Cover Image

Ultrasound image intelligent diagnosis in community-acquired pneumonia of children using convolutional neural network-based transfer learning

BackgroundStudies show that lung ultrasound (LUS) can accurately diagnose community-acquired pneumonia (CAP) and keep children away from radiation, however, it takes a long time and requires experienced doctors. Therefore, a robust, automatic and computer-based diagnosis of LUS is essential.Objectiv...

Full description

Saved in:

Bibliographic Details
Main Authors:	Xiaohui Fang (Author), Wen Li (Author), Junjie Huang (Author), Weimei Li (Author), Qingzhong Feng (Author), Yanlin Han (Author), Xiaowei Ding (Author), Jinping Zhang (Author)
Format:	Book
Published:	Frontiers Media S.A., 2022-11-01T00:00:00Z.
Subjects:	article
Online Access:	Connect to this object online.
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy
by: Joonmyeong Choi, et al.
Published: (2020)

Image classification with Deep Convolutional Neural Network Using Tensorflow and Transfer of Learning
by: Aseel Sami Ali, et al.
Published: (2020)

Classification of scanning electron microscope images of pharmaceutical excipients using deep convolutional neural networks with transfer learning
by: Hiroaki Iwata, et al.
Published: (2022)

Artificial Intelligence Radiotherapy Planning: Automatic Segmentation of Human Organs in CT Images Based on a Modified Convolutional Neural Network
by: Guosheng Shen, et al.
Published: (2022)

Image Quality Assessment Using Convolutional Neural Network in Clinical Skin Images
by: Hyeon Ki Jeong, et al.
Published: (2024)

The Use of Deep Convolutional Neural Networks in Biomedical Imaging: A Review
by: Yu-Cheng Chen, et al.
Published: (2019)

Three-Stream Convolutional Neural Network for Depression Detection With Ocular Imaging
by: Minqiang Yang, et al.
Published: (2023)

Dental Caries diagnosis from bitewing images using convolutional neural networks
by: Parsa ForouzeshFar, et al.
Published: (2024)

Evaluation of transfer ensemble learning-based convolutional neural network models for the identification of chronic gingivitis from oral photographs
by: Wen Li, et al.
Published: (2024)

Caries lesions diagnosis with deep convolutional neural network in intraoral QLF images by handheld device
by: Rukeng Tan, et al.
Published: (2024)

AGE ESTIMATION UNTUK INTELLIGENT ADVERTISING PADA POSTER DIGITAL MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
by: Galih Abdul Muhyi, -
Published: (2020)

Comparison of convolutional neural network architectures for robustness against common artefacts in dermatoscopic images
by: Florian Katsch, et al.
Published: (2022)

Classification of melanocytic lesions in selected and whole-slide images via convolutional neural networks
by: Steven N Hart, et al.
Published: (2019)

Performance of a Convolutional Neural Network-Based Artificial Intelligence Algorithm for Automatic Cephalometric Landmark Detection
by: Mehmet Uğurlu
Published: (2022)

PERBANDINGAN KINERJA CONVOLUTIONAL NEURAL NETWORK DAN TRANSFER LEARNING MOBILENETV2 PADA DETEKSI PENYAKIT TANAMAN MAWAR
by: Alang Sati Nan Tongga, -
Published: (2023)

Evaluation of Melanoma Thickness with Clinical Close-up and Dermoscopic Images Using a Convolutional Neural Network
by: Martin Gillstedt, et al.
Published: (2022)

The recognition of speech defects using convolutional neural network
by: Olha Pronina, et al.
Published: (2023)

Facial wrinkle categorization using Convolutional Neural Network
by: Čedomir Vasić
Published: (2024)

The application of convolutional neural network to stem cell biology
by: Dai Kusumoto, et al.
Published: (2019)

Tea category classification via 5-layer customized convolutional neural network
by: Xiang Li, et al.
Published: (2021)

Distinguishing bronchoscopically observed anatomical positions of airway under by convolutional neural network
by: Chongxiang Chen, et al.
Published: (2023)

SISTEM PENGENALAN GERAK BAHASA ISYARAT DENGAN COLORED MOTION HISTORY IMAGE DAN CONVOLUTIONAL NEURAL NETWORK
by: Haiqal Ramanizar Al Fajri,
Published: (2022)

Comparison study on convolution neural network (CNN) techniques for image classification / Siti Maisarah Zainorzuli ...[et al.]
by: Zainorzuli, Siti Maisarah, et al.
Published: (2022)

Usefulness of Lung Ultrasound in the Diagnosis of Community-acquired Pneumonia in Children
by: Meng-Chieh Ho, et al.
Published: (2015)

Convolutional neural network for automated tooth segmentation on intraoral scans
by: Xiaotong Wang, et al.
Published: (2024)

An emotion analysis in learning environment based on theme-specified drawing by convolutional neural network
by: Tiancheng He, et al.
Published: (2022)

Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network
by: Do-Yeun Lee, et al.
Published: (2022)

Lung Ultrasound for Pediatric Community-acquired Pneumonia: A Focused Update
by: Massimiliano Don
Published: (2015)

MODEL IDENTIFIKASI JENIS NAGHAM ALQURAN MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
by: Velia Rahmadi,
Published: (2020)

PENERJEMAHAN BAHASA DAERAH BERBASIS GAMBAR MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
by: Donni S. Silalahi,
Published: (2020)

Six-layer Optimized Convolutional Neural Network for Lip Language Identification
by: Yifei Qiao, et al.
Published: (2021)

Implementation of OCR using Convolutional Neural Network (CNN): A Survey
by: Ahmed Alkaddo, et al.
Published: (2022)

Multi-Channel Fetal ECG Denoising With Deep Convolutional Neural Networks
by: Eleni Fotiadou, et al.
Published: (2020)

Scalp EEG-Based Pain Detection Using Convolutional Neural Network
by: Duo Chen, et al.
Published: (2022)

An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification
by: Qi Xin, et al.
Published: (2022)

Lesion-Based Convolutional Neural Network in Diagnosis of Early Gastric Cancer
by: Hong Jin Yoon, et al.
Published: (2020)

Explainable convolutional neural networks for assessing head and neck cancer histopathology
by: Marion Dörrich, et al.
Published: (2023)

Classification of mitotic figures with convolutional neural networks and seeded blob features
by: Christopher D Malon, et al.
Published: (2013)

Classifications of multispectral colorectal cancer tissues using convolution neural network
by: Hawraa Haj-Hassan, et al.
Published: (2017)

The accuracy of pulmonary ultrasound in the diagnosis and monitoring of community-acquired pneumonia in women of childbearing age
by: Jun Wang, et al.
Published: (2021)