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Elena Daskalaki

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024

G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes.

[BibT_eX]

[DOI]

Chirath Hettiarachchi

,

Nicolò Malagutti

,

Christopher J. Nolan

,

,

Elena Daskalaki

Biomed. Signal Process. Control., 2024

2023

Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease.

[BibT_eX]

[DOI]

,

Elena Daskalaki

,

Deborah Apthorp

,

Christian J. Lück

,

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease.

[BibT_eX]

[DOI]

,

,

Deborah Apthorp

,

Christian J. Lück

,

Elena Daskalaki

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes.

[BibT_eX]

[DOI]

,

Christopher J. Nolan

,

Elena Daskalaki

,

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising.

[BibT_eX]

[DOI]

,

Chirath Hettiarachchi

,

,

Elena Daskalaki

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.

[BibT_eX]

[DOI]

Md. Zakir Hossain

,

Elena Daskalaki

,

,

Jane Desborough

,

Christian Lück

,

BMC Medical Informatics Decis. Mak., 2022

Video Moment Retrieval from Text Queries via Single Frame Annotation.

[BibT_eX]

[DOI]

,

,

,

Elena Daskalaki

,

,

,

,

CoRR, 2022

Video Moment Retrieval from Text Queries via Single Frame Annotation.

[BibT_eX]

[DOI]

,

,

,

Elena Daskalaki

,

,

,

,

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation.

[BibT_eX]

[DOI]

Chirath Hettiarachchi

,

Nicolò Malagutti

,

Christopher J. Nolan

,

Eleni Daskalaki

,

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

CILex: An Investigation of Context Information for Lexical Substitution Methods.

[BibT_eX]

[DOI]

Sandaru Seneviratne

,

Elena Daskalaki

,

,

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes.

[BibT_eX]

[DOI]

Chirath Hettiarachchi

,

Nicolò Malagutti

,

Christopher J. Nolan

,

,

Elena Daskalaki

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease.

[BibT_eX]

[DOI]

,

Elena Daskalaki

,

Deborah Apthorp

,

Christian J. Lück

,

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Comparison of Word and Character Level Information for Medical Term Identification Using Convolutional Neural Networks and Transformers.

[BibT_eX]

[DOI]

Sandaru Seneviratne

,

,

Christopher J. Nolan

,

Eleni Daskalaki

,

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning.

[BibT_eX]

[DOI]

,

Elena Daskalaki

,

Md. Zakir Hossain

,

,

Christopher J. Nolan

,

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network.

[BibT_eX]

[DOI]

,

Chirath Hettiarachchi

,

Christopher J. Nolan

,

Elena Daskalaki

,

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

SandiDoc at CLEF 2020 - Consumer Health Search : AdHoc IR Task.

[BibT_eX]

[DOI]

Sandaru Seneviratne

,

Eleni Daskalaki

,

Md. Zakir Hossain

,

Proceedings of the Working Notes of CLEF 2020, 2020

2016

Human physical condition RF sensing at THz range.

[BibT_eX]

[DOI]

Alexander Vorobyov

,

Eleni Daskalaki

,

Cédric Hennemann

,

Jean-Dominique Decotignie

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014

Multi-model data fusion to improve an early warning system for hypo-/hyperglycemic events.

[BibT_eX]

[DOI]

Ransford Henry Botwey

,

Elena Daskalaki

,

,

Stavroula G. Mougiakakou

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

An Actor-Critic based controller for glucose regulation in type 1 diabetes.

[BibT_eX]

[DOI]

Elena Daskalaki

,

,

Stavroula G. Mougiakakou

Comput. Methods Programs Biomed., 2013

Personalized tuning of a reinforcement learning control algorithm for glucose regulation.

[BibT_eX]

[DOI]

Elena Daskalaki

,

,

Stavroula G. Mougiakakou

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

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