Elena Daskalaki

17 papers A* 1B 2Misc 1Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes.
Biomed. Signal Process. Control.
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
2024 — conf
Meta-optimised Time-index Modeling for Glucose Excursion Prediction.
BIBM
Ran Cui, Hanna Suominen, Christopher J. Nolan, Elena Daskalaki
2023 — conf
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising.
AI (1)
Brenda Wang, Chirath Hettiarachchi, Hanna Suominen, Elena Daskalaki
2023 — conf
Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease.
MedInfo
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
2023 — conf
Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease.
EMBC
Robin Vlieger, Hanna Suominen, Deborah Apthorp, Christian J. Lück, Elena Daskalaki
2023 — conf
Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes.
EMBC
Ran Cui, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
2022 B conf
CILex: An Investigation of Context Information for Lexical Substitution Methods.
COLING
Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen
2022 Misc conf
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes.
AI
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
2022 J jnl
The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.
BMC Medical Informatics Decis. Mak.
Md. Zakir Hossain, Elena Daskalaki, Anne Brüstle, Jane Desborough, Christian Lück, Hanna Suominen
2022 A* conf
Video Moment Retrieval from Text Queries via Single Frame Annotation.
SIGIR
Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, Yu-Gang Jiang
2022 J jnl
Video Moment Retrieval from Text Queries via Single Frame Annotation.
CoRR
Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, De Wei, Huyang Sun, Yu-Gang Jiang
2021 — conf
A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning.
Nursing Informatics
Ran Cui, Elena Daskalaki, Md. Zakir Hossain, Artem Lenskiy, Christopher J. Nolan, Hanna Suominen
2021 B conf
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network.
CBMS
Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
2021 — conf
The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease.
Nursing Informatics
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
2014 — conf
Multi-model data fusion to improve an early warning system for hypo-/hyperglycemic events.
EMBC
Ransford Henry Botwey, Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou
2013 J jnl
An Actor-Critic based controller for glucose regulation in type 1 diabetes.
Comput. Methods Programs Biomed.
Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou
2013 — conf
Personalized tuning of a reinforcement learning control algorithm for glucose regulation.
EMBC
Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou