Natural Language Processing in Healthcare: Unlocking the Potential of Clinical Narratives
Ключевые слова:
natural language processing, clinical narratives, healthcare data, artificial intelligence, electronic health records, patient outcomes, disease prediction, clinical decision support, unstructured data, medical AIАннотация
Natural Language Processing (NLP) has revolutionized the healthcare sector by enabling the analysis of clinical narratives, such as physician notes, patient histories, discharge summaries, and other unstructured text data. Clinical narratives contain valuable insights into patient conditions, medical histories, and treatment responses that are often overlooked or underutilized due to their unstructured nature. NLP techniques, powered by artificial intelligence (AI), are capable of extracting critical information from these texts, facilitating more accurate diagnoses, better treatment planning, and improved patient outcomes. By automating the extraction of meaningful data from medical records, NLP allows healthcare providers to access a comprehensive and actionable understanding of patient health, leading to more personalized and efficient care.
