Cargando…

Medical image-based detection of COVID-19 using Deep Convolution Neural Networks

The demand for automatic detection of Novel Coronavirus or COVID-19 is increasing across the globe. The exponential rise in cases burdens healthcare facilities, and a vast amount of multimedia healthcare data is being explored to find a solution. This study presents a practical solution to detect CO...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gaur, Loveleen, Bhatia, Ujwal, Jhanjhi, N. Z., Muhammad, Ghulam, Masud, Mehedi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2021
Materias:	Special Issue Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079233/ https://www.ncbi.nlm.nih.gov/pubmed/33935377 http://dx.doi.org/10.1007/s00530-021-00794-6

Ejemplares similares

A light-weight convolutional Neural Network Architecture for classification of COVID-19 chest X-Ray images
por: Masud, Mehedi
Publicado: (2022)

Convolutional Neural Network Based on Fluorescein Angiography Images for Retinopathy of Prematurity Management
por: Lepore, Domenico, et al.
Publicado: (2020)

Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks
por: Heslinga, Friso G., et al.
Publicado: (2020)

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach
por: Yildiz, Veysi M., et al.
Publicado: (2020)

Automatic Segmentation of Retinal Capillaries in Adaptive Optics Scanning Laser Ophthalmoscope Perfusion Images Using a Convolutional Neural Network
por: Musial, Gwen, et al.
Publicado: (2020)

Auguring Fake Face Images Using Dual Input Convolution Neural Network
por: Bhandari, Mohan, et al.
Publicado: (2022)

Deep Neural Network for Scleral Spur Detection in Anterior Segment OCT Images: The Chinese American Eye Study
por: Xu, Benjamin Y., et al.
Publicado: (2020)

Cone Identification in Choroideremia: Repeatability, Reliability, and Automation Through Use of a Convolutional Neural Network
por: Morgan, Jessica I. W., et al.
Publicado: (2020)

Introduction to Machine Learning, Neural Networks, and Deep Learning
por: Choi, Rene Y., et al.
Publicado: (2020)

A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis
por: Zhang, Yu-Dong, et al.
Publicado: (2020)

Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks
por: Galdran, Adrian, et al.
Publicado: (2020)

Ophthalmologist-Level Classification of Fundus Disease With Deep Neural Networks
por: Jiang, Ping, et al.
Publicado: (2020)

Convolutional neural network-based models for diagnosis of breast cancer
por: Masud, Mehedi, et al.
Publicado: (2020)

Earlier Detection of Brain Tumor by Pre-Processing Based on Histogram Equalization with Neural Network
por: Ramamoorthy, M., et al.
Publicado: (2022)

Enhancing COVID-19 tracking apps with human activity recognition using a deep convolutional neural network and HAR-images
por: D’Angelo, Gianni, et al.
Publicado: (2021)

Failure Detection in Deep Neural Networks for Medical Imaging
por: Ahmed, Sabeen, et al.
Publicado: (2022)

A Transfer Learning Approach with a Convolutional Neural Network for the Classification of Lung Carcinoma
por: Humayun, Mamoona, et al.
Publicado: (2022)

DeepRetina: Layer Segmentation of Retina in OCT Images Using Deep Learning
por: Li, Qiaoliang, et al.
Publicado: (2020)

Deep learning and convolutional neural networks for medical imaging and clinical informatics
por: Lu, Le, et al.
Publicado: (2019)

Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation
por: Noothout, Julia M. H., et al.
Publicado: (2022)

Deep learning in multimedia healthcare applications: a review
por: Tobón, Diana P., et al.
Publicado: (2022)

Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks
por: Pelka, Obioma, et al.
Publicado: (2018)

Automated Quality Assessment and Image Selection of Ultra-Widefield Fluorescein Angiography Images through Deep Learning
por: Li, Henry H., et al.
Publicado: (2020)

Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
por: Khattab, Rana, et al.
Publicado: (2023)

Automated Uterine Fibroids Detection in Ultrasound Images Using Deep Convolutional Neural Networks
por: Shahzad, Ahsan, et al.
Publicado: (2023)

Superlative Feature Selection Based Image Classification Using Deep Learning in Medical Imaging
por: Humayun, Mamoona, et al.
Publicado: (2022)

IoT-enabled stacked ensemble of deep neural networks for the diagnosis of COVID-19 using chest CT scans
por: Shorfuzzaman, Mohammad
Publicado: (2021)

Epistemic neural network based evaluation of online teaching status during epidemic period
por: Yao, Ni
Publicado: (2022)

Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest Images
por: Shorfuzzaman, Mohammad, et al.
Publicado: (2021)

Automated Recognition of Retinal Pigment Epithelium Cells on Limited Training Samples Using Neural Networks
por: Gao, Qitong, et al.
Publicado: (2020)

Automatic Identification of Referral-Warranted Diabetic Retinopathy Using Deep Learning on Mobile Phone Images
por: Ludwig, Cassie A., et al.
Publicado: (2020)

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
por: Teng, Lin, et al.
Publicado: (2019)

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning
por: Müller, Dominik, et al.
Publicado: (2021)

Medical Image Retrieval Using Empirical Mode Decomposition with Deep Convolutional Neural Network
por: Zhang, Shaomin, et al.
Publicado: (2020)

Predicting High Coronary Artery Calcium Score From Retinal Fundus Images With Deep Learning Algorithms
por: Son, Jaemin, et al.
Publicado: (2020)

DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images
por: Cheong, Haris, et al.
Publicado: (2020)

Deep Learning Model for Accurate Automatic Determination of Phakic Status in Pediatric and Adult Ultrasound Biomicroscopy Images
por: Le, Christopher, et al.
Publicado: (2020)

Verification of Deep Convolutional Neural Networks Using ImageStars
por: Tran, Hoang-Dung, et al.
Publicado: (2020)

Iris Image Compression Using Deep Convolutional Neural Networks
por: Jalilian, Ehsaneddin, et al.
Publicado: (2022)

Detection and analysis of wheat spikes using Convolutional Neural Networks
por: Hasan, Md Mehedi, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_1asp0u2vfvksgk3uap2rvna7bf