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
BackMov: Individualized Motion Capture-Based Test to Assess Low Back Pain Mobility Recovery after Treatment
Villalba-Meneses, Fernando, Guevara, Cesar, Velásquez-López, Paolo A, Arias-Serrano, Isaac, Guerrero-Ligña, Stephanie A, Valencia-Cevallos, Camila M, Almeida-Galárraga, Diego, Cadena-Morejón, Carolina, 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
Wearable sensors in the diagnosis and study of Parkinson's disease symptoms: a systematic review
Albán-Cadena, Andrea C., Villalba-Meneses, Fernando, Pila-Varela, Kevin O., Moreno-Calvo, Alejandro, Villalba-Meneses, Carlos P., Almeida-Galárraga, Diego A.
Published in Journal of medical engineering & technology (03.10.2021)
Published in Journal of medical engineering & technology (03.10.2021)
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Journal Article
NIFtHool: an informatics program for identification of NifH proteins using deep neural networks [version 1; peer review: 2 approved]
Suquilanda-Pesántez, Jefferson Daniel, Aguiar Salazar, Evelyn Dayana, Almeida-Galárraga, Diego, Salum, Graciela, Villalba-Meneses, Fernando, Gudiño Gomezjurado, Marco Esteban
Published in F1000 research (2022)
Published in F1000 research (2022)
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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
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
Deep learning neural network development for the classification of bacteriocin sequences produced by lactic acid bacteria [version 1; peer review: awaiting peer review]
González, Lady L., Arias-Serrano, Isaac, Villalba-Meneses, Fernando, Navas-Boada, Paulo, Cruz-Varela, Jonathan
Published in F1000 research (2024)
Published in F1000 research (2024)
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Journal Article
Evaluation of deep oscillation therapy for the treatment of lumbar pain syndrome using motion capture systems: A systematic review
Villalba-Meneses, Fernando, Chaglla-Monge, Karla, Almeida-Galárraga, Diego, Cadena-Morejón, Carolina, Moreno-Calvo, Alejandro, Marín, Javier, Marín, José J.
Published in Journal of bodywork and movement therapies (01.04.2024)
Published in Journal of bodywork and movement therapies (01.04.2024)
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Journal Article
GUSignal: An Informatics Tool to Analyze Glucuronidase Gene Expression in Arabidopsis Thaliana Roots
Herrera-Romero, Bryan, Almeida-Galarraga, Diego, Salum, Graciela M., Villalba-Meneses, Fernando, Gudino-Gomezjurado, Marco Esteban
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2023)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2023)
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Journal Article
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
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
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
Glaucoma detection through digital processing from fundus images using MATLAB
Almeida-Galarraga, Diego, Benavides-Montenegro, Karina, Insuasti-Cruz, Erick, Lovato-Villacis, Nicole, Suarez-Jaramillo, Victoria, Tene-Hurtado, Daniela, Tirado-Espin, Andres, Villalba-Meneses, Gandhi Fernando
Published in 2021 Second International Conference on Information Systems and Software Technologies (ICI2ST) (01.03.2021)
Published in 2021 Second International Conference on Information Systems and Software Technologies (ICI2ST) (01.03.2021)
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Conference Proceeding
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