A5092017259- Biomedical Text Mining and Ontologies
- Electronic Health Records Systems
- Pharmaceutical Practices and Patient Outcomes
- Chronic Disease Management Strategies
- Health Systems, Economic Evaluations, Quality of Life
- Glaucoma and retinal disorders
- Topic Modeling
Fraunhofer Institute for Applied Information Technology
2022-2024
Europe's healthcare systems require enhanced interoperability and digitalization, driving a demand for innovative solutions to process legacy clinical data. This paper presents the results of our project, which aims leverage Large Language Models (LLMs) extract structured information from unstructured reports, focusing on patient history, diagnoses, treatments, other predefined categories. We developed workflow with user interface evaluated LLMs varying sizes through prompting strategies...
Abstract Background In times of omnipresent digitization and big data, telemedicine electronic case files (ECFs) are gaining ground for networking between players in the health care sector. context SALUS study, this approach is applied practice form platforms to display process disease-relevant data glaucoma patients. Objectives The ECF designed implemented support acquisition presentation, monitoring, outcome control patients suffering from a clinical setting. Its main aim provide means...
According to the European Union, health care sector is still lacking adoption of healthcare standards and interoperable solutions [11] [13]. The EU expects through exchange data (i) a better access for citizens services, (ii) increasing patients' sovereignty empowerment (iii) service provision research innovation, policymaking, regulatory decisions. To address this challenge, we present in paper some further developments our distributed e-health framework [47] [23] [42] [34]. We...