Divya Vellanki

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study

Jeremy A. Balch, Sasank Desaraju, Victoria J. Nolan, Divya Vellanki et autres

Background: Operative notes are frequently mined for surgical concepts in clinical care, research, quality improvement, and billing, often requiring hours of manual extraction. These notes are typically analyzed at the document level to determine the presence or absence of specific procedures or …

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Unlocking Health Insights with SDoH Data: A Comprehensive Open-Access Database and SDoH-EHR Linkage Tool

Zhenhong Hu, Esra Adiyeke, Ziyuan Guan, Divya Vellanki et autres

Background: Social determinants of health (SDoH) play a crucial role in influencing health outcomes, accounting for nearly 50% of modifiable health factors and bringing to light critical disparities among disadvantaged groups. Despite the significant impact of SDoH, existing data resources often fall …

Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools

Yingbo Ma, Yukyeong Song, Jeremy A. Balch, Yuanfang Ren et autres

As more clinical workflows continue to be augmented by artificial intelligence (AI), AI literacy among physicians will become a critical requirement for ensuring safe and ethical AI-enabled patient care. Despite the evolving importance of AI in healthcare, the extent to which it …