Hanna Suominen - UTU Research Portal

Hanna Suominen

- Docent,
Department of Computing (Faculty of Technology)

hajasu@utu.fi

Publications

1 of 9

Automated detection of algorithm debt in deep learning frameworks: an empirical study (2026)
- Empirical Software Engineering
Simon, Emmanuel Iko-Ojo; Hettiarachchi, Chirath; Potanin, Alex; Suominen, Hanna; Fard, Fatemeh
(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
Zhou, Mingming; Parkinson, Anne; Watts, Leanne; Veitch, Julie; Suominen, Hanna; Desborough, Jane
(A1 Refereed original research article in a scientific journal)
Text-to-Text Automatic Story Generation: A Survey (2026) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics : (Volume 4: Student Research Workshop) Ma, Yuan; Susilo, Richard; Haslum, Patrik; Suominen, Hanna
(A4 Refereed article in a conference publication )
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
MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics Timms, David; Hettiarachchi, Chirath; Suominen, Hanna
(A4 Refereed article in a conference publication )
Contrastive Language-Entity Pre-training for Richer Knowledge Graph Embedding (2025)
- Lecture Notes in Computer Science
Pattern Recognition and Artificial Intelligence: 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, South Korea, July 03–06, 2024, Proceedings, Part I Papaluca Andrea; Krefl Daniel; Lensky Artem; Suominen Hanna
(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
MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics Vlieger, Robin; Rizia, Mst Mousumi; Amjadipour, Abolfazl; Cherbuin, Nicolas; Brüstle, Anne; Suominen, Hanna
(Poster)
Measuring Fatigue in Multiple Sclerosis: A Rapid Review (2025)
- The Patient - Patient-Centered Outcomes Research
Namsrai, Tergel; Parkinson, Anne; Burns, Richard; Herkes, Geoffrey; Elisha, Mark; Chisholm, Katrina; Drew, Janet; Fanning, Vanessa; Brüstle, Anne; Suominen, Hanna; Cherbuin, Nicolas; Desborough, Jane
(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
John, Alishba T.; Qian, Jing; Wang, Qi; Garay-Rairan, Fabian S.; Bandara, Y. M. Nuwan D. Y.; Lensky, Artem; Murugappan, Krishnan; Suominen, Hanna; Tricoli, Antonio
(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
Zhou, Mingming; Parkinson, Anne; Lyu, Mengyu Andy; Suominen, Hanna; Watts, Leanne; Desborough, Jane
(A2 Refereed review article in a scientific journal )