Studies in health technology and informatics
May 21, 2026
Implementing patient-trial matching during Clinical Trials (CT) execution requires a time consuming and usually manual processing of eligibility criteria (EC) focusing on those that are both the most relevant at the pre-inclusion step and the most co... read more
Studies in health technology and informatics
May 21, 2026
This study evaluates large language models (LLMs) for information extraction from French PET/CT reports related to cognitive impairment, focusing on descriptive patterns of cerebral metabolism, perfusion and uptake for three radiotracers, as well as ... read more
Studies in health technology and informatics
May 21, 2026
In this paper, we investigate how distribution shift affects model generalizability in medical time-series from intensive care. We define clinically relevant domain adaptation scenarios for predicting hypotension and hypoxemia using the MIMIC-III Mat... read more
Studies in health technology and informatics
May 21, 2026
The increasing workload in inpatient care and the ongoing shortage of skilled workers require new approaches to demand-oriented personnel planning. A machine learning approach is presented that predicts the nursing workload in minutes on a daily basi... read more
Studies in health technology and informatics
May 21, 2026
Clinical decision support systems (CDSSs) can improve the compliance of therapeutic decisions with clinical practice guidelines (CPGs). However, the rapid evolution of CPGs creates major challenges in keeping CDSS knowledge bases up to date. This stu... read more
Studies in health technology and informatics
May 21, 2026
A range of underlying mechanistic relationships influences the incidence of cancer. Understanding these mechanisms can help develop personalized interventions to manage cancer progression. AI-driven biomedical knowledge graphs (KG) can represent comp... read more
Studies in health technology and informatics
May 21, 2026
Headache disorders present diagnostic challenges due to their clinical heterogeneity and the extensive taxonomy of the ICHD-3 classification. While large language models (LLMs) have recently demonstrated impressive diagnostic reasoning capabilities, ... read more
Studies in health technology and informatics
May 21, 2026
Women with a history of gestational diabetes mellitus (GDM) are at elevated risk of developing type 2 diabetes mellitus (T2DM) postpartum. This study explores the use of interpretable machine-learning models to examine associations between clinical, ... read more
Studies in health technology and informatics
May 21, 2026
This scoping review explores how machine learning (ML) has been applied to stroke research within the Earlier Medicine framework, which promotes proactive and personalized care through primary (preventive care), secondary (acute care), and tertiary (... read more
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