Using natural language processing and patient journey clustering for temporal phenotyping of antimicrobial therapies for cat bite abscesses

Author:

Hur BrianORCID,Verspoor Karin M.,Baldwin Timothy,Hardefeldt Laura Y.,Pfeiffer Caitlin,Mansfield Caroline,Scarborough Riati,Gilkerson James R.

Funder

National Library of Medicine

Australian Research Council

Publisher

Elsevier BV

Subject

Animal Science and Zoology,Food Animals

Reference48 articles.

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2. Alsentzer, E., Murphy, J.R., Boag, W., Weng, W.-H., Jin, D., Naumann, T., McDermott, M.B.A., 2019. Publicly Available Clinical BERT Embeddings.

3. Arthur, D., Vassilvitskii, S., 2006. k-means++: The Advantages of Careful Seeding 11.

4. AVPG) - Companion Animal Medical Guidelines for Skin, 2023. URL 〈https://vetantibiotics.science.unimelb.edu.au/companion-animal-guidelines/medical-guidelines/skin/〉 (Accessed 11.8.23).

5. Effect of antibiotic stewardship on the incidence of infection and colonisation with antibiotic-resistant bacteria and clostridium difficile infection: a systematic review and meta-analysis;Baur;Lancet Infect. Dis.,2017

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