et al.
Publicado: (2025)
por: Tenison, Irene, et al.
Publicado: (2025)
Contrastive Self-Supervised Learning at the Edge: An Energy Perspective
por: Famá, Fernanda, et al.
Publicado: (2025)
por: Famá, Fernanda, et al.
Publicado: (2025)
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
por: Mo, Fan, et al.
Publicado: (2022)
por: Mo, Fan, et al.
Publicado: (2022)
TolerantECG: A Foundation Model for Imperfect Electrocardiogram
por: Nguyen, Huynh Dang, et al.
Publicado: (2025)
por: Nguyen, Huynh Dang, et al.
Publicado: (2025)
How Do Electrocardiogram Models Scale?
por: Li, Jiawei, et al.
Publicado: (2026)
por: Li, Jiawei, et al.
Publicado: (2026)
AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs
por: Dang, Ting, et al.
Publicado: (2026)
por: Dang, Ting, et al.
Publicado: (2026)
PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
por: Das, Arnav M., et al.
Publicado: (2024)
por: Das, Arnav M., et al.
Publicado: (2024)
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
por: Na, Yeongyeon, et al.
Publicado: (2024)
por: Na, Yeongyeon, et al.
Publicado: (2024)
ExChanGeAI: An End-to-End Platform and Efficient Foundation Model for Electrocardiogram Analysis and Fine-tuning
por: Bickmann, Lucas, et al.
Publicado: (2025)
por: Bickmann, Lucas, et al.
Publicado: (2025)
Active Inference and Reinforcement Learning: A unified inference on continuous state and action spaces under partial observability
por: Malekzadeh, Parvin, et al.
Publicado: (2022)
por: Malekzadeh, Parvin, et al.
Publicado: (2022)
CLEF: EEG Foundation Model for Learning Clinical Semantics
por: Cao, Peng, et al.
Publicado: (2026)
por: Cao, Peng, et al.
Publicado: (2026)
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
por: Deldari, Shohreh, et al.
Publicado: (2023)
por: Deldari, Shohreh, et al.
Publicado: (2023)
An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains
por: Li, Jun, et al.
Publicado: (2024)
por: Li, Jun, et al.
Publicado: (2024)
AICRN: Attention-Integrated Convolutional Residual Network for Interpretable Electrocardiogram Analysis
por: Jayakody, J. M. I. H., et al.
Publicado: (2025)
por: Jayakody, J. M. I. H., et al.
Publicado: (2025)
ConSensus: Multi-Agent Collaboration for Multimodal Sensing
por: Yoon, Hyungjun, et al.
Publicado: (2026)
por: Yoon, Hyungjun, et al.
Publicado: (2026)
Detecting Structural Heart Disease from Electrocardiograms via a Generalized Additive Model of Interpretable Foundation-Model Predictors
por: Zhou, Ya, et al.
Publicado: (2026)
por: Zhou, Ya, et al.
Publicado: (2026)
Decorrelative Network Architecture for Robust Electrocardiogram Classification
por: Wiedeman, Christopher, et al.
Publicado: (2022)
por: Wiedeman, Christopher, et al.
Publicado: (2022)
Unlocking Telemetry Potential: Self-Supervised Learning for Continuous Clinical Electrocardiogram Monitoring
por: Kite, Thomas, et al.
Publicado: (2024)
por: Kite, Thomas, et al.
Publicado: (2024)
Beyond AlphaEarth: Toward Human-Centered Geospatial Foundation Models via POI-Guided Contrastive Learning
por: Liu, Junyuan, et al.
Publicado: (2025)
por: Liu, Junyuan, et al.
Publicado: (2025)
TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning
por: Li, Yuxuan, et al.
Publicado: (2025)
por: Li, Yuxuan, et al.
Publicado: (2025)
Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture
por: Kim, Sehun
Publicado: (2024)
por: Kim, Sehun
Publicado: (2024)
Towards Physics-Guided Foundation Models
por: Farhadloo, Majid, et al.
Publicado: (2025)
por: Farhadloo, Majid, et al.
Publicado: (2025)
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
por: Liang, Rui, et al.
Publicado: (2024)
por: Liang, Rui, et al.
Publicado: (2024)
Deep Unlearn: Benchmarking Machine Unlearning for Image Classification
por: Cadet, Xavier F., et al.
Publicado: (2024)
por: Cadet, Xavier F., et al.
Publicado: (2024)
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models
por: Anjum, Md Fahim
Publicado: (2024)
por: Anjum, Md Fahim
Publicado: (2024)
BD-Merging: Bias-Aware Dynamic Model Merging with Evidence-Guided Contrastive Learning
por: Xie, Yuhan, et al.
Publicado: (2026)
por: Xie, Yuhan, et al.
Publicado: (2026)
An Electrocardiogram Multi-task Benchmark with Comprehensive Evaluations and Insightful Findings
por: Xu, Yuhao, et al.
Publicado: (2025)
por: Xu, Yuhao, et al.
Publicado: (2025)
UrbanFM: Scaling Urban Spatio-Temporal Foundation Models
por: Chen, Wei, et al.
Publicado: (2026)
por: Chen, Wei, et al.
Publicado: (2026)
NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
por: Kontras, Konstantinos, et al.
Publicado: (2026)
por: Kontras, Konstantinos, et al.
Publicado: (2026)
Multi-scale Masked Autoencoder for Electrocardiogram Anomaly Detection
por: Zhou, Ya, et al.
Publicado: (2025)
por: Zhou, Ya, et al.
Publicado: (2025)
Diffusion-Guided Pretraining for Brain Graph Foundation Models
por: Wei, Xinxu, et al.
Publicado: (2026)
por: Wei, Xinxu, et al.
Publicado: (2026)
Masked Transformer for Electrocardiogram Classification
por: Zhou, Ya, et al.
Publicado: (2023)
por: Zhou, Ya, et al.
Publicado: (2023)
Contrastive Representation Learning Helps Cross-institutional Knowledge Transfer: A Study in Pediatric Ventilation Management
por: Liu, Yuxuan, et al.
Publicado: (2025)
por: Liu, Yuxuan, et al.
Publicado: (2025)
Variational Graph Contrastive Learning
por: Xie, Shifeng, et al.
Publicado: (2024)
por: Xie, Shifeng, et al.
Publicado: (2024)
Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression
por: Noroozizadeh, Shahriar, et al.
Publicado: (2023)
por: Noroozizadeh, Shahriar, et al.
Publicado: (2023)
Improving Early Prediction of Type 2 Diabetes Mellitus with ECG-DiaNet: A Multimodal Neural Network Leveraging Electrocardiogram and Clinical Risk Factors
por: Mohsen, Farida, et al.
Publicado: (2025)
por: Mohsen, Farida, et al.
Publicado: (2025)
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
por: Liu, Qingxiang, et al.
Publicado: (2024)
por: Liu, Qingxiang, et al.
Publicado: (2024)
Ejemplares similares
-
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
por: Malekzadeh, Mohammad, et al.
Publicado: (2023) -
PaPaGei: Open Foundation Models for Optical Physiological Signals
por: Pillai, Arvind, et al.
Publicado: (2024) -
EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model
por: Xu, Yuhao, et al.
Publicado: (2025) -
AdaBet: Gradient-free Layer Selection for Efficient Training of Deep Neural Networks
por: Tenison, Irene, et al.
Publicado: (2025) -
Contrastive Self-Supervised Learning at the Edge: An Energy Perspective
por: Famá, Fernanda, et al.
Publicado: (2025)