Cargando…

A demystifying convolutional neural networks using Grad-CAM for prediction of coronavirus disease (COVID-19) on X-ray images

The 2019 novel coronavirus (COVID-19) has spread quickly among people living in different countries and is impending 26,27,630 cases worldwide according to the statistics of European Center for Disease Prevention and Control. To control the spread of COVID-19, testing large numbers of alleged cases...

Descripción completa

Detalles Bibliográficos
Autores principales:	Aravinda, C.V., Lin, Meng, Udaya Kumar Reddy, K.R., Amar Prabhu, G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137866/ http://dx.doi.org/10.1016/B978-0-12-824536-1.00037-X

Ejemplares similares

Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset
por: Umair, Muhammad, et al.
Publicado: (2021)

Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM
por: Livieris, Ioannis E., et al.
Publicado: (2023)

NDG-CAM: Nuclei Detection in Histopathology Images with Semantic Segmentation Networks and Grad-CAM
por: Altini, Nicola, et al.
Publicado: (2022)

COVID-19 classification using chest X-ray images based on fusion-assisted deep Bayesian optimization and Grad-CAM visualization
por: Hamza, Ameer, et al.
Publicado: (2022)

Grad-CAM-Based Explainable Artificial Intelligence Related to Medical Text Processing
por: Zhang, Hongjian, et al.
Publicado: (2023)

Optimized Dropkey-Based Grad-CAM: Toward Accurate Image Feature Localization
por: Liu, Yiwei, et al.
Publicado: (2023)

Detection of novel coronavirus from chest X-rays using deep convolutional neural networks
por: Sanket, Shashwat, et al.
Publicado: (2021)

A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images
por: Panwar, Harsh, et al.
Publicado: (2020)

Coronavirus disease analysis using chest X-ray images and a novel deep convolutional neural network
por: Khan, Saddam Hussain, et al.
Publicado: (2021)

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks
por: Narin, Ali, et al.
Publicado: (2021)

Convolutional neural networks for the classification of chest X-rays in the IoT era
por: Almezhghwi, Khaled, et al.
Publicado: (2021)

Explainable COVID-19 detection using fractal dimension and vision transformer with Grad-CAM on cough sounds
por: Sobahi, Nebras, et al.
Publicado: (2022)

DTLCx: An Improved ResNet Architecture to Classify Normal and Conventional Pneumonia Cases from COVID-19 Instances with Grad-CAM-Based Superimposed Visualization Utilizing Chest X-ray Images
por: Ahamed, Md. Khabir Uddin, et al.
Publicado: (2023)

Effective Utilization of Multiple Convolutional Neural Networks for Chest X-Ray Classification
por: Rammuni Silva, Ravidu Suien, et al.
Publicado: (2022)

Survey on Diagnosing CORONA VIRUS from Radiography Chest X-ray Images Using Convolutional Neural Networks
por: Thirukrishna, J. T., et al.
Publicado: (2022)

GradFreeBits: Gradient-Free Bit Allocation for Mixed-Precision Neural Networks
por: Bodner, Benjamin Jacob, et al.
Publicado: (2022)

Low-dose x-ray tomography through a deep convolutional neural network
por: Yang, Xiaogang, et al.
Publicado: (2018)

A convolutional neural network-based screening tool for X-ray serial crystallography
por: Ke, Tsung-Wei, et al.
Publicado: (2018)

AngioNet: a convolutional neural network for vessel segmentation in X-ray angiography
por: Iyer, Kritika, et al.
Publicado: (2021)

Convolutional neural network-based automated segmentation and labeling of the lumbar spine X-ray
por: Kónya, Sándor, et al.
Publicado: (2021)

Uncertainty-aware convolutional neural network for COVID-19 X-ray images classification
por: Gour, Mahesh, et al.
Publicado: (2022)

Osteoporosis diagnosis in knee X-rays by transfer learning based on convolution neural network
por: Wani, Insha Majeed, et al.
Publicado: (2022)

Convolutional Neural Network Defect Detection Algorithm for Wire Bonding X-ray Images
por: Zhan, Daohua, et al.
Publicado: (2023)

SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network
por: Kumar, Aayush, et al.
Publicado: (2022)

Temperatur-Weltrekord: Vier Billionen Grad
Publicado: (2010)

Cobb Angle Measurement of Spine from X-Ray Images Using Convolutional Neural Network
por: Horng, Ming-Huwi, et al.
Publicado: (2019)

Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks
por: Colombo Filho, Márcio Eloi, et al.
Publicado: (2020)

A deep convolutional neural network for COVID-19 detection using chest X-rays
por: Bassi, Pedro R. A. S., et al.
Publicado: (2021)

Diagnosis of Pediatric Pneumonia with Ensemble of Deep Convolutional Neural Networks in Chest X-Ray Images
por: Ayan, Enes, et al.
Publicado: (2021)

Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification
Publicado: (2021)

Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays
por: Mukherjee, Himadri, et al.
Publicado: (2021)

Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images
por: Sahinbas, Kevser, et al.
Publicado: (2021)

Pneumonia Classification from X-ray Images with Inception-V3 and Convolutional Neural Network
por: Mujahid, Muhammad, et al.
Publicado: (2022)

Region-Based Convolutional Neural Network-Based Spine Model Positioning of X-Ray Images
por: Zhang, Le, et al.
Publicado: (2022)

Topology optimization search of deep convolution neural networks for CT and X-ray image classification
por: Louati, Hassen, et al.
Publicado: (2022)

Utilization of Deep Convolutional Neural Networks for Accurate Chest X-Ray Diagnosis and Disease Detection
por: Mann, Mukesh, et al.
Publicado: (2023)

GS-DeepNet: mastering tokamak plasma equilibria with deep neural networks and the Grad–Shafranov equation
por: Joung, Semin, et al.
Publicado: (2023)

Deep Convolutional Neural Networks for Endotracheal Tube Position and X-ray Image Classification: Challenges and Opportunities
por: Lakhani, Paras
Publicado: (2017)

Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks
por: Khasawneh, Natheer, et al.
Publicado: (2021)

Using Convolutional Neural Network with Taguchi Parametric Optimization for Knee Segmentation from X-Ray Images
por: Kim, Young Jae, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_kuu9aeks5qinftr6gs0oka0elo