Machine Learning with Big Data in Neuroimaging

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ORIGINAL RESEARCH

Published on 07 Sep 2022

On the reliability of deep learning-based classification for Alzheimer’s disease: Multi-cohorts, multi-vendors, multi-protocols, and head-to-head validation

Yeong-Hun Song
Jun-Young Yi
Young Noh
Hyemin Jang
Sang Won Seo
Duk L. Na
Joon-Kyung Seong

doi 10.3389/fnins.2022.851871

2,641 views
8 citations

ORIGINAL RESEARCH

Published on 21 Jun 2022

Brain Mapping of Behavioral Domains Using Multi-Scale Networks and Canonical Correlation Analysis

Izaro Fernandez-Iriondo
Antonio Jimenez-Marin
Basilio Sierra
Naiara Aginako
Paolo Bonifazi
Jesus M. Cortes

doi 10.3389/fnins.2022.889725

4,673 views
9 citations

ORIGINAL RESEARCH

Published on 02 Jun 2022

Unsupervised Black-Box Model Domain Adaptation for Brain Tumor Segmentation

Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
C.-C. Jay Kuo
Georges El Fakhri
Je-Won Kang
Jonghye Woo

doi 10.3389/fnins.2022.837646

4,196 views
14 citations

ORIGINAL RESEARCH

Published on 03 Jan 2022

Deep Learning Algorithm Trained on Brain Magnetic Resonance Images and Clinical Data to Predict Motor Outcomes of Patients With Corona Radiata Infarct

Jeoung Kun Kim
Min Cheol Chang
Donghwi Park

doi 10.3389/fnins.2021.795553

2,905 views
12 citations

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Frontiers in Neuroscience

Frontiers in Neuroscience

Brain Imaging Methods

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Frontiers in Neuroimaging
- Brain Imaging Methods

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