Defining Effective Engagement For Enhancing Cancer Patients' Well-being with Mobile Digital Behavior Change Interventions

no code implementations • 18 Mar 2024 • Aneta Lisowska, Szymon Wilk, Laura Locati, Mimma Rizzo, Lucia Sacchi, Silvana Quaglini, Matteo Terzaghi, Valentina Tibollo, Mor Peleg

Digital Behavior Change Interventions (DBCIs) are supporting development of new health behaviors.

Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness

no code implementations • 19 Nov 2023 • Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng

Evidence-based medicine promises to improve the quality of healthcare by empowering medical decisions and practices with the best available evidence.

Can Large Language Models Augment a Biomedical Ontology with missing Concepts and Relations?

1 code implementation • 12 Nov 2023 • Antonio Zaitoun, Tomer Sagi, Szymon Wilk, Mor Peleg

Ontologies play a crucial role in organizing and representing knowledge.

Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge

no code implementations • 6 Apr 2023 • Aneta Lisowska, Szymon Wilk, Mor Peleg

We are developing a virtual coaching system that helps patients adhere to behavior change interventions (BCI).

counterfactual

Supervised Machine Learning Algorithm for Detecting Consistency between Reported Findings and the Conclusions of Mammography Reports

no code implementations • 28 Feb 2022 • Alexander Berdichevsky, Mor Peleg, Daniel L. Rubin

Our term normalization algorithm correctly identified 97% of the BI-RADS descriptors in mammography reports.

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