Zobrazeno 1 - 10
of 232
pro vyhledávání: '"WILK, Szymon"'
In this paper, we share our experience of developing a hybrid execution environment for computer-interpretable guidelines (CIGs) in PROforma. The proposed environment is part of the CAPABLE system which provides coaching for cancer patients and decis
Externí odkaz:
http://arxiv.org/abs/2404.05011
Autor:
Lisowska, Aneta, Wilk, Szymon, Locati, Laura, Rizzo, Mimma, Sacchi, Lucia, Quaglini, Silvana, Terzaghi, Matteo, Tibollo, Valentina, Peleg, Mor
Digital Behavior Change Interventions (DBCIs) are supporting development of new health behaviors. Evaluating their effectiveness is crucial for their improvement and understanding of success factors. However, comprehensive guidance for developers, pa
Externí odkaz:
http://arxiv.org/abs/2403.12007
Ontologies play a crucial role in organizing and representing knowledge. However, even current ontologies do not encompass all relevant concepts and relationships. Here, we explore the potential of large language models (LLM) to expand an existing on
Externí odkaz:
http://arxiv.org/abs/2311.06858
We are developing a virtual coaching system that helps patients adhere to behavior change interventions (BCI). Our proposed system predicts whether a patient will perform the targeted behaviour and uses counterfactual examples with feature control to
Externí odkaz:
http://arxiv.org/abs/2304.03392
Publikováno v:
Journal of Biomedical Informatics. 2022 Dec 28:104276
Designing theory-driven digital health interventions is a challenging task that needs support. We created a guide for the incomers in the field on how to design digital health interventions with case studies from the Cancer Better Life Experience (CA
Externí odkaz:
http://arxiv.org/abs/2205.10679
Increasingly complex learning methods such as boosting, bagging and deep learning have made ML models more accurate, but harder to understand and interpret. A tradeoff between performance and intelligibility is often to be faced, especially in high-s
Externí odkaz:
http://arxiv.org/abs/2110.08272
Publikováno v:
In Journal of Biomedical Informatics August 2024 156
Publikováno v:
In Journal of Biomedical Informatics June 2024 154
Publikováno v:
In Artificial Intelligence In Medicine June 2023 140
Publikováno v:
In Journal of Biomedical Informatics February 2023 138