L
Laura A. Zanella-Calzada
Researcher at University of Lorraine
Publications - 37
Citations - 523
Laura A. Zanella-Calzada is an academic researcher from University of Lorraine. The author has contributed to research in topics: Mammography & Feature selection. The author has an hindex of 8, co-authored 36 publications receiving 238 citations. Previous affiliations of Laura A. Zanella-Calzada include Autonomous University of Zacatecas & Universidad Autónoma de San Luis Potosí.
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Journal ArticleDOI
Comparison of Convolutional Neural Network Architectures for Classification of Tomato Plant Diseases
Valeria Maeda-Gutiérrez,Carlos E. Galván-Tejada,Laura A. Zanella-Calzada,José M. Celaya-Padilla,Jorge I. Galván-Tejada,Hamurabi Gamboa-Rosales,Huizilopoztli Luna-García,Rafael Magallanes-Quintanar,Carlos A. Guerrero Méndez,Carlos Olvera-Olvera +9 more
TL;DR: This work focused on fine-tuning based on the comparison of the state-of-the-art architectures: AlexNet, GoogleNet, Inception V3, Residual Network (ResNet) 18, and ResNet 50, and concluded that this significantly success rate makes the GoogleNet model a useful tool for farmers in helping to identify and protect tomatoes from the diseases mentioned.
Journal ArticleDOI
An efficient Harris hawks-inspired image segmentation method
Erick Rodríguez-Esparza,Laura A. Zanella-Calzada,Diego Oliva,Ali Asghar Heidari,Ali Asghar Heidari,Daniel Zaldivar,Marco Pérez-Cisneros,Loke Kok Foong +7 more
TL;DR: An efficient methodology for multilevel segmentation is proposed using the Harris Hawks Optimization (HHO) algorithm and the minimum cross-entropy as a fitness function and it presents an improvement over other segmentation approaches that are currently used in the literature.
Journal ArticleDOI
Persistence of COVID-19 Symptoms after Recovery in Mexican Population.
Carlos E. Galván-Tejada,Cintya Fabiola Herrera-García,Susana Godina-González,Karen E. Villagrana-Bañuelos,Juan Daniel De Luna Amaro,Karla Herrera-García,Carolina Rodríguez-Quiñones,Laura A. Zanella-Calzada,Julio Ramírez-Barranco,Jocelyn L. Ruiz de Avila,Fuensanta Reyes-Escobedo,José M. Celaya-Padilla,Jorge I. Galván-Tejada,Hamurabi Gamboa-Rosales,Monica I. Martinez-Acuna,Alberto R. Cervantes-Villagrana,Bruno Rivas-Santiago,Irma González-Curiel +17 more
TL;DR: It was obtained that all symptoms have an associated risk in those recovered from COVID-19, and public health strategies must be rethought, to treat or rehabilitate, avoiding chronic problems in patients recovered from CoV-19.
Journal ArticleDOI
Deep Artificial Neural Networks for the Diagnostic of Caries Using Socioeconomic and Nutritional Features as Determinants: Data from NHANES 2013⁻2014.
Laura A. Zanella-Calzada,Carlos E. Galván-Tejada,Nubia M. Chávez-Lamas,Jesús Rivas-Gutierrez,Rafael Magallanes-Quintanar,José M. Celaya-Padilla,Jorge I. Galván-Tejada,Hamurabi Gamboa-Rosales +7 more
TL;DR: It is possible to conclude that the classification model developed through the deep ANN is able to classify subjects with absence of caries from subjects with presence or restorations with high accuracy, according to their demographic and dietary factors.
Journal ArticleDOI
Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients
Laura A. Zanella-Calzada,Carlos E. Galván-Tejada,Nubia M. Chávez-Lamas,M. del Carmen Gracia-Cortés,Rafael Magallanes-Quintanar,José M. Celaya-Padilla,Jorge I. Galván-Tejada,Hamurabi Gamboa-Rosales +7 more
TL;DR: It is concluded that the motor activity allows distinguishing between the two classes of depression, providing a preliminary and automated tool to specialists for the diagnosis of depression.