Application of Machine Learning in the Diagnosis of Dementia - Volume II

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ORIGINAL RESEARCH

Published on 16 Oct 2024

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

Alba Gómez-Valadés
Rafael Martínez-Tomás
Sara García-Herranz
Atle Bjørnerud
Mariano Rincón

doi 10.3389/fninf.2024.1378281

494 views
1 citation

ORIGINAL RESEARCH

Published on 14 Aug 2024

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

Katsunori Oyama
Toshiki Isogai
Yohei Nakayama
Ryoki Kobayashi
Daisuke Kitano
Kenji Karako
Kaoru Sakatani

doi 10.3389/fneur.2024.1379916

934 views

ORIGINAL RESEARCH

Published on 24 Jul 2024

Importance of serum albumin in machine learning-based prediction of cognitive function in the elderly using a basic blood test

Kenji Karako
Takeo Hata
Atsushi Inoue
Katsunori Oyama
Eiichiro Ueda
Kaoru Sakatani

doi 10.3389/fneur.2024.1362560

898 views

ORIGINAL RESEARCH

Published on 11 Jul 2024

Detection of mild cognitive impairment using various types of gait tests and machine learning

Mahmoud Seifallahi
James E. Galvin
Behnaz Ghoraani

doi 10.3389/fneur.2024.1354092

1,437 views
2 citations

ORIGINAL RESEARCH

Published on 05 Mar 2024

Estimation of cognitive impairment in chronic pain patients and characteristics of estimated mild cognitive impairment

Masamichi Moriya
Lizhen Hu
Kaoru Sakatani
Masaki Kitahara

doi 10.3389/fneur.2024.1344190

1,284 views
2 citations

ORIGINAL RESEARCH

Published on 12 Oct 2023

Using shallow neural networks with functional connectivity from EEG signals for early diagnosis of Alzheimer's and frontotemporal dementia

Zaineb Ajra
Binbin Xu
Gérard Dray
Jacky Montmain
Stéphane Perrey

doi 10.3389/fneur.2023.1270405

2,481 views
1 citation

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Frontiers in Neurology

Dementia and Neurodegenerative Diseases

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Articles

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

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

Importance of serum albumin in machine learning-based prediction of cognitive function in the elderly using a basic blood test

Detection of mild cognitive impairment using various types of gait tests and machine learning

Estimation of cognitive impairment in chronic pain patients and characteristics of estimated mild cognitive impairment

Using shallow neural networks with functional connectivity from EEG signals for early diagnosis of Alzheimer's and frontotemporal dementia

Frontiers in Neurology

Dementia and Neurodegenerative Diseases