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ORCIDHanna Suominen
- > Home > Persons > Hanna Suominen
Publications
- 2024
[j21]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: 105839 (2024)- 2023
- [c76]Brenda Wang, Chirath Hettiarachchi, Hanna Suominen, Elena Daskalaki:
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising. AI (1) 2023: 495-506 - [c75]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: 1-7 - [c74]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: 1-5 - [c73]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: 1480-1481 - 2022
- [j15]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): 242 (2022) - [c68]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: 557-570 - [c67]Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen:
CILex: An Investigation of Context Information for Lexical Substitution Methods. COLING 2022: 4124-4135 - [c66]Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen:
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation. EMBC 2022: 950-956 - 2021
- [c63]Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen:
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. CBMS 2021: 154-159 - [c57]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: 36-38 - [c56]Sandaru Seneviratne, Artem Lenskiy, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen:
Comparison of Word and Character Level Information for Medical Term Identification Using Convolutional Neural Networks and Transformers. Nursing Informatics 2021: 249-253 - [c55]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: 333-335
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last updated on 2024-09-26 01:55 CEST by the dblp team
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