Mapping physicians' admission diagnoses to structured concepts towards fully automatic calculation of acute physiology and chronic health evaluation score

CHANDRA, Subhash; KASHYAP, Rahul; TRILLO-ALVAREZ, Cesar; TSAPENKO, Mykola; Yilmaz, MURAT; HANSON, Andrew; PICKERING, Brian; GAJIC, Ognjen; HERASEVICH, Vitaly

doi:10.1136/bmjopen-2011-000216

Mapping physicians' admission diagnoses to structured concepts towards fully automatic calculation of acute physiology and chronic health evaluation score

CHANDRA S., KASHYAP R., TRILLO-ALVAREZ C. A., TSAPENKO M., Yilmaz M., HANSON A. C., ...Daha Fazla

BMJ OPEN, cilt.1, sa.2, 2011 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 1 Sayı: 2
Basım Tarihi: 2011
Doi Numarası: 10.1136/bmjopen-2011-000216
Dergi Adı: BMJ OPEN
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Açık Arşiv Koleksiyonu: AVESİS Açık Erişim Koleksiyonu
Akdeniz Üniversitesi Adresli: Evet

Özet

Objective: Acute Physiology and Chronic Health Evaluation (APACHE) is most widely used as a mortality prediction score in US intensive care units (ICUs), but its calculation is onerous. The authors aimed to develop and validate automatic mapping of physicians' admission diagnoses to structured concepts for automated APACHE IV calculation.