Artificial intelligence and the potential for perioperative delabeling of penicillin allergies for neurosurgery inpatients.

Melinda JiangAntoinette LamLydia LamJoshua KovoorJoshua InglisSepehr ShakibWilliam SmithAmal Abou-HamdenStephen Bacchi

Published in: British journal of neurosurgery (2023)

Penicillin allergy labels are common among neurosurgery inpatients. Artificial intelligence can accurately classify penicillin AR in this cohort, and may assist in identifying patients suitable for delabeling.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
end stage renal disease
newly diagnosed
ejection fraction
chronic kidney disease
cardiac surgery
prognostic factors
patient reported outcomes
climate change
acute kidney injury
human health
infectious diseases