Frontiers in Artificial Intelligence

AUG 11, 2026 · JOURNAL ARTICLE

Application of dimensionality reduction and clustering techniques for the analysis of Carrion's disease cases in the period 2000–2024

Frontiers in Artificial Intelligence

An exploratory machine learning analysis of surveillance data using unsupervised methods to identify epidemiological profiles; methodologically sound for its class but lacks clinical validation, prospective application, or outcome prediction.

JUL 15, 2026 · JOURNAL ARTICLE

Artificial intelligence in cardiology: implications for healthcare outcomes

Frontiers in Artificial Intelligence

An integrative review and expert position paper identifying gaps in AI/precision medicine implementation for diverse cardiovascular populations, calling for systemic restructuring before deployment rather than reporting new empirical evidence.