A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare
WIREs Data Mining and Knowledge Discovery, Volume 15, Issue 2, June 2025.This study highlights three essential principles for conducting high‐quality and responsible healthcare research. The first principle, ethical soundness, focuses on protecting individuals by addressing potential biases, respecting privacy regulations, applying data anonymization techniques, using secure data‐sharing protocols, and ensuring informed ...
Leona Cilar Budler +6 more
wiley +1 more source
Nat-UV DB: A Natural Products Database Underlying of Veracruz-Mexico. [PDF]
F1000ResLópez-López E +5 more
europepmc +1 more source
JICST factual database. (1). The outline and online services.
Journal of Information Processing and Management, 1988 openaire +3 more sources
The Role of Causality in Explainable Artificial Intelligence
WIREs Data Mining and Knowledge Discovery, Volume 15, Issue 2, June 2025.Reviewing the literature to uncover how eXplainable Artificial Intelligence (XAI) and causality are related—the three main perspectives. ABSTRACT Causality and eXplainable Artificial Intelligence (XAI) have developed as separate fields in computer science, even though the underlying concepts of causation and explanation share common ancient roots. This
Gianluca Carloni +2 more
wiley +1 more source
Identifying Misinformation About Unproven Cancer Treatments on Social Media Using User-Friendly Linguistic Characteristics: Content Analysis. [PDF]
JMIR InfodemiologyFridman I +5 more
europepmc +1 more source
Exploring Causal Learning Through Graph Neural Networks: An In‐Depth Review
WIREs Data Mining and Knowledge Discovery, Volume 15, Issue 2, June 2025.Graphical abstract of the survey with a taxonomical approach to causal learning with graph neural networks. ABSTRACT In machine learning, exploring data correlations to predict outcomes is a fundamental task. Recognizing causal relationships embedded within data is pivotal for a comprehensive understanding of system dynamics, the significance of which ...
Simi Job +6 more
wiley +1 more source
Evaluating the competency of ChatGPT in MRCP Part 1 and a systematic literature review of its capabilities in postgraduate medical assessments. [PDF]
PLoS OneVij O +4 more
europepmc +1 more source
The evidence regarding diversity's effect on firm performance
American Business Law Journal, Volume 62, Issue 2, Page 75-93, Summer 2025.Abstract Regulators, legislatures, and advocacy groups assert that diversity improves decision‐making in groups when pushing firms to change the way they select managers, officers, and directors. Likewise, consulting firms trumpet diversity as a path to better organizational outcomes, citing impressive‐sounding performance differentials between diverse
Jonathan Klick
wiley +1 more source
Current and future state of evaluation of large language models for medical summarization tasks. [PDF]
Npj Health SystCroxford E +9 more
europepmc +1 more source