Author

Jonathan Cruz-Varela

Observed names: Cruz-Varela, Jonathan, Jonathan Cruz, Jonathan Cruz Varela, Jonathan D. Cruz

Observed institution: Universidad Yachay Tech

ORCID: 0000-0001-5547-3487

Observed ORCID: 0000-0001-5547-3487

OpenAlex ID: A5089754662

Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB — retrained AlexNet convolutional neural network

2023 · Isaac Arias-Serrano, Paolo A. Velásquez-López, et al. · F1000Research · 50

Deep Learning for Glaucoma Detection: R-CNN ResNet-50 and Image Segmentation

2023 · Marlene S. Puchaicela-Lozano, Luis Zhinin-Vera, et al. · Journal of Advances in Information Technology · 33

Multi-class Classification Approach for Retinal Diseases

2023 · Mario G. Gualsaqui, Stefany M. Cuenca, et al. · Journal of Advances in Information Technology · 18

Detecting Parkinson’s Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning

2023 · Kevin Saltos, Luis Zhinin-Vera, et al. · Communications in computer and information science · 8

Metabolic pathways of Alternative Lengthening of Telomeres in pan-carcinoma

2025 · Isaac Armendáriz-Castillo, Jennyfer García-Cárdenas, et al. · PLoS ONE · 6

Algorithm for Medical Diagnostic Support Using Machine and Deep Learning for Depressive Disorder Based on Electroencephalogram Readings

2023 · Lady L. González, Giovana F. Vaca, et al. · Communications in computer and information science · 6

Deep learning neural network development for the classification of bacteriocin sequences produced by lactic acid bacteria

2024 · Lady L. González, Isaac Arias-Serrano, et al. · F1000Research · 5

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Diagnosis and Degree of Evolution in a Keratoconus-Type Corneal Ectasia from Image Processing

2023 · Diego Otuna-Hernández, Leslie Espinoza-Castro, et al. · Communications in computer and information science · 5

Comparison of 1D Convolutional Neural Networks for Arrhythmias Classification Using ECG Signals

2024 · Julián Escobar-Ordoñez, Luis Zhinin-Vera, et al. · Lecture notes in networks and systems · 3

Advancing Healthcare: Early Tuberculosis Detection in Chest X-Rays Through Select Convolutional Neural Networks

2024 · Stefany Cuenca-Dominguez, Victor Arrobo-Sarango, et al. · Lecture notes in networks and systems · 2

Tumor Kidney Segmentation from CT Images Using Residual U-Net Architecture

2023 · Alejandro Delgado, Carlos Quinteros, et al. · Communications in computer and information science · 2

Analysis of Epileptic Seizures Using 1D Convolutional Neural Network for Epilepsy Prediction

2024 · Deynna-L. Sevilla-Flores, Darwin-A. Quinteros-Sarmiento, et al. · Lecture notes in networks and systems · 1

Harnessing Fagraea Berteroana Leaf Extract for Eco-Friendly Synthesis of Platinum Nanoparticles

2024 · José De La A, Francis Andaluz, et al. · Lecture notes in networks and systems · 1

Neural Network Architectures Comparison for Atrial Fibrillation Detection

2023 · Jaylenne Aguilar, Nelly Tacuri-Pizha, et al. · International Conference on Information Systems and Software Technologies (ICI2ST) · 1

Development of a Real-Time Android Application for Brain Tumor Detection from MRI Scans

2026 · Bryan Chulde Fernández, Santiago Velastegui, et al. · Lecture notes in networks and systems

Real-Time COVID 19 Detection on X-Ray Image Using Object Detection and MediaPipe

2026 · Carolina Játiva, Anahi Vaca, et al. · Lecture notes in networks and systems

Pneumonia Detection Using Object Detection with MobileNet and TFLite: Implementation in Android Studio

2026 · Pamela Espinosa Cuayal, Erick Iles, et al. · Lecture notes in networks and systems

Using Artificial Intelligence and X-ray Images to Train and Predict COVID-19 and Pneumonia: Tool for Diagnosis and Treatment

2024 · Bryan Juárez-Gonzalez, Fernando Villalba-Meneses, et al. · Communications in computer and information science

Development of a Convolutional Neural Network for Detection of Lung Cancer Based on Computed Tomography Images

2023 · Gabriela Narvaez, Andrés Tirado-Espin, et al. · International Conference on Information Systems and Software Technologies (ICI2ST)

Works count: 20

Citation count: 142

H-index: 6

I10-index: 3