Overcoming challenges in extracting prescribing habits from veterinary clinics using big data and deep learning.
Sign Up to like & getrecommendations! Published in 2022 at "Australian veterinary journal"
DOI: 10.1111/avj.13145
Abstract: Understanding antimicrobial usage patterns and encouraging appropriate antimicrobial usage is a critical component of antimicrobial stewardship. Studies using VetCompass Australia and Natural Language Processing (NLP) have demonstrated antimicrobial usage patterns in companion animal practices across… read more here.
Keywords: clinical records; deep learning; overcoming challenges; extracting prescribing ... See more keywords
Opportunities and Challenges of Extracting Values in Autobiographical Narratives
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.886455
Abstract: We report three studies in which we applied a value dictionary to narratives. Our objective was to test a theory-driven value dictionary for extracting valuable information from autobiographical and narrative texts. In Studies 1 (N… read more here.
Keywords: values autobiographical; challenges extracting; value; opportunities challenges ... See more keywords