Hanna Suominen
Publications 
2 of 5
- 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
(A1 Refereed original research article in a scientific journal) - 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
(A1 Refereed original research article in a scientific journal) - 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
(A4 Refereed article in a conference publication ) - Neural Network-Based Financial Volatility Forecasting: A Systematic Review (2023)
- ACM Computing Surveys
(A2 Refereed review article in a scientific journal ) - TextSimplifier : A Modular, Extensible, and Context Sensitive Simplification Framework for Improved Natural Language Understanding (2023) TSAR 2023 : Proceedings of the 2nd edition of the Workshop on Text Simplification, Accessibility and Readability - associated with The 14th International Conference on Recent Advances in Natural Language Processing’2023 Seneviratne Sandaru, Daskalaki Elena, Suominen Hanna
(A4 Refereed article in a conference publication ) - 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
(A1 Refereed original research article in a scientific journal) - Transfer learning for hate speech detection in social media (2023)
- Journal of computational social science
(A1 Refereed original research article in a scientific journal) - Analyzing Suicide Risk From Linguistic Features in Social Media: Evaluation Study (2022)
- JMIR Formative Research
(A1 Refereed original research article in a scientific journal) - 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
(A4 Refereed article in a conference publication ) - 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
(A1 Refereed original research article in a scientific journal) - Automatic Gloss Dictionary for Sign Language Learners (2022)
- Annual Meeting of the Association for Computational Linguistics
(A4 Refereed article in a conference publication ) - Dynamic consent and personalised medicine (2022)
- Medical Journal of Australia
(B1 Non-refereed article in a scientific journal) - Integrating Multiple Inputs Into an Artificial Pancreas System: Narrative Literature Review (2022)
- JMIR Diabetes
(A2 Refereed review article in a scientific journal ) - Machine Learning Improves Upon Clinicians' Prediction of End Stage Kidney Disease (2022)
- Frontiers in Medicine
(A1 Refereed original research article in a scientific journal) - m-Networks: Adapting the Triplet Networks for Acronym Disambiguation (2022) Proceedings of the 4th Clinical Natural Language Processing Workshop Seneviratne Sandaru, Daskalaki Elena, Lenskiy Artem, Suominen Hanna
(A4 Refereed article in a conference publication ) - Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes (2022)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction (2022) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop Papaluca Andrea, Krefl Daniel, Suominen Hanna, Lenskiy Artem
(A4 Refereed article in a conference publication ) - Scoping natural language processing in Indonesian and Malay for education applications (2022)
- Annual Meeting of the Association for Computational Linguistics
(A4 Refereed article in a conference publication ) - The current understanding of precision medicine and personalised medicine in selected research disciplines: study protocol of a systematic concept analysis (2022)
- BMJ Open
(A1 Refereed original research article in a scientific journal) - The Potential of Current Noninvasive Wearable Technology for the Monitoring of Physiological Signals in the Management of Type 1 Diabetes: Literature Survey (2022)
- Journal of Medical Internet Research
(A2 Refereed review article in a scientific journal )
UTU Research Portal