Hanna Suominen
Publications
- Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising (2024)
- Lecture Notes in Computer Science
(Refereed article in conference proceedings (A4)) - Explaining predictors of discharge destination assessed along the patients’ acute stroke journey (2024)
- Journal of Stroke and Cerebrovascular Diseases
(Refereed journal article or data article (A1)) - Neural Networks in Forecasting Financial Volatility (2024)
- Lecture Notes in Computer Science
(Refereed article in conference proceedings (A4)) - Augmenting Home Objects to Promote Physical Activity at Home (2023) SUI '23: Proceedings of the 2023 ACM Symposium on Spatial User Interaction Adiwangsa Michelle, Sweetser Penny, Stevenson Duncan, Suominen Hanna, Xi Mingze
(Other (O2)) - Early diabetic eye damage: Comparing detection methods using diagnostic power (2023)
- Survey of Ophthalmology
(Refereed review article in scientific journal (A2)) - Ensuring security of artificial pancreas device system using homomorphic encryption (2023)
- Biomedical Signal Processing and Control
(Refereed journal article or data article (A1)) - Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson’s disease (2023)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(Refereed article in conference proceedings (A4)) - Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis (2023)
- Journal of Biomedical Informatics
(Refereed journal article or data article (A1)) - Has machine learning over-promised in healthcare?: A critical analysis and a proposal for improved evaluation, with evidence from Parkinson's disease (2023)
- Artificial Intelligence in Medicine
(Refereed journal article or data article (A1)) - Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes (2023)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(Refereed article in conference proceedings (A4)) - Neural Network-Based Financial Volatility Forecasting: A Systematic Review (2023)
- ACM Computing Surveys
(Refereed review article in scientific journal (A2)) - Toward Diabetes Device Development That Is Mindful to the Needs of Young People Living With Type 1 Diabetes: A Data- and Theory-Driven Qualitative Study (2023)
- JMIR Diabetes
(Refereed journal article or data article (A1)) - Transfer learning for hate speech detection in social media (2023)
- Journal of computational social science
(Refereed journal article or data article (A1)) - Analyzing Suicide Risk From Linguistic Features in Social Media: Evaluation Study (2022)
- JMIR Formative Research
(Refereed journal article or data article (A1)) - A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation (2022)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(Refereed article in conference proceedings (A4)) - A user preference analysis of commercial breath ketone sensors to inform the development of portable breath ketone sensors for diabetes management in young people (2022)
- PLoS ONE
(Refereed journal article or data article (A1)) - Automatic Gloss Dictionary for Sign Language Learners (2022)
- Annual Meeting of the Association for Computational Linguistics
(Refereed article in conference proceedings (A4)) - Dynamic consent and personalised medicine (2022)
- Medical Journal of Australia
(Article or data-article in scientific journal (B1)) - Integrating Multiple Inputs Into an Artificial Pancreas System: Narrative Literature Review (2022)
- JMIR Diabetes
(Refereed review article in scientific journal (A2)) - Machine Learning Improves Upon Clinicians' Prediction of End Stage Kidney Disease (2022)
- Frontiers in Medicine
(Refereed journal article or data article (A1))