Frontiers | AI Revolution in Brain Health and Rehabilitation

AI Revolution in Brain Health and Rehabilitation

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ORIGINAL RESEARCH

Published on 24 Nov 2021

Deep Learning Recurrent Neural Network for Concussion Classification in Adolescents Using Raw Electroencephalography Signals: Toward a Minimal Number of Sensors

Karun Thanjavur
Dionissios T. Hristopulos
Arif Babul
Kwang Moo Yi
Naznin Virji-Babul

Deep Learning Recurrent Neural Network for Concussion Classification in Adolescents Using Raw Electroencephalography Signals: Toward a Minimal Number of Sensors

doi 10.3389/fnhum.2021.734501

2,338 views
4 citations

ORIGINAL RESEARCH

Published on 30 Sep 2021

Machine Learning for Subtyping Concussion Using a Clustering Approach

Cirelle K. Rosenblatt
Alexandra Harriss
Aliya-Nur Babul
Samuel A. Rosenblatt

Machine Learning for Subtyping Concussion Using a Clustering Approach

doi 10.3389/fnhum.2021.716643

3,910 views
10 citations

ORIGINAL RESEARCH

Published on 20 Sep 2021

Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data

Hyeju Jang
Thomas Soroski
Matteo Rizzo
Oswald Barral
Anuj Harisinghani
Sally Newton-Mason
Saffrin Granby
Thiago Monnerat Stutz da Cunha Vasco
Caitlin Lewis
3 more
Thalia S. Field

Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data

doi 10.3389/fnhum.2021.716670

7,080 views
14 citations

ORIGINAL RESEARCH

Published on 29 Jul 2021

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

Sajila D. Wickramaratne
Md.Shaad Mahmud

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

doi 10.3389/fdata.2021.659146

13,005 views
35 citations

ORIGINAL RESEARCH

Published on 31 May 2021

Localization and Identification of Brain Microstructural Abnormalities in Paediatric Concussion

David Stillo
Ethan Danielli
Rachelle A. Ho
Carol DeMatteo
Geoffrey B. Hall
Nicholas A. Bock
John F. Connolly
Michael D. Noseworthy

Localization and Identification of Brain Microstructural Abnormalities in Paediatric Concussion

doi 10.3389/fnhum.2021.657374

2,192 views
7 citations

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Frontiers in Human Neuroscience

Frontiers in Human Neuroscience

Brain Health and Clinical Neuroscience

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Frontiers in Artificial Intelligence
- Medicine and Public Health
- 3.0 impact factor
- 6.1 citescore
Frontiers in Big Data
- Medicine and Public Health
- 2.4 impact factor
- 5.2 citescore

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