Deep Neural Network Dnn | List of Frontiers open access articles

Original Research

Published on 23 Aug 2021

Prediction of Minimal Inhibitory Concentration of Meropenem Against Klebsiella pneumoniae Using Metagenomic Data

in Systems Microbiology

Rundong Tan
Anqi Yu
Ziming Liu
Ziqi Liu
Rongfeng Jiang
Xiaoli Wang
Jialin Liu
Junhui Gao
Xinjun Wang

Frontiers in Microbiology

doi 10.3389/fmicb.2021.712886

7,453 views
8 citations

Original Research

Published on 30 Jan 2023

Efficient numerical simulation of atmospheric pulsed discharges by introducing deep learning

in Low-Temperature Plasma Physics

Yuan-Tao Zhang
Shu-Han Gao
Fei Ai

Frontiers in Physics

doi 10.3389/fphy.2023.1125548

23,453 views
10 citations

Original Research

Published on 24 Jan 2022

Establishment and Verification of Neural Network for Rapid and Accurate Cytological Examination of Four Types of Cerebrospinal Fluid Cells

in Precision Medicine

Luyue Jiang
Gang Niu
Yangyang Liu
Wenjin Yu
Heping Wu
Zhen Xie
Matthew Xinhu Ren
Yi Quan
Zhuangde Jiang
Gang Zhao

Frontiers in Medicine

doi 10.3389/fmed.2021.749146

3,017 views
1 citation

Original Research

Published on 15 Jan 2024

Demonstration of transfer learning using 14 nm technology analog ReRAM array

in Integrated Circuits and VLSI

Fabia Farlin Athena
Omobayode Fagbohungbe
Nanbo Gong
Malte J. Rasch
Jimmy Penaloza
SoonCheon Seo
Arthur Gasasira
Paul Solomon
Valeria Bragaglia
Steven Consiglio

Frontiers in Electronics

doi 10.3389/felec.2023.1331280

3,211 views
4 citations

Original Research

Published on 04 Oct 2023

Deep learning strategy for small dataset from atomic force microscopy mechano-imaging on macrophages phenotypes

in Biomechanics

Hao Wu
Lei Zhang
Banglei Zhao
Wenjie Yang
Massimiliano Galluzzi

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1259979

4,803 views
9 citations

Original Research

Published on 19 Apr 2023

Gas-bearing prediction of deep reservoir based on DNN embeddings

in Solid Earth Geophysics

Shuying Ma
Junxing Cao
Zhege Liu
Xudong Jiang
Zhaodong Su
Ya-juan Xue

Frontiers in Earth Science

doi 10.3389/feart.2023.1117797

1,906 views
3 citations

Original Research

Published on 23 Sep 2025

Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography

in Cancer Imaging and Image-directed Interventions

Diego Mellado
Leondry Mayeta-Revilla
Julio Sotelo
Marvin Querales
Eduardo Godoy
Scarlett Lever
Fabian Pardo
Steren Chabert
Rodrigo Salas

Frontiers in Oncology

doi 10.3389/fonc.2025.1601929

2,111 views
1 citation

Brief Research Report

Published on 11 Sep 2020

Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals

in Computational Physiology and Medicine

Jean Bonnemain
Luca Pegolotti
Lucas Liaudet
Simone Deparis

Frontiers in Physiology

doi 10.3389/fphys.2020.01086

3,450 views
7 citations

Original Research

Published on 02 Sep 2020

EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder

Junxiu Liu
Guopei Wu
Yuling Luo
Senhui Qiu
Su Yang
Wei Li
Yifei Bi

Frontiers in Systems Neuroscience

doi 10.3389/fnsys.2020.00043

54,914 views
241 citations

Original Research

Published on 31 Jan 2017

Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features

Tomoyasu Horikawa
Yukiyasu Kamitani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2017.00004

24,482 views
77 citations

Methods

Published on 13 Jan 2023

Tiller estimation method using deep neural networks

in Technical Advances in Plant Science

Rikuya Kinose
Yuzuko Utsumi
Masakazu Iwamura
Koichi Kise

Frontiers in Plant Science

doi 10.3389/fpls.2022.1016507

2,734 views
2 citations

Original Research

Published on 06 Apr 2023

Fast prediction of compressor flow field in nuclear power system based on proper orthogonal decomposition and deep learning

in Nuclear Energy

Jun Yang
Yanping Huang
Dianle Wang
Xi Sui
Yong Li
Ling Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1163043

3,463 views
14 citations

Original Research

Published on 04 Aug 2023

A study of deep learning algorithm usage in predicting building loss ratio due to typhoons: the case of southern part of the Korean Peninsula

in Interdisciplinary Climate Studies

Ji-Myong Kim
Junseo Bae
Manik Das Adhikari
Sang-Guk Yum

Frontiers in Earth Science

doi 10.3389/feart.2023.1136346

3,765 views
6 citations

Original Research

Published on 11 Jan 2021

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

in Technical Advances in Plant Science

Byoungjun Kim
You-Kyoung Han
Jong-Han Park
Joonwhoan Lee

Frontiers in Plant Science

doi 10.3389/fpls.2020.559172

10,449 views
43 citations

Original Research

Published on 17 Oct 2019

Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks

Patrick McClure
Nao Rho
John A. Lee
Jakub R. Kaczmarzyk
Charles Y. Zheng
Satrajit S. Ghosh
Dylan M. Nielson
Adam G. Thomas
Peter Bandettini
Francisco Pereira

Frontiers in Neuroinformatics

doi 10.3389/fninf.2019.00067

13,485 views
50 citations

Original Research

Published on 23 Aug 2023

A neural state-space-based model predictive technique for effective vibration control in nano-beams

in Interdisciplinary Physics

Hajid Alsubaie

Frontiers in Physics

doi 10.3389/fphy.2023.1253642

5,266 views
1 citation

Articles

Prediction of Minimal Inhibitory Concentration of Meropenem Against Klebsiella pneumoniae Using Metagenomic Data

Efficient numerical simulation of atmospheric pulsed discharges by introducing deep learning

Establishment and Verification of Neural Network for Rapid and Accurate Cytological Examination of Four Types of Cerebrospinal Fluid Cells

Demonstration of transfer learning using 14 nm technology analog ReRAM array

Deep learning strategy for small dataset from atomic force microscopy mechano-imaging on macrophages phenotypes

Gas-bearing prediction of deep reservoir based on DNN embeddings

Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography

Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals

EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder

Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features

Tiller estimation method using deep neural networks

Fast prediction of compressor flow field in nuclear power system based on proper orthogonal decomposition and deep learning

A study of deep learning algorithm usage in predicting building loss ratio due to typhoons: the case of southern part of the Korean Peninsula

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks

A neural state-space-based model predictive technique for effective vibration control in nano-beams