Deep Learning Artificial Neural Network Dl Ann | List of Frontiers open access articles

Original Research

Published on 03 Dec 2021

Detection of Preventable Fetal Distress During Labor From Scanned Cardiotocogram Tracings Using Deep Learning

in Neonatology

Martin G. Frasch
Shadrian B. Strong
David Nilosek
Joshua Leaverton
Barry S. Schifrin

Frontiers in Pediatrics

doi 10.3389/fped.2021.736834

7,217 views
18 citations

Original Research

Published on 01 Oct 2021

XFinder: Detecting Unknown Anomalies in Distributed Machine Learning Scenario

in Computer Security

Haizhou Du
Shiwei Wang
Huan Huo

Frontiers in Computer Science

doi 10.3389/fcomp.2021.710384

4,931 views
4 citations

Original Research

Published on 15 Oct 2021

Fourier Ring Correlation and Anisotropic Kernel Density Estimation Improve Deep Learning Based SMLM Reconstruction of Microtubules

in Computational BioImaging

Andreas Berberich
Andreas Kurz
Sebastian Reinhard
Torsten Johann Paul
Paul Ray Burd
Markus Sauer
Philip Kollmannsberger

Frontiers in Bioinformatics

doi 10.3389/fbinf.2021.752788

5,407 views
5 citations

Opinion

Published on 25 Nov 2021

Artificial Intelligence (AI) and Lung Ultrasound in Infectious Pulmonary Disease

in Infectious Diseases – Surveillance, Prevention and Treatment

Guglielmo Trovato
Matteo Russo

Frontiers in Medicine

doi 10.3389/fmed.2021.706794

3,950 views
8 citations

Original Research

Published on 05 May 2021

3D DenseNet Deep Learning Based Preoperative Computed Tomography for Detecting Myasthenia Gravis in Patients With Thymoma

in Cancer Imaging and Image-directed Interventions

Zhenguo Liu
Ying Zhu
Yujie Yuan
Lei Yang
Kefeng Wang
Minghui Wang
Xiaoyu Yang
Xi Wu
Xi Tian
Rongguo Zhang

Frontiers in Oncology

doi 10.3389/fonc.2021.631964

6,326 views
25 citations

Original Research

Published on 04 Apr 2022

Deep Learning Approach for Assessing Air Quality During COVID-19 Lockdown in Quito

in Data-driven Climate Sciences

Phuong N. Chau
Rasa Zalakeviciute
Ilias Thomas
Yves Rybarczyk

Frontiers in Big Data

doi 10.3389/fdata.2022.842455

10,255 views
38 citations

Original Research

Published on 13 Jan 2021

Deep Convolutional Neural Network-Based Lymph Node Metastasis Prediction for Colon Cancer Using Histopathological Images

in Gastrointestinal Cancers

Min Seob Kwak
Hun Hee Lee
Jae Min Yang
Jae Myung Cha
Jung Won Jeon
Jin Young Yoon
Ha Il Kim

Frontiers in Oncology

doi 10.3389/fonc.2020.619803

9,568 views
54 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

8,301 views
28 citations

Original Research

Published on 09 Jun 2021

Estimating Ocean Surface Currents With Machine Learning

in Ocean Observation

Anirban Sinha
Ryan Abernathey

Frontiers in Marine Science

doi 10.3389/fmars.2021.672477

15,504 views
57 citations

Original Research

Published on 10 Sep 2021

Consecutive Serial Non-Contrast CT Scan-Based Deep Learning Model Facilitates the Prediction of Tumor Invasiveness of Ground-Glass Nodules

in Cancer Imaging and Image-directed Interventions

Yao Xu
Yu Li
Hongkun Yin
Wen Tang
Guohua Fan

Frontiers in Oncology

doi 10.3389/fonc.2021.725599

4,931 views
15 citations

Original Research

Published on 01 Jun 2021

BEAN: Interpretable and Efficient Learning With Biologically-Enhanced Artificial Neuronal Assembly Regularization

Yuyang Gao
Giorgio A. Ascoli
Liang Zhao

Frontiers in Neurorobotics

doi 10.3389/fnbot.2021.567482

4,607 views
13 citations

Original Research

Published on 27 Nov 2020

Deep Learning on High-Throughput Transcriptomics to Predict Drug-Induced Liver Injury

in Computational Genomics

Ting Li
Weida Tong
Ruth Roberts
Zhichao Liu
Shraddha Thakkar

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2020.562677

10,570 views
52 citations

Original Research

Published on 28 Jan 2021

Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

in Technical Advances in Plant Science

Jennifer Hobbs
Prajwal Prakash
Robert Paull
Harutyun Hovhannisyan
Bernard Markowicz
Greg Rose

Frontiers in Plant Science

doi 10.3389/fpls.2020.599705

7,539 views
13 citations

Original Research

Published on 21 Jan 2021

DeepT3_4: A Hybrid Deep Neural Network Model for the Distinction Between Bacterial Type III and IV Secreted Effectors

in Systems Microbiology

Lezheng Yu
Fengjuan Liu
Yizhou Li
Jiesi Luo
Runyu Jing

Frontiers in Microbiology

doi 10.3389/fmicb.2021.605782

5,149 views
15 citations

Original Research

Published on 26 Apr 2022

Uncertainty-Aware and Lesion-Specific Image Synthesis in Multiple Sclerosis Magnetic Resonance Imaging: A Multicentric Validation Study

in Brain Imaging Methods

Tom Finck
Hongwei Li
Sarah Schlaeger
Lioba Grundl
Nico Sollmann
Benjamin Bender
Eva Bürkle
Claus Zimmer
Jan Kirschke
Björn Menze

Frontiers in Neuroscience

doi 10.3389/fnins.2022.889808

4,387 views
16 citations

Mini Review

Published on 07 Jun 2021

A United States Fair Lending Perspective on Machine Learning

in AI in Finance

Patrick Hall
Benjamin Cox
Steven Dickerson
Arjun Ravi Kannan
Raghu Kulkarni
Nicholas Schmidt

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.695301

15,215 views
18 citations

Articles

Detection of Preventable Fetal Distress During Labor From Scanned Cardiotocogram Tracings Using Deep Learning

XFinder: Detecting Unknown Anomalies in Distributed Machine Learning Scenario

Fourier Ring Correlation and Anisotropic Kernel Density Estimation Improve Deep Learning Based SMLM Reconstruction of Microtubules

Artificial Intelligence (AI) and Lung Ultrasound in Infectious Pulmonary Disease

3D DenseNet Deep Learning Based Preoperative Computed Tomography for Detecting Myasthenia Gravis in Patients With Thymoma

Deep Learning Approach for Assessing Air Quality During COVID-19 Lockdown in Quito

Deep Convolutional Neural Network-Based Lymph Node Metastasis Prediction for Colon Cancer Using Histopathological Images

Improving plant disease classification by adaptive minimal ensembling

Estimating Ocean Surface Currents With Machine Learning

Consecutive Serial Non-Contrast CT Scan-Based Deep Learning Model Facilitates the Prediction of Tumor Invasiveness of Ground-Glass Nodules

BEAN: Interpretable and Efficient Learning With Biologically-Enhanced Artificial Neuronal Assembly Regularization

Deep Learning on High-Throughput Transcriptomics to Predict Drug-Induced Liver Injury

Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

DeepT3_4: A Hybrid Deep Neural Network Model for the Distinction Between Bacterial Type III and IV Secreted Effectors

Uncertainty-Aware and Lesion-Specific Image Synthesis in Multiple Sclerosis Magnetic Resonance Imaging: A Multicentric Validation Study

A United States Fair Lending Perspective on Machine Learning