Elena Daskalaki

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Magnetic Resonance

Disease Progression

Top Venues

Nursing Informatics

BMC Medical Informatics Decis. Mak.

Publications

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes. Biomed. Signal Process. Control. 90 (2024)
Robin Vlieger, Hanna Suominen, Deborah Apthorp, Christian J. Lück, Elena Daskalaki
Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease. EMBC (2023)
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease. MedInfo (2023)
Ran Cui, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes. EMBC (2023)
Brenda Wang, Chirath Hettiarachchi, Hanna Suominen, Elena Daskalaki
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising. AI (1) (2023)
Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen
CILex: An Investigation of Context Information for Lexical Substitution Methods. COLING (2022)
Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, Yu-Gang Jiang
Video Moment Retrieval from Text Queries via Single Frame Annotation. SIGIR (2022)
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes. AI (2022)
Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, De Wei, Huyang Sun, Yu-Gang Jiang
Video Moment Retrieval from Text Queries via Single Frame Annotation. CoRR (2022)
Md. Zakir Hossain, Elena Daskalaki, Anne Brüstle, Jane Desborough, Christian Lück, Hanna Suominen
The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Ran Cui, Elena Daskalaki, Md. Zakir Hossain, Artem Lenskiy, Christopher J. Nolan, Hanna Suominen
A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning. Nursing Informatics (2021)
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease. Nursing Informatics (2021)
Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. CBMS (2021)
Ransford Henry Botwey, Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou
Multi-model data fusion to improve an early warning system for hypo-/hyperglycemic events. EMBC (2014)
Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou
Personalized tuning of a reinforcement learning control algorithm for glucose regulation. EMBC (2013)
Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou
An Actor-Critic based controller for glucose regulation in type 1 diabetes. Comput. Methods Programs Biomed. 109 (2) (2013)