Clinically-applicable prediction of hospital stay and patient similarity retrieval in paediatric cardiology using machine learning

Abstract Paediatric cardiology presents challenges due to the rarity and complexity of conditions like congenital heart disease. Using retrospective electronic healthcare records from 1,522 Great Ormond Street Hospital cases, we benchmark machine learning models to predict length of stay and retriev...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Louise Rigny, Iona Biggart, Kimberley Zakka, Jingteng Li, Alexander Capstick, Sebin Sabu, Pavithra Rajendran, Shankar Sridharan, Sumera Farooq, Andrew Taylor, John Booth, Shiren Patel, Padmanabhan Ramnarayan, Neil Sebire, Cho Ng, Payam Barnaghi
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2026-05-01
Цуврал:	Nature Communications
Онлайн хандалт:	https://doi.org/10.1038/s41467-026-73021-3
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!