Deep learning facilitates the diagnosis of adult asthma

Background: We explored whether the use of deep learning to model combinations of symptom-physical signs and objective tests, such as lung function tests and the bronchial challenge test, would improve model performance in predicting the initial diagnosis of adult asthma when compared to the convent...

Full description

Bibliographic Details
Main Authors: Katsuyuki Tomita, Ryota Nagao, Hirokazu Touge, Tomoyuki Ikeuchi, Hiroyuki Sano, Akira Yamasaki, Yuji Tohda
Format: Article
Language:English
Published: Elsevier 2019-10-01
Series:Allergology International
Online Access:http://www.sciencedirect.com/science/article/pii/S1323893019300619

Similar Items