European Journal of Computer Science and Information Technology, Год журнала: 2025, Номер 13(22), С. 87 - 104
Опубликована: Апрель 15, 2025
Healthcare organizations face mounting challenges in extracting meaningful insights from the vast amount of unstructured clinical text data generated daily. This article explores how cloud-based Natural Language Processing (NLP) models are transforming documentation analysis, enabling healthcare providers to unlock valuable information at scale. By deploying advanced NLP technologies cloud environments, can efficiently identify key medical concepts, recognize relationships, and extract patterns physician notes, discharge summaries, radiology reports. The technological foundations, implementation approaches, practical applications, ethical considerations these systems examined alongside emerging trends that promise further enhance their capabilities. Cloud-based represents a transformative approach for institutions seeking convert narrative into actionable intelligence while maintaining security regulatory compliance.
Язык: Английский