Enhancing dementia risk screening with GAN-synthesized periodontal examination and general blood test data

IntroductionThis study aimed to investigate the effectiveness of data augmentation to improve dementia risk prediction using machine learning models. Recent studies have shown that basic blood tests are cost-effective in predicting cognitive function. However, developing models that address various...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Katsunori Oyama, Toshiki Isogai, Yohei Nakayama, Ryoki Kobayashi, Daisuke Kitano, Kenji Karako, Kaoru Sakatani
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Frontiers Media S.A. 2024-08-01
Saila:	Frontiers in Neurology
Gaiak:	blood test periodontal examination deep learning generative adversarial networks cognitive function
Sarrera elektronikoa:	https://www.frontiersin.org/articles/10.3389/fneur.2024.1379916/full
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!