Dcnn | List of Frontiers open access articles

Original Research

Published on 20 Jun 2023

Combining 3D skeleton data and deep convolutional neural network for balance assessment during walking

in Biomechanics

Xiangyuan Ma
Buhui Zeng
Yanghui Xing

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1191868

2,794 views
1 citation

Original Research

Published on 20 Apr 2021

A Novel Model Based on Deep Convolutional Neural Network Improves Diagnostic Accuracy of Intramucosal Gastric Cancer (With Video)

in Cancer Imaging and Image-directed Interventions

Dehua Tang
Jie Zhou
Lei Wang
Muhan Ni
Min Chen
Shahzeb Hassan
Renquan Luo
Xi Chen
Xinqi He
Lihui Zhang

Frontiers in Oncology

doi 10.3389/fonc.2021.622827

6,056 views
29 citations

Original Research

Published on 22 Feb 2021

Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition

Taicheng Huang
Zonglei Zhen
Jia Liu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.625804

6,818 views
20 citations

Original Research

Published on 18 Jul 2022

Preoperative Non-Invasive Prediction of Breast Cancer Molecular Subtypes With a Deep Convolutional Neural Network on Ultrasound Images

in Breast Cancer

Chunxiao Li
Haibo Huang
Ying Chen
Sihui Shao
Jing Chen
Rong Wu
Qi Zhang

Frontiers in Oncology

doi 10.3389/fonc.2022.848790

5,328 views
15 citations

Original Research

Published on 02 Nov 2020

Deep Convolutional Neural Network Based on Computed Tomography Images for the Preoperative Diagnosis of Occult Peritoneal Metastasis in Advanced Gastric Cancer

in Cancer Imaging and Image-directed Interventions

Zixing Huang
Dan Liu
Xinzu Chen
Du He
Pengxin Yu
Baiyun Liu
Bing Wu
Jiankun Hu
Bin Song

Frontiers in Oncology

doi 10.3389/fonc.2020.601869

6,238 views
32 citations

Original Research

Published on 08 Feb 2023

Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography

in Surgical Oncology

Tongtong Huo
Yi Xie
Ying Fang
Ziyi Wang
Pengran Liu
Yuyu Duan
Jiayao Zhang
Honglin Wang
Mingdi Xue
Songxiang Liu

Frontiers in Oncology

doi 10.3389/fonc.2023.1125637

4,210 views
24 citations

Brief Research Report

Published on 26 May 2022

Application of Deep Convolution Network Algorithm in Sports Video Hot Spot Detection

Yaling Zhang
Huan Tang
Fateh Zereg
Dekai Xu

Frontiers in Neurorobotics

doi 10.3389/fnbot.2022.829445

3,352 views
2 citations

Original Research

Published on 22 Dec 2022

A system based on deep convolutional neural network improves the detection of early gastric cancer

in Gastrointestinal Cancers: Gastric and Esophageal Cancers

Jie Feng
Shang rui Yu
Yao ping Zhang
Lina Qu
Lina Wei
Peng fei Wang
Li juan Zhu
Yanfeng Bao
Xiao gang Lei
Liang liang Gao

Frontiers in Oncology

doi 10.3389/fonc.2022.1021625

4,211 views
8 citations

Original Research

Published on 12 May 2020

Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN)

Qiulei Dong
Bo Liu
Zhanyi Hu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2020.00035

3,574 views
2 citations

Original Research

Published on 24 Jul 2020

Parking Slot Detection on Around-View Images Using DCNN

Wei Li
Hu Cao
Jiacai Liao
Jiahao Xia
Libo Cao
Alois Knoll

Frontiers in Neurorobotics

doi 10.3389/fnbot.2020.00046

12,851 views
30 citations

Original Research

Published on 04 Apr 2023

3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference

in Technical Advances in Plant Science

Jonas Alle
Roland Gruber
Norbert Wörlein
Norman Uhlmann
Joelle Claußen
Thomas Wittenberg
Stefan Gerth

Frontiers in Plant Science

doi 10.3389/fpls.2023.1120189

4,534 views
6 citations

Original Research

Published on 02 Mar 2021

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition

in Computational Physiology and Medicine

Hua Zhang
Ruoyun Gou
Jili Shang
Fangyao Shen
Yifan Wu
Guojun Dai

Frontiers in Physiology

doi 10.3389/fphys.2021.643202

15,713 views
36 citations

Original Research

Published on 31 Oct 2019

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

in Technical Advances in Plant Science

Jialin Yu
Arnold W. Schumann
Zhe Cao
Shaun M. Sharpe
Nathan S. Boyd

Frontiers in Plant Science

doi 10.3389/fpls.2019.01422

16,871 views
135 citations

Methods

Published on 08 Sep 2022

Integrated design-sense-plan architecture for autonomous geometric-semantic mapping with UAVs

in Robot Vision and Artificial Perception

Rui Pimentel de Figueiredo
Jonas Le Fevre Sejersen
Jakob Grimm Hansen
Martim Brandão

Frontiers in Robotics and AI

doi 10.3389/frobt.2022.911974

4,498 views
3 citations

Original Research

Published on 01 Aug 2023

Deep convolutional neural network for rib fracture recognition on chest radiographs

in Family Medicine and Primary Care

Shu-Tien Huang
Liong-Rung Liu
Hung-Wen Chiu
Ming-Yuan Huang
Ming-Feng Tsai

Frontiers in Medicine

doi 10.3389/fmed.2023.1178798

4,076 views
14 citations

Original Research

Published on 04 Jun 2025

BLformer: a short-term electrical bus load forecasting method based on enhanced Patch-TSTransformer

in Energy Efficiency

Hui Liu
Qian Chen
Di Zhang
Haiyun Wang
Xinchen Zhao
Zaichi Zhang
Lei Fu
Wei Wang
Sizhuang Chen

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1622991

1,717 views

Articles

Combining 3D skeleton data and deep convolutional neural network for balance assessment during walking

A Novel Model Based on Deep Convolutional Neural Network Improves Diagnostic Accuracy of Intramucosal Gastric Cancer (With Video)

Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition

Preoperative Non-Invasive Prediction of Breast Cancer Molecular Subtypes With a Deep Convolutional Neural Network on Ultrasound Images

Deep Convolutional Neural Network Based on Computed Tomography Images for the Preoperative Diagnosis of Occult Peritoneal Metastasis in Advanced Gastric Cancer

Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography

Application of Deep Convolution Network Algorithm in Sports Video Hot Spot Detection

A system based on deep convolutional neural network improves the detection of early gastric cancer

Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN)

Parking Slot Detection on Around-View Images Using DCNN

3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

Integrated design-sense-plan architecture for autonomous geometric-semantic mapping with UAVs

Deep convolutional neural network for rib fracture recognition on chest radiographs

BLformer: a short-term electrical bus load forecasting method based on enhanced Patch-TSTransformer