Rugby como alternativa dentro de los procesos de reinserción social del Colectivo Calle, Paz y Respeto
Moreno Guaicha, Jefferson Alexander, Escobar Córdova, Silvana Karina, Mena Zamora, Alexis Alberto, Tirado Espín, Andrés
Published in Revista de ciencias sociales (Maracaibo, Venezuela) (01.01.2024)
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Published in Revista de ciencias sociales (Maracaibo, Venezuela) (01.01.2024)
Journal Article
Brain Tumor Segmentation Based on 2D U-Net Using MRI Multi-modalities Brain Images
Tene-Hurtado, Daniela, Almeida-Galárraga, Diego A., Villalba-Meneses, Gandhi, Alvarado-Cando, Omar, Cadena-Morejón, Carolina, Salazar, Valeria Herrera, Orozco-López, Onofre, Tirado-Espín, Andrés
Published in Smart Technologies, Systems and Applications
Published in Smart Technologies, Systems and Applications
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Book Chapter
Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB - retrained AlexNet convolutional neural network [version 2; peer review: 2 approved with reservations]
Arias-Serrano, Isaac, Velásquez-López, Paolo A., Avila-Briones, Laura N., Laurido-Mora, Fanny C., Villalba-Meneses, Fernando, Tirado-Espin, Andrés, Cruz-Varela, Jonathan, Almeida-Galárraga, Diego
Published in F1000 research (01.01.2023)
Published in F1000 research (01.01.2023)
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Journal Article
Diabetic Retinopathy: Detection and Classification Using AlexNet, GoogleNet and ResNet50 Convolutional Neural Networks
Caicho, Jhonny, Chuya-Sumba, Cristina, Jara, Nicole, Salum, Graciela M., Tirado-Espín, Andrés, Villalba-Meneses, Gandhi, Alvarado-Cando, Omar, Cadena-Morejón, Carolina, Almeida-Galárraga, Diego A.
Published in Smart Technologies, Systems and Applications
Published in Smart Technologies, Systems and Applications
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Book Chapter
COVID-19 Pulmonary Lesion Classification Using CNN Software in Chest X-ray with Quadrant Scoring Severity Parameters
Niles, Denisse N., Amaguaña, Daniel A., Lojan, Alejandro B., Salum, Graciela M., Villalba-Meneses, Gandhi, Tirado-Espín, Andrés, Alvarado-Cando, Omar, Noboa-Jaramillo, Adriana, Almeida-Galárraga, Diego A.
Published in Smart Technologies, Systems and Applications
Published in Smart Technologies, Systems and Applications
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Book Chapter
Classification of the Pathological Range of Motion in Low Back Pain Using Wearable Sensors and Machine Learning
Villalba-Meneses, Fernando, Guevara, Cesar, Lojan, Alejandro B, Gualsaqui, Mario G, Arias-Serrano, Isaac, Velásquez-López, Paolo A, Almeida-Galárraga, Diego, Tirado-Espín, Andrés, Marín, Javier, Marín, José J
Published in Sensors (Basel, Switzerland) (01.01.2024)
Published in Sensors (Basel, Switzerland) (01.01.2024)
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Journal Article
Biomechanical Study of the Eye with Keratoconus-Type Corneal Ectasia Using a 3D Geometric Model
Sánchez-Real, Emily, Otuna-Hernández, Diego, Fajardo-Cabrera, Alisson, Davies-Alcívar, Rosemary, Madrid-Pérez, Mario, Cadena-Morejón, Carolina, Almeida-Galárraga, Diego, Guevara, Cesar, Tirado-Espín, Andrés, Villalba-Meneses, Fernando
Published in Applied sciences (01.11.2023)
Published in Applied sciences (01.11.2023)
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Journal Article
The effect of hair removal and filtering on melanoma detection: a comparative deep learning study with AlexNet CNN
Quishpe-Usca, Angélica, Cuenca-Dominguez, Stefany, Arias-Viñansaca, Araceli, Bosmediano-Angos, Karen, Villalba-Meneses, Fernando, Ramírez-Cando, Lenin, Tirado-Espín, Andrés, Cadena-Morejón, Carolina, Almeida-Galárraga, Diego, Guevara, Cesar
Published in PeerJ. Computer science (16.04.2024)
Published in PeerJ. Computer science (16.04.2024)
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Journal Article
Agenda-setting e inmigración: análisis crítico del discurso y frecuencia en los medios: Estudio descriptivo de investigaciones en revistas científicas desde 2015 a 2020
Tirado-Espín, Andrés, Cuesta, Ubaldo, Martínez-Martínez, Luz, Almeida-Galárraga, Diego
Published in RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação (01.09.2020)
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Published in RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação (01.09.2020)
Journal Article
Convolutional Neural Network for Imagine Movement Classification for Neurorehabilitation of Upper Extremities Using Low-Frequency EEG Signals for Spinal Cord Injury
Gualsaquí, Mario G., Delgado, Alejandro S., González, Lady L., Vaca, Giovana F., Almeida-Galárraga, Diego A., Salum, Graciela M., Cadena-Morejón, Carolina, Tirado-Espín, Andres, Villalba-Meneses, Fernando
Published in Smart Technologies, Systems and Applications
Published in Smart Technologies, Systems and Applications
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Book Chapter
Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB - retrained AlexNet convolutional neural network [version 1; peer review: 2 approved with reservations]
Arias-Serrano, Isaac, Velásquez-López, Paolo A., Avila-Briones, Laura N., Laurido-Mora, Fanny C., Villalba-Meneses, Fernando, Tirado-Espin, Andrés, Cruz-Varela, Jonathan, Almeida-Galárraga, Diego
Published in F1000 research (2023)
Published in F1000 research (2023)
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Journal Article
Intelligent Electromyograph for Early Detection of Myopathy and Neuropathy Using EMG Signals and Neural Network Model
Aguiar-Salazar, Evelyn, Cerón-Andrade, Bryan, Valenzuela-Guerra, Andrea, Negrete-Bolagay, Daniela, Fiallos-Ayala, Xiomira, Suntaxi-Dominguez, Diego, Villalba-Meneses, Fernando, Tirado-Espín, Andrés, Almeida-Galárraga, Diego
Published in Information and Communication Technologies
Published in Information and Communication Technologies
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Book Chapter
Implementation of MPC and PID Control Algorithms to the Artificial Pancreas for Diabetes Mellitus Type 1
Matamoros-Alcivar, Esther, Ascencio-Lino, Tanya, Fonseca, Rigoberto, Villalba-Meneses, Gandhi, Tirado-Espin, Andres, Barona, Lorena, Almeida-Galarraga, Diego
Published in 2021 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT) (16.12.2021)
Published in 2021 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT) (16.12.2021)
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Conference Proceeding
Development of a Convolutional Neural Network for Detection of Lung Cancer Based on Computed Tomography Images
Narvaez, Gabriela, Tirado-Espin, Andres, Cadena-Morejon, Carolina, Villalba-Meneses, Fernando, Cruz-Varela, Jonathan, Gordon, Gabriela Villavicencio, Guevara, Cesar, Alvarado-Cando, Omar, Almeida-Galarraga, Diego
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
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Conference Proceeding
Efficacy Analysis in Different Architectures of Convolutional Neural Networks for COVID-19 Diagnosis Based on X-Ray Images
Paspuel-Montalvo, Emilio, Valencia-Cevallos, Camila, Guerrero-Ligna, Alejandra, Villalba-Meneses, Fernando, Cadena-Morejon, Carolina, Teran-Grijalva, Cristhian, Arevalo-Serrano, Gabriela, Tirado-Espin, Andres, Almeida-Galarraga, Diego
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
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Conference Proceeding
Artificial Neural Networks in Non-Small Cell Lung Cancer Detection using Computed Tomography Medical Imaging
Velastegui, Santiago, La A, Jose De, Timana, Brad, Andaluz, Francis, Villalba-Meneses, Fernando, Vizcaino-Imacana, Paulina, Cadena-Morejon, Carolina, Almeida-Galarraga, Diego, Tirado-Espin, Andres
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
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Conference Proceeding
Early Detection of Breast Cancer Using Pretrained AlexNet Convolutional Neural Network
Guanulema, Brenda, Osorio-Ordoonez, Daniela, Vaca-Farinango, Helen, Mieles-Salazar, Ariana, Villalba-Meneses, Fernando, Cevallos-Bermeo, Gabriela, Cadena-Morejon, Carolina, Almeida-Galarraga, Diego, Tirado-Espin, Andres
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
Published in 2023 Fourth International Conference on Information Systems and Software Technologies (ICI2ST) (22.11.2023)
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Conference Proceeding
Development of a System to Detect Stress Using Electrocardiographic Signals and Machine Learning Models
Vasquez-Ucho, Paola A., Valencia-Ramos, Rafael, Villalba-Meneses, Fernando, Tirado-Espin, Andres, Salazar, Valeria Herrera, Almeida-Galarraga, Diego
Published in 2022 Third International Conference on Information Systems and Software Technologies (ICI2ST) (01.11.2022)
Published in 2022 Third International Conference on Information Systems and Software Technologies (ICI2ST) (01.11.2022)
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Conference Proceeding