Convolutional Neural Networks Cnn | List of Frontiers open access articles

Original Research

Published on 22 Jan 2020

QC-Automator: Deep Learning-Based Automated Quality Control for Diffusion MR Images

in Brain Imaging Methods

Zahra Riahi Samani
Jacob Antony Alappatt
Drew Parker
Abdol Aziz Ould Ismail
Ragini Verma

Frontiers in Neuroscience

doi 10.3389/fnins.2019.01456

7,627 views
37 citations

Editorial

Published on 02 Mar 2022

Editorial: The Application of Radiomics and Artificial Intelligence in Cancer Imaging

in Cancer Imaging and Image-directed Interventions

Hong Huang

Frontiers in Oncology

doi 10.3389/fonc.2022.864940

4,014 views
19 citations

Original Research

Published on 14 Jan 2020

Automated Detection of Autism Spectrum Disorder Using a Convolutional Neural Network

in Brain Imaging Methods

Zeinab Sherkatghanad
Mohammadsadegh Akhondzadeh
Soorena Salari
Mariam Zomorodi-Moghadam
Moloud Abdar
U. Rajendra Acharya
Reza Khosrowabadi
Vahid Salari

Frontiers in Neuroscience

doi 10.3389/fnins.2019.01325

36,123 views
275 citations

Methods

Published on 30 May 2023

Prediction of small molecule drug-miRNA associations based on GNNs and CNNs

in RNA

Zheyu Niu
Xin Gao
Zhaozhi Xia
Shuchao Zhao
Hongrui Sun
Heng Wang
Meng Liu
Xiaohan Kong
Chaoqun Ma
Huaqiang Zhu

Frontiers in Genetics

doi 10.3389/fgene.2023.1201934

4,589 views
22 citations

Original Research

Published on 03 Jul 2020

Convolutional Neural Networks Can Predict Retinal Differentiation in Retinal Organoids

in Cellular Neuropathology

Evgenii Kegeles
Anton Naumov
Evgeny A. Karpulevich
Pavel Volchkov
Petr Baranov

Frontiers in Cellular Neuroscience

doi 10.3389/fncel.2020.00171

18,287 views
68 citations

Methods

Published on 20 Mar 2020

DeepBrainSeg: Automated Brain Region Segmentation for Micro-Optical Images With a Convolutional Neural Network

in Brain Imaging Methods

Chaozhen Tan
Yue Guan
Zhao Feng
Hong Ni
Zoutao Zhang
Zhiguang Wang
Xiangning Li
Jing Yuan
Hui Gong
Qingming Luo

Frontiers in Neuroscience

doi 10.3389/fnins.2020.00179

10,671 views
31 citations

Original Research

Published on 26 May 2023

Palmprint recognition based on gating mechanism and adaptive feature fusion

Kaibi Zhang
Guofeng Xu
Ye Kelly Jin
Guanqiu Qi
Xun Yang
Litao Bai

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1203962

10,263 views
10 citations

Mini Review

Published on 06 Jul 2023

Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues

Alessia Celeghin
Alessio Borriero
Davide Orsenigo
Matteo Diano
Carlos Andrés Méndez Guerrero
Alan Perotti
Giovanni Petri
Marco Tamietto

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1153572

18,101 views
31 citations

Original Research

Published on 02 Dec 2021

A Multi-Task Deep Learning Method for Detection of Meniscal Tears in MRI Data from the Osteoarthritis Initiative Database

in Biomechanics

Alexander Tack
Alexey Shestakov
David Lüdke
Stefan Zachow

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2021.747217

9,514 views
33 citations

Original Research

Published on 08 Sep 2022

Improving plant disease classification by adaptive minimal ensembling

in AI in Food, Agriculture and Water

Antonio Bruno
Davide Moroni
Riccardo Dainelli
Leandro Rocchi
Silvia Morelli
Emilio Ferrari
Piero Toscano
Massimo Martinelli

Frontiers in Artificial Intelligence

doi 10.3389/frai.2022.868926

8,515 views
30 citations

Original Research

Published on 07 Jul 2022

Pipeline for the Antarctic Survey Telescope 3-3 in Yaoan, Yunnan

in Astronomical Instrumentation

Tianrui Sun
Lei Hu
Songbo Zhang
Xiaoyan Li
Kelai Meng
Xuefeng Wu
Lifan Wang
A. J. Castro-Tirado

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.897100

3,857 views
6 citations

Methods

Published on 10 Oct 2019

Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression

Lukas D. J. Fiederer
Martin Völker
Robin T. Schirrmeister
Wolfram Burgard
Joschka Boedecker
Tonio Ball

Frontiers in Neurorobotics

doi 10.3389/fnbot.2019.00076

6,559 views
5 citations

Articles

QC-Automator: Deep Learning-Based Automated Quality Control for Diffusion MR Images

Editorial: The Application of Radiomics and Artificial Intelligence in Cancer Imaging

Automated Detection of Autism Spectrum Disorder Using a Convolutional Neural Network

Prediction of small molecule drug-miRNA associations based on GNNs and CNNs

Convolutional Neural Networks Can Predict Retinal Differentiation in Retinal Organoids

DeepBrainSeg: Automated Brain Region Segmentation for Micro-Optical Images With a Convolutional Neural Network

Palmprint recognition based on gating mechanism and adaptive feature fusion

Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues

A Multi-Task Deep Learning Method for Detection of Meniscal Tears in MRI Data from the Osteoarthritis Initiative Database

Improving plant disease classification by adaptive minimal ensembling

Pipeline for the Antarctic Survey Telescope 3-3 in Yaoan, Yunnan

Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression