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...

Tallennettuna:

Bibliografiset tiedot
Muut tekijät:	Mederos, Boris, Mejia, Jose, Rascon Madrigal, Lidia Hortencia, Cota Ruiz, Juan De Dios, Díaz Román, José David
Aineistotyyppi:	Artículo
Kieli:	en_US
Julkaistu:	2022
Aiheet:	Lung Lesions Classification Deep Learning Computed Tomography info:eu-repo/classification/cti/7
Linkit:	https://dx.doi.org/10.17488/RMIB.43.1.1 http://rmib.mx/index.php/rmib/article/view/1208
Tagit:	Lisää tagi Ei tageja, Lisää ensimmäinen tagi!

Samankaltaisia teoksia

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

Improving segmentation of liver tumors using deep learning
Tekijä: Mejia, Jose
Julkaistu: (2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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