An analytical evaluation of imputation methods for enhancing cardiac care data integrity

Electronic Health Records (EHRs) are comprised of digitally stored patient and population health data. Unfortunately, EHRs are often far from complete, and these incomplete health records are referred to as missingness. Missingness in EHRs is a hindrance factor in utilizing Machine Learning (ML) for...

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Үндсэн зохиолчид:	Rajarajeswari Ganesan, Carlijn M.A. Buck, Chang Sun, Marcel van’t Veer, Lukas R.C. Dekker, Frans N. van de Vosse, Wouter Huberts
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2026-06-01
Цуврал:	Healthcare Analytics
Нөхцлүүд:	Machine Learning Missing data Electronic Health Records Data imputation Clinical studies Cardiovascular diseases
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2772442526000067
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!