Support Vector Machines Svms | List of Frontiers open access articles

Brief Research Report

Published on 26 Jun 2020

Analyzing AIA Flare Observations Using Convolutional Neural Networks

in Space Physics

Teri Love
Thomas Neukirch
Clare E. Parnell

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2020.00034

4,061 views
10 citations

Original Research

Published on 23 Jul 2021

Specific White Matter Tracts and Diffusion Properties Predict Conversion From Mild Cognitive Impairment to Alzheimer’s Disease

in Alzheimer's Disease and Related Dementias

David B. Stone
Sephira G. Ryman
Alexandra P. Hartman
Christopher J. Wertz
Andrei A. Vakhtin
Alzheimer’s Disease Neuroimaging Initiative

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2021.711579

6,859 views
32 citations

Original Research

Published on 29 Nov 2017

Combination of Classifiers Identifies Fungal-Specific Activation of Lysosome Genes in Human Monocytes

in Microbial Immunology

João P. Leonor Fernandes Saraiva
Cristina Zubiria-Barrera
Tilman E. Klassert
Maximilian J. Lautenbach
Markus Blaess
Ralf A. Claus
Hortense Slevogt
Rainer König

Frontiers in Microbiology

doi 10.3389/fmicb.2017.02366

4,034 views
6 citations

Review

Published on 10 Jul 2025

Neural signals, machine learning, and the future of inner speech recognition

in Cognitive Neuroscience

Adiba Tabassum Chowdhury
Ahmed Hassanein
Aous N. Al Shibli
Youssuf Khanafer
Mohannad Natheef AbuHaweeleh
Shona Pedersen
Muhammad E. H. Chowdhury

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1637174

5,737 views
2 citations

Original Research

Published on 30 Aug 2022

Toward high-throughput oligomer detection and classification for early-stage aggregation of amyloidogenic protein

in Analytical Chemistry

Bogachan Tahirbegi
Alastair J. Magness
Maria Elena Piersimoni
Xiangyu Teng
James Hooper
Yuan Guo
Thomas Knöpfel
Keith R. Willison
David R. Klug
Liming Ying

Frontiers in Chemistry

doi 10.3389/fchem.2022.967882

5,676 views
6 citations

Original Research

Published on 27 Nov 2020

Manifold Learning and Clustering for Automated Phase Identification and Alignment in Data Driven Modeling of Batch Processes

in Computational Methods in Chemical Engineering

Carlos André Muñoz López
Satyajeet Bhonsale
Kristin Peeters
Jan F. M. Van Impe

Frontiers in Chemical Engineering

doi 10.3389/fceng.2020.582126

3,634 views
8 citations

Original Research

Published on 22 May 2017

Examining Brain Morphometry Associated with Self-Esteem in Young Adults Using Multilevel-ROI-Features-Based Classification Method

Bo Peng
Jieru Lu
Aditya Saxena
Zhiyong Zhou
Tao Zhang
Suhong Wang
Yakang Dai

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2017.00037

9,005 views
6 citations

Original Research

Published on 18 Jun 2025

One size does not fit all: a support vector machine exploration of multiclass cognitive state classifications using physiological measures

in Cognitive Neuroergonomics

Jonathan Vogl
Kevin O'Brien
Paul St. Onge

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1566431

2,302 views
3 citations

Original Research

Published on 03 Apr 2023

LncRNA model predicts liver cancer drug resistance and validate in vitro experiments

in Cancer Cell Biology

Qiushi Yin
Xiaolong Huang
Qiuxi Yang
Shibu Lin
Qifeng Song
Weiqiang Fan
Wang Li
Zhongyi Li
Lianghui Gao

Frontiers in Cell and Developmental Biology

doi 10.3389/fcell.2023.1174183

4,606 views
8 citations

Original Research

Published on 25 Feb 2020

Evaluation via Supervised Machine Learning of the Broiler Pectoralis Major and Liver Transcriptome in Association With the Muscle Myopathy Wooden Breast

in Avian Physiology

Chelsea A. Phillips
Benjamin J. Reading
Matthew Livingston
Kimberly Livingston
Chris M. Ashwell

Frontiers in Physiology

doi 10.3389/fphys.2020.00101

7,463 views
20 citations

Systematic Review

Published on 10 Apr 2025

Frontotemporal dementia: a systematic review of artificial intelligence approaches in differential diagnosis

in Alzheimer's Disease and Related Dementias

Serena Dattola
Augusto Ielo
Giuseppe Varone
Alberto Cacciola
Angelo Quartarone
Lilla Bonanno

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2025.1547727

8,554 views
9 citations

Technology and Code

Published on 28 Nov 2023

Cross-subject emotion EEG signal recognition based on source microstate analysis

in Neuroprosthetics

Lei Zhang
Di Xiao
Xiaojing Guo
Fan Li
Wen Liang
Bangyan Zhou

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1288580

4,320 views
9 citations

Original Research

Published on 09 Feb 2026

Predictive modelling of the dynamics of antimicrobial resistance: creation of a bank of renewable models based on machine learning

in Drugs Outcomes Research and Policies

M. A. Arepyeva
A. Y. Kuzmenkov
A. A. Starostenkov
A. S. Kolbin
Y. E. Balykina
Yu M. Gomon
A. A. Kurylev
R. S. Kozlov
S. V. Sidorenko

Frontiers in Pharmacology

doi 10.3389/fphar.2026.1715346

1,060 views

Original Research

Published on 26 Nov 2020

Discriminating Suicide Attempters and Predicting Suicide Risk Using Altered Frontolimbic Resting-State Functional Connectivity in Patients With Bipolar II Disorder

in Mood Disorders

Rongxin Zhu
Shui Tian
Huan Wang
Haiteng Jiang
Xinyi Wang
Junneng Shao
Qiang Wang
Rui Yan
Shiwan Tao
Haiyan Liu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2020.597770

5,854 views
26 citations

Original Research

Published on 23 Sep 2022

Predictive analytical model for ectopic pregnancy diagnosis: Statistics vs. machine learning

in Obstetrics and Gynecology

Ploywarong Rueangket
Kristsanamon Rittiluechai
Akara Prayote

Frontiers in Medicine

doi 10.3389/fmed.2022.976829

5,496 views
13 citations

Original Research

Published on 06 Oct 2020

Supervised Machine Learning Applied to Automate Flash and Prolonged Capillary Refill Detection by Pulse Oximetry

in Computational Physiology and Medicine

Ryan Brandon Hunter
Shen Jiang
Akira Nishisaki
Amanda J. Nickel
Natalie Napolitano
Koichiro Shinozaki
Timmy Li
Kota Saeki
Lance B. Becker
Vinay M. Nadkarni

Frontiers in Physiology

doi 10.3389/fphys.2020.564589

5,296 views
5 citations

Articles

Analyzing AIA Flare Observations Using Convolutional Neural Networks

Specific White Matter Tracts and Diffusion Properties Predict Conversion From Mild Cognitive Impairment to Alzheimer’s Disease

Combination of Classifiers Identifies Fungal-Specific Activation of Lysosome Genes in Human Monocytes

Neural signals, machine learning, and the future of inner speech recognition

Toward high-throughput oligomer detection and classification for early-stage aggregation of amyloidogenic protein

Manifold Learning and Clustering for Automated Phase Identification and Alignment in Data Driven Modeling of Batch Processes

Examining Brain Morphometry Associated with Self-Esteem in Young Adults Using Multilevel-ROI-Features-Based Classification Method

One size does not fit all: a support vector machine exploration of multiclass cognitive state classifications using physiological measures

LncRNA model predicts liver cancer drug resistance and validate in vitro experiments

Evaluation via Supervised Machine Learning of the Broiler Pectoralis Major and Liver Transcriptome in Association With the Muscle Myopathy Wooden Breast

Frontotemporal dementia: a systematic review of artificial intelligence approaches in differential diagnosis

Cross-subject emotion EEG signal recognition based on source microstate analysis

Predictive modelling of the dynamics of antimicrobial resistance: creation of a bank of renewable models based on machine learning

Discriminating Suicide Attempters and Predicting Suicide Risk Using Altered Frontolimbic Resting-State Functional Connectivity in Patients With Bipolar II Disorder

Predictive analytical model for ectopic pregnancy diagnosis: Statistics vs. machine learning

Supervised Machine Learning Applied to Automate Flash and Prolonged Capillary Refill Detection by Pulse Oximetry