Hanna Suominen
Publications
- Automated detection of algorithm debt in deep learning frameworks: an empirical study (2026)
- Empirical Software Engineering
(A1 Refereed original research article in a scientific journal) - Consumer Engagement in Chronic Conditions Research: An Integrated Framework Informed by Recognition Theory (2026)
- Health Expectations
(A1 Refereed original research article in a scientific journal) - Can Augmented Reality Head-Mounted Display Exergames Support the Management of Multiple Sclerosis at Home? Workshop Discussions with Researchers and Experts with Lived Experience of MS (2025) CHI EA '25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems Adiwangsa, Michelle; Suominen, Hanna; Sweetser, Penny
(Abstract) - Comparing Deterministic and Stochastic Reinforcement Learning for Glucose Regulation in Type 1 Diabetes (2025)
- Studies in Health Technology and Informatics
(A4 Refereed article in a conference publication ) - Contrastive Language-Entity Pre-training for Richer Knowledge Graph Embedding (2025)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Disentangling Blood-Based Markers of Multiple Sclerosis Through Machine Learning: An Evaluation Study (2025)
- Studies in Health Technology and Informatics
(Poster) - Measuring Fatigue in Multiple Sclerosis: A Rapid Review (2025)
- The Patient - Patient-Centered Outcomes Research
(A2 Refereed review article in a scientific journal ) - Metal Oxide-Metal Organic Framework Layers for Discrimination of Multiple Gases Employing Machine Learning Algorithms (2025)
- ACS Applied Materials and Interfaces
(A1 Refereed original research article in a scientific journal) - Supporting consumer engagement in health research about chronic conditions: a scoping review of evidence-based resources (2025)
- Research involvement and engagement
(A2 Refereed review article in a scientific journal ) - TULUN: Transparent and Adaptable Low-resource Machine Translation (2025)
- Annual Meeting of the Association for Computational Linguistics
(A4 Refereed article in a conference publication ) - Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising (2024)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease (2024)
- Studies in Health Technology and Informatics
(A4 Refereed article in a conference publication ) - Explaining predictors of discharge destination assessed along the patients’ acute stroke journey (2024)
- Journal of Stroke and Cerebrovascular Diseases
(A1 Refereed original research article in a scientific journal) - Exploring Opportunities for Augmenting Homes to Support Exercising (2024)
- ACM SIGCHI Annual Conference on Human Factors in Computing Systems
(A4 Refereed article in a conference publication ) - G2P2C : A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes (2024)
- Biomedical Signal Processing and Control
(A1 Refereed original research article in a scientific journal) - Meta-optimised Time-index Modeling for Glucose Excursion Prediction (2024)
- Proceedings (IEEE International Conference on Bioinformatics and Biomedicine)
(A4 Refereed article in a conference publication ) - Neural Networks in Forecasting Financial Volatility (2024)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Optimising Personalised Medical Insights by Introducing a Scalable Health Informatics Application for Sensor Data Extraction, Preprocessing, and Analysis (2024)
- Studies in Health Technology and Informatics
(A4 Refereed article in a conference publication ) - Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation (2024)
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
(A4 Refereed article in a conference publication ) - The use of event-related potentials in the investigation of cognitive performance in people with Multiple Sclerosis : Systematic review (2024)
- Brain Research
(A2 Refereed review article in a scientific journal )



