Natural language processing

Natural language processing

Improving Classification of Myocardial Infarction with Machine Learning in a Diverse Population

Researchers at Harvard Medical School have made a significant breakthrough in the classification of myocardial infarction (heart attack) in diverse populations using machine learning algorithms. The study, published in the American Journal of Epidemiology, aimed to investigate the performance of machine learning (ML) phenotyping pipelines in classifying myocardial infarction in

Natural language processing

Deriving Insights from Open-Ended Learner Feedback: Exploring Natural Language Processing Approaches

Researchers at the Centre for Addiction and Mental Health in Toronto, Canada, have investigated the use of natural language processing (NLP) methods to analyze open-ended feedback from learners participating in continuing health education. The study aimed to evaluate the effectiveness of NLP approaches in providing valuable insights for adapting education

Natural language processing

Harmonizing Mental Health Assessment: Breaking Down Formal Thought Disorder into Manageable Subconstructs

Despite being a common and cross-diagnosed symptom dimension across mental disorders, formal thought disorder (FTD) remains plagued by inconsistent terminology and conceptual standardization. Clinicians use a mix of FTD-specific scales and items from generic scales, which can lead to misunderstandings and misclassifications. Researchers have now developed a novel method using

Natural language processing

Natural Language Processing as Digital Veda: A Humanistic Framework for Language, Ethics, and AI

Researchers at Goldsmiths University in London, United Kingdom, have introduced a new framework for understanding Natural Language Processing (NLP) as a culturally rooted communicative infrastructure, inspired by the ancient Vedic tradition of structured knowledge preservation and ethical discourse. This interdisciplinary approach draws on India's linguistic and philosophical heritage,