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...

Spremljeno u:

Bibliografski detalji
Daljnji autori:	Mederos, Boris, Mejia, Jose, Rascon Madrigal, Lidia Hortencia, Cota Ruiz, Juan De Dios, Díaz Román, José David
Format:	Artículo
Jezik:	en_US
Izdano:	2022
Teme:	Lung Lesions Classification Deep Learning Computed Tomography info:eu-repo/classification/cti/7
Online pristup:	https://dx.doi.org/10.17488/RMIB.43.1.1 http://rmib.mx/index.php/rmib/article/view/1208
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!

Similar Items

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

Improving segmentation of liver tumors using deep learning
od: Mejia, Jose
Izdano: (2020)

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

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

Deep learning-based endometrial cancer detection from Pipelle de Cornier biopsy images: 6CP23-7
od: Haydeé Itzel Lira Casas, i dr.
Izdano: (2023)

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

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

Lesiones potencialmente malignas de la cavidad bucal
od: J. G. Lopez Castro, i dr.
Izdano: (2021)

Intelligent Surveillance Systems: A Review
od: Jose Manuel Mejia Muñoz, i dr.
Izdano: (2020)

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

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

Deep learning-based super resolution methodology for positron emission tomography imaging: 4CP22-29
od: Leandro Rodríguez Hernández, i dr.
Izdano: (2022)

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

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

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

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

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

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

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

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

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

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

Design and implementation of a Security Operations Center (SOC) based on cloud computing: 5CP23-8
od: Fredy Fernando Alvarez Sánchez, i dr.
Izdano: (2023)

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

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

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

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

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

Sentiment mining with sarcasm detection in a Big Data streaming environment: 5CP23-21
od: Rafael Jiménez Castro, i dr.
Izdano: (2023)

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

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

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

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

The Benefits of Foreign Language Learning
od: Universidad Autónoma de Ciudad Juárez, i dr.
Izdano: (2017)

Inventory management for products with a sale single period and stochastic demand using Machine Learning models: 4CP22-16
od: Sergio Joaquín González Herrera, i dr.
Izdano: (2022)

COVID-19 and family participation in school activities.: Teaching experiences around the Learn at Home program
od: Evangelina Cervantes Holguín, i dr.
Izdano: (2022)

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

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

Image and cinema in the teaching of economic history
od: Joan Miguel Tejedor Estupiñán, i dr.
Izdano: (2022)

Evaluación de riesgo ergonómico en el área detrás de pantallas de cine
od: Carlos Alejandro Vitela González, i dr.
Izdano: (2016)