Universidad de Colima

AIoT-Enabled Edge Intelligence Framework for Real-Time Monitoring and Fault Diagnosis in Photovoltaic Systems Through LSTM and Random Forest

The reliable operation of photovoltaic (PV) systems requires effective methods for distinguishing anomalies from normal environmental variations. This study presents an Artificial Intelligence of Things (AIoT) framework for real-time PV monitoring and anomaly diagnosis. The propo...

Depressive Symptom Predictors in Older Mexican Adults: Interaction Structures and Nonlinear Effects from Machine Learning Explainability

Background Depression among older adults remains a critical public health issue in Latin America, where aging populations face compounded social and health vulnerabilities. Objective To characterize psychosocial and clinical predictors of depressive symptoms among older Mexican a...

Optimization of Antimicrobial Concentrations in an Agar-Free, Low-Cost, Wheat Germ-Based Diet for Mass Rearing of Drosophila suzukii

The bottleneck for the mass production of Trichopria drosophilae Perkins (Hymenoptera: Diapriidae), the principal parasitoid of the Drosophila suzukii (Matsumura) (Diptera: Drosophilidae), is the lack of efficient mass-rearing methods. Here, we optimized the concentrations of fiv...

LINAC-based stereotactic radiosurgery targeting the hippocampus in mesial temporal lobe epilepsy: a single-center case series

BACKGROUND: Epilepsy is a neurological disorder affecting over 50 million people worldwide, with a global incidence of 7.6 per 1,000 individuals. Mesial temporal lobe epilepsy (MTLE) is characterized by recurrent, unprovoked seizures originating in the temporal lobe. The standard...

Oncoplastic Reconstruction of the Anterior Chest Wall Using a Latissimus Dorsi Myocutaneous Flap: A Case Report

Background: Dermatofibrosarcoma protuberans (DFSP) is an uncommon cutaneous fibroblastic neoplasm characterized by infiltrative growth, low metastatic potential, and a high risk of local recurrence following incomplete excision. Large or recurrent tumors of the anterior chest wal...

Trop-2 overexpression as a prognostic marker in early triple-negative breast cancer: results from the GEICAM_CIBOMA trial

Trophoblast cell-surface antigen 2 (Trop-2) is a key therapeutic target in metastatic triple-negative breast cancer (TNBC), yet its prognostic significance in early-stage disease remains poorly defined. We evaluated Trop-2 expression and its clinical impact within a sub-cohort of...

The Role of Prior-Induced Regularization in Accuracy and Stability of Genomic Prediction Across Unimodal and Multimodal Models

In this study, we assessed the impact of prior-induced regularization using six real datasets from wheat, rice, and potato, spanning 107–758 genotypes, 2–12 environments, 1–18 traits, and 2744–108,024 molecular markers. Two modeling scenarios were evaluated: (i) unimodal genomic...

Global Trends in Port Sustainability: A Bibliometric Analysis and Systematic Review with Insights from the Port of Manzanillo, Mexico

Purpose: This study analyzes the evolution of global research on port sustainability and examines how these trends relate to the governance and development challenges of the Port of Manzanillo, Mexico, with implications for sustainable port transitions in emerging economies. Meth...

Evaluation of Residential Satisfaction in Mexico: Creation and Validation of a Measure Instrument / Evaluación de la satisfacción residencial en México: creación y validación de un instrumento de medida

Accurately measuring residential satisfaction is important when it comes to guiding architectural design strategies that improve people’s quality of life in line with their needs. The aim of this study was to create and validate a specific instrument to measure residential satisf...