Detection of COVID-19 Lung Lesions in Computed Tomography Images Using Deep Learning

Detection of COVID-19 Lung Lesions in Computed Tomography Images Using Deep Learning

The novel coronavirus (COVID-19) is a disease that mainly affects the lung tissue. The detection of lesions caused by this disease can help to provide an adequate treatment and monitoring its evolution. This research focuses on the bi nary classification of lung lesions caused by COVID-19 in image...

Fuld beskrivelse

Saved in:

Bibliografiske detaljer
Andre forfattere:	Mederos, Boris, Mejia, Jose, Rascon Madrigal, Lidia Hortencia, Cota Ruiz, Juan De Dios, Díaz Román, José David
Format:	Artículo
Sprog:	en_US
Udgivet:	2022
Fag:	Lung Lesions Classification Deep Learning Computed Tomography info:eu-repo/classification/cti/7
Online adgang:	https://dx.doi.org/10.17488/RMIB.43.1.1 http://rmib.mx/index.php/rmib/article/view/1208
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!

Lignende værker

Mexican traffic sign detection and classification using deep learning
Udgivet: (2022)

Improving segmentation of liver tumors using deep learning
af: Mejia, Jose
Udgivet: (2020)

Intelligent system for the visual support of caloric intake of food in inhabitants of a smart city using a deep learning model
af: Ochoa, Alberto
Udgivet: (2020)

Deep learning-based endometrial cancer detection from Pipelle de Cornier biopsy images: 6CP23-7
af: Haydeé Itzel Lira Casas, et al.
Udgivet: (2023)

Dictionary-based super resolution for positron emission tomography images
af: Rodríguez Hernández, Leandro José
Udgivet: (2019)

Characterization of Impulse Oscillometric Measures of Respiratory Small Airway Function in Children
af: Avila, Nancy
Udgivet: (2019)

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
Udgivet: (2023)

Intelligent Surveillance Systems: A Review
af: Jose Manuel Mejia Muñoz, et al.
Udgivet: (2020)

Reconstruction of PET Images Using Cross-Entropy and Field of Experts
af: Mejia, Jose
Udgivet: (2019)

Lesiones potencialmente malignas de la cavidad bucal
af: J. G. Lopez Castro, et al.
Udgivet: (2021)

Deep learning-based super resolution methodology for positron emission tomography imaging: 4CP22-29
af: Leandro Rodríguez Hernández, et al.
Udgivet: (2022)

Lesiones potencialmente cancerizables; revisión y actualización de la literatura
af: Jimenez Elias, Diana Arely
Udgivet: (2018)

Importancia del estudio histopatológico en la identificación de lesiones de la cavidad bucal
af: Enriquez-Bencomo, Melissa Yajaira
Udgivet: (2019)

Project-based learning on B-learning for integral programming courses
af: Méndez-Gurrola, Iris Iddaly
Udgivet: (2020)

Producto de rehabilitación en lesiones de nervios periféricos de la mano para mujeres que trabajan en oficinas.
af: Pereira Acosta, Wendy
Udgivet: (2022)

Evaluación de un algoritmo “Faster R-CNN” entrenado sobre un conjunto de datos locales para la detección de señales de tráfico.
af: Bobadilla Ramos, Juan Manuel
Udgivet: (2022)

Decodificación de gestos de labios a texto con redes neuronales convolucionales.
af: Salinas Villanueva, Omar Adrián
Udgivet: (2019)

Emotional Classification Method (ECW): A Methodology for Measuring Emotional Sustainability in a Work Environment Utilizing Artificial Intelligence
af: Roldan Castellanos, Abraham
Udgivet: (2023)

An Enhanced Lightweight IoT-based Authentication Scheme in Cloud Computing Circumstances
af: Martínez-Peláez, Rafael
Udgivet: (2019)

Automated detection of parenchymal changes of ischemic stroke in non-contrast computer tomography: A fuzzy approach
af: Gordillo Castillo, Nelly
Udgivet: (2018)

Reconstruction of Positron Emission Tomography Images Using Gaussian Curvature
af: mejia, jose
Udgivet: (2018)

Desarrollo de un sistema de procesamiento de imágenes para segmentar lesiones en el hígado a partir de imágenes adquiridas por tomografía computarizada
af: Cossio Galindo, Karen Lucero
Udgivet: (2019)

Design and implementation of a Security Operations Center (SOC) based on cloud computing: 5CP23-8
af: Fredy Fernando Alvarez Sánchez, et al.
Udgivet: (2023)

Frecuencia de lesiones y condiciones orales en pacientes mayores de 18 años en una clínica de atención primaria en México
af: Donohue-Cornejo, Alejandro
Udgivet: (2018)

Multi-Agent Reinforcement Learning Using Linear Fuzzy Model Applied to Cooperative Mobile Robots
af: Luviano Cruz, David
Udgivet: (2018)

Editorial: From traditional Information Technology to Serverless. A novel approach to monitor mobile phones using concepts and principles of Industrial Internet of Things
Udgivet: (2021)

Ecotourism and theories of learning/education
af: González Herrera, Manuel Ramón
Udgivet: (2021)

An empirical study of the effect that a computer graphics course has on visual-spatial abilities
af: Gonzalez Campos, Jose Saul
Udgivet: (2019)

Intelligent System for Customizing Evaluation Activities Implemented in Virtual Learning Environments: Experiments and Results
Udgivet: (2022)

The effect of learning culture on training transfer: empirical evidence in Spanish teachers
af: Gil Lopez, Alfonso Jesus
Udgivet: (2018)

Self-Learning Geometric Transformations: A Framework for the “Before and After” Style of Exercises
af: Gonzalez Campos, Jose Saul
Udgivet: (2022)

Sentiment mining with sarcasm detection in a Big Data streaming environment: 5CP23-21
af: Rafael Jiménez Castro, et al.
Udgivet: (2023)

Modelo Integrador de Internet Industrial de las Cosas con Alertas Hápticas para el Análisis y la Toma de Decisiones.
af: Contreras Masse, Roberto Antonio
Udgivet: (2021)

The Benefits of Foreign Language Learning
af: Universidad Autónoma de Ciudad Juárez, et al.
Udgivet: (2017)

Inventory management for products with a sale single period and stochastic demand using Machine Learning models: 4CP22-16
af: Sergio Joaquín González Herrera, et al.
Udgivet: (2022)

COVID-19 and family participation in school activities.: Teaching experiences around the Learn at Home program
af: Evangelina Cervantes Holguín, et al.
Udgivet: (2022)

A Proposal for Data Breach Detection in Organizations Based on User Behavior
Udgivet: (2021)

Human capital theory practiced at the learning cities
af: Blanca Azucena Tovar Meléndez
Udgivet: (2022)

Image and cinema in the teaching of economic history
af: Joan Miguel Tejedor Estupiñán, et al.
Udgivet: (2022)

Tourism Experiential Learning through Academic Field Trips in Higher Education. Copper Canyon (Mexico)
af: González Herrera, Manuel Ramón
Udgivet: (2021)