Prediction of LDL in hypertriglyceridemic subjects using an innovative ensemble machine learning technique

• Published in: Türk biyokimya dergisi Vol. 48; no. 6; pp. 641 - 652
• Main Authors: Demirci, Ferhat, Emec, Murat, Gursoy Doruk, Ozlem, Ormen, Murat, Akan, Pınar, Hilal Ozcanhan, Mehmet
• Format: Journal Article
• Language: English
• Published: De Gruyter 02.01.2024
• Subjects: Artificial Intelligence; LDL; machine learning; medical care; prediction methods

Determining low-density lipoprotein (LDL) is a costly and time-consuming operation, but triglyceride value above 400 (TG>400) always requires LDL measurement. Obtaining a fast LDL forecast by accurate prediction can be valuable to experts. However, if a high error margin exists, LDL prediction ca...