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...

Saved in:

书目详细资料
其他作者:	Mederos, Boris, Mejia, Jose, Rascon Madrigal, Lidia Hortencia, Cota Ruiz, Juan De Dios, Díaz Román, José David
格式:	Artículo
语言:	en_US
出版:	2022
主题:	Lung Lesions Classification Deep Learning Computed Tomography info:eu-repo/classification/cti/7
在线阅读:	https://dx.doi.org/10.17488/RMIB.43.1.1 http://rmib.mx/index.php/rmib/article/view/1208
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Framework to Support Radiologist Personnel in the Diagnosis of Diseases in Medical Images Using Deep Learning and Personalized DICOM Tags
由: Sánchez Solís, Julia Patricia
出版: (2024)

Deep learning model for the identification of pathologies in medical images: 7CP24-35
由: Manuel Rodríguez Contreras, et al.
出版: (2024)

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

Improving segmentation of liver tumors using deep learning
由: Mejia, Jose
出版: (2020)

Demystifying Deep Learning Building Blocks
由: Ochoa Domínguez, Humberto
出版: (2024)

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

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

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

Application of the few-shot algorithm for estimating bird population sizes in Chihuahua and its ornithological implications: 7CP24-26
由: José Luis Acosta Román, et al.
出版: (2024)

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

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

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

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

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

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

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

Smart Parking: Enhancing Urban Mobility with Fog Computing and Machine Learning-Based Parking Occupancy Prediction
由: Enriquez Aguilera, Francisco Javier
出版: (2024)

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

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

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

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

Lesiones frecuentes en acróbatas de danza en telas aéreas en América Latina y España
由: Gutierrez Sandoval, Pavel Roel
出版: (2024)

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

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

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

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

Malaria Cell Image Classification Using Compact Deep Learning Architectures on Jetson TX2
出版: (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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