Machine Learning with Big Data in Neuroimaging

5,240
Total downloads
20k
Total views and downloads

Articles

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

2,752 views
9 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

4,849 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

4,408 views
15 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

3,010 views
12 citations

Share on

Frontiers in Neuroscience

Frontiers in Neuroscience

Brain Imaging Methods

Other participating journals

Frontiers in Neuroimaging
- Brain Imaging Methods

Impact

20kTopic views
13kArticle views
5,240Article downloads