Papers

Basic information

Name Shogo Miyazaki
Belonging department Department of Acupuncture and Moxibustion,Faculty of Health Care
Occupation name Professor
researchmap researcher code
researchmap agency

Title 

Interpretable machine learning model for outcome prediction in patients with aneurysmatic subarachnoid hemorrhage.（動脈瘤性くも膜下出血患者の転帰を予測するための解釈可能な機械学習モデル）

					

					

						

							

								

									
Bibliography　Type 

									
								

							

						

						
Joint Author

					

					

						

							

								

									
Summary 

									
								

							

						

						
A machine learning model was developed to predict outcomes at discharge in patients with aneurysmal subarachnoid hemorrhage, using data from 718 patients at five hospitals. The results showed that in addition to existing factors such as age and severity, the model including higher brain dysfunction showed high prediction accuracy.


					

					

						

							

								

									
Magazine(name) 

									
								

							

						

						
Critical care (Crit Care)

					

					

						

							

								

									
Date of Issue 

									
								

							

						

						
202501