843 citations
- Delft University of TechnologyNL35 papers
- Leiden UniversityNL29 papers
- Centrum Wiskunde & InformaticaNL13 papers
- University Medical Center UtrechtNL13 papers
- Utrecht UniversityNL11 papers
- Amsterdam University Medical CentersNL9 papers
- Radboud University NijmegenNL9 papers
- University of AmsterdamNL9 papers
- University of TwenteNL9 papers
- Erasmus MCNL8 papers
- University College LondonGB8 papers
- Eindhoven University of TechnologyNL7 papers
9 papers · 1 filter
Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless +22
Prognostic information is essential for decision-making in breast cancer management. Recently trials have predominantly focused on genomic prognostication tools, even though clinic…
Performance evaluation of predictive AI models to support medical decisions: Overview and guidance
Ben Van Calster, Gary S. Collins, Andrew J. Vickers +11
A myriad of measures to illustrate performance of predictive artificial intelligence (AI) models have been proposed in the literature. Selecting appropriate performance measures is…
Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning
Melda Yeghaian, Zuhir Bodalal, Daan van den Broek +4
Purpose: Immunotherapies have revolutionized the landscape of cancer treatments. However, our understanding of response patterns in advanced cancers treated with immunotherapy rema…
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund +7
Existing methods to characterise the evolving condition of traumatic brain injury (TBI) patients in the intensive care unit (ICU) do not capture the context necessary for individua…
Bias Discovery in Machine Learning Models for Mental Health
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff +2
Fairness and bias are crucial concepts in artificial intelligence, yet they are relatively ignored in machine learning applications in clinical psychiatry. We computed fairness met…
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou +3
Violence risk assessment in psychiatric institutions enables interventions to avoid violence incidents. Clinical notes written by practitioners and available in electronic health r…