Carlos Brito‐Loeza

Autonomous University of Yucatán — Mexico

Computer Science · Physical Sciences

10h-index456citations44works1.02yr avg
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Research Topics

Medical Image Segmentation Techniques(9), Image and Signal Denoising Methods(9), Optical measurement and interference techniques(7), Trypanosoma species research and implications(4), Cell Image Analysis Techniques(4)

Publications44 total

Chagas Parasite Semi-Supervised Classification in Blood Sample Images Using Different Deep Learning
2025
From Detection to Motion-Based Classification: A Two-Stage Approach for T. cruzi Identification in Video Sequences
Journal of Imaging·2025Open Access
Impacto de la discretización numérica del modelo de variación total de eliminación de ruido.
Journal of basic sciences.·2025Open Access
Multikernel embedded fusion UNet (MKEF-UNet): a robust deep learning approach for accurate segmentation of Chagas parasites
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES·2025Open Access
Convolutional Neural Networks for the Classification of Comet Assay Cells
Communications in computer and information science·2025
Machine Learning for Predicting Chronic Renal Disease Progression in COVID-19 Patients with Acute Renal Injury: A Feasibility Study
Biomedicines·2024· 3 citedOpen Access
Relationship between Irregularities of the Nuclear Envelope and Mitochondria in HeLa Cells Observed with Electron Microscopy
2024· 4 cited
Pollen grains detection of four plant species of Yucatan using deep learning
Journal of Intelligent & Fuzzy Systems·2024
Image Processing and Machine Learning Techniques for Chagas Disease Detection and Identification
Lecture notes in computer science·2024· 2 citedOpen Access
Relationship Between Irregularities of the Nuclear Envelope and Mitochondria in HeLa cells Observed with Electron Microscopy
2023· 1 citedOpen Access
Nonlinear DIP-DiracVTV Model for Color Image Restoration
Lecture notes in computer science·2023· 2 cited
Model discovery of compartmental models with Graph-Supported Neural Networks
Applied Mathematics and Computation·2023· 1 cited
Chagas parasite classification in blood sample images using different machine learning architectures
Medical & Biological Engineering & Computing·2023· 1 cited
Parallel algorithm for wrapped phase denoising
Journal of Real-Time Image Processing·2023
A Variational Model for Wrapped Phase Denoising
Mathematics·2023· 2 citedOpen Access
Fully-convolutional neural networks ensemble for comet segmentation in single cell gel electrophoresis assay images
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization·2023
A variational model for wrapped phase denoising
arXiv (Cornell University)·2023· 1 citedOpen Access
Effective residual convolutional neural network for Chagas disease parasite segmentation
Medical & Biological Engineering & Computing·2022· 8 cited
On the Performance of Preconditioned Methods to Solve $$L^{p}$$-Norm Phase Unwrapping
Communications in computer and information science·2022· 4 citedOpen Access
Intelligent Computing Systems
Communications in computer and information science·2022· 1 cited
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Frequent Co-authors

Anabel Martín-González(14), Ricardo Legarda-Sáenz(13), Ke Chen(10), A. Espinosa-Romero(7), Víctor Uc-Cetina(5), Lavdie Rada(5), Cefa Karabağ(4), Preet Kumar(4), Hugo Ruíz-Piña(3), Daniel Ruz-Suarez(3), Constantino Carlos Reyes‐Aldasoro(3), Iván de Jesús May-Cen(3), Noppadol Chumchob(2), Mazlinda Ibrahim(2), Elda Pacheco‐Pantoja(2), Daniel Brito-Pacheco(2), Panos Giannopoulos(2), Francisco J. Hernandez–Lopez(2), Roger D. Soberanis-Mukul(1), Faisal Fairag(1)