Overcoming Big Data Interoperability Challenges Generated by Ubiquitous Devices Outside Traditional Health Systems: A Systematic Review Protocol. [PDF]
Banik K +3 more
europepmc +1 more source
Text Mining in Bibliometrics and Science Mapping: A Methodological Review
Text mining has become a foundational component of contemporary bibliometrics and science mapping, enabling systematic analysis of the semantic structure, thematic evolution, and cognitive organization of scientific fields. Integrating textual evidence with relational indicators enriches knowledge maps and supports more comprehensive, content‐sensitive
Michelangelo Misuraca
wiley +1 more source
A call for action to strengthen stakeholder readiness for ICF data exchange in European health data space: a structured narrative review. [PDF]
Nieminen L +5 more
europepmc +1 more source
Large Language Models for Explainable Medical Text Summarization: A Systematic Literature Review
The graphical abstract highlights the three key aspects addressed in this review: the technical background of medical text summarization methods relevant to clinical decision support; the LLM background in providing context for its diagnosis and clinical significance; and clinical decision support with summarization and explainability in patient care ...
Aleka Melese Ayalew +3 more
wiley +1 more source
Blockchain applications in electronic health records: a systematic review of qualitative and quantitative evidence. [PDF]
Chandak A, Chandak P, Soni N.
europepmc +1 more source
Deep Learning for Satellite‐Based Forest Disturbance Monitoring: Recent Advances and Challenges
Overview of key research challenges in forest disturbance monitoring, including the detection of disturbances of varying severity, the attribution of disturbance agents, and the development of models capable of generalizing across regions. ABSTRACT Climate change and land use pressures are intensifying forest disturbances in many world regions, as ...
Carolina Natel +3 more
wiley +1 more source
Federated, governed, and interoperable? The emerging architecture of public human genomic data infrastructures: a European perspective. [PDF]
Tangaro MA +3 more
europepmc +1 more source
Abstract Preregistration is an open science practice which aims to improve research transparency and mitigate questionable research practices, like cherry‐picking results. It helps protect against cognitive biases, like hindsight bias, that can influence how study outcomes are interpreted.
Elliot Gould +9 more
wiley +1 more source
Exploring Technological Solutions for Interoperability Between Patient Electronic Medical Records and Clinical Registries: Scoping Review. [PDF]
Haynes E +10 more
europepmc +1 more source
ABSTRACT Background Vascular liver diseases (VLDs) predominantly affect young adults and require lifelong monitoring. The health‐related quality of life (HRQoL) of patients with VLDs is deteriorated, with high levels of fatigue and depressive symptoms, but their lived experience and unmet needs remain unknown.
Anouck Alary +17 more
wiley +1 more source

