Buscador de Tesis y publicaciones académicas

Architectural inductive bias in from-scratch CNN training for multi-disease fundus image classification

Crisóstomo Barajas-Solano

Abstract This study investigates how architectural design influences the behavior of lightweight convolutional neural networks in multilabel classification of retinal diseases using the ocular disease intelligent recognition-5 K dataset. Rather than focusing solely on predictive performance, we analyze multiple complem...

Local Well‐Posedness for the Biharmonic Nonlinear Schrödinger Equation in Low Dimensions

Iryna Petrenko · Oscar Riaño · Svetlana Roudenko

ABSTRACT In this paper we consider the fourth‐order (or biharmonic) nonlinear Schrödinger (NLS) equation in dimensions 1, 2, and 3, where the potential term is expressed as a power nonlinearity (for any positive power) and the dispersion operator has the fourth ‐order combined with the lower second ‐order. The fourth o...

Ancho crítico de franjas de poda en los Cerros Orientales: simulación con autómatas celulares. Código de análisis y datos derivados.

Duarte Rojas, Sergio Santiago · Cely Duarte, Sol Daniela · BARON VELANDIA, JULIO

Código de análisis y datos derivados que reproducen íntegramente los resultados, las tablas y las figuras del artículo Ancho crítico de franjas de poda en los Cerros Orientales: simulación con autómatas celulares. El depósito cubre 3750 simulaciones de un autómata celular de incendios forestales, repartidas en cuatro e...

Longitudinal zone- and cell type-specific pattern-triggered immune responses in Arabidopsis roots

Lahong Xu · Fausto Andres Ortiz-Morea · Sung-Il Kim · Camilla Ferrari · y 7 más

Roots, composed of diverse cell types across longitudinal developmental zones, are vital for plant survival against microbial challenges. Leveraging single-cell transcriptomics and live-cell imaging of Arabidopsis roots, we reveal here that plant-derived phytocytokines elicit more potent immune responses than microbe-d...

Stereotactic Radiosurgery for Brain Arteriovenous Malformations as Expected Curative Treatment: Outcomes of Patients Included in the Prospective Registry of a Pragmatic Trial

Alhazmi, Hanan · Darsaut, Tim · Gentric, Jean-Christophe · Roy, Daniel · y 154 más

The Treatment Of Brain Arteriovenous malformations Study is a pragmatic study comprising 2 randomized trials and prospective registries of patients with brain arteriovenous malformations (AVMs). We report the results of the stereotactic radiosurgery (SRS) registry.TOBAS uses an algorithm integrating clinical judgment a...

Incidence rate and risk factors of ventilator-associated pneumonia in neurocritical patients with acute cerebrovascular diseases: A systematic review and meta-analysis of observational studies

Julian Orlando Casallas-Barrera · Jenny Paola Garzón-Ruiz · Nicolás Alejandro Cuevas-Jiménez · Edwin Silva-Monsalve · y 5 más

Objective Ventilator-associated pneumonia is a common complication among critically ill patients, particularly those with acute cerebrovascular diseases, including acute ischemic stroke, intracerebral hemorrhage, and aneurysmal subarachnoid hemorrhage. This study aimed to identify the factors associated with ventilator...

Cosmopolites sordidus G. as a dispersal agent of Fusarium oxysporum f. sp. cubense Tropical Race 4 (Foc TR4) in Cavendish banana crops (Musa AAA)

Tatiana Camila Miranda-Salas · Barlin O. Olivares · Rommel Igor León-Pacheco · Mónica Betancourt-Vásquez · y 4 más

Cosmopolites sordidus Germar is the most limiting insect pest in the production of musaceous crops. The objective of this study was to analyze the relationship between the population density of C. sordidus and the incidence of Fusarium oxysporum f. sp. cubense Tropical Race 4 (Foc TR4) in Cavendish banana plantations w...

Transcriptomic profiling of human placental explants exposed to Plasmodium falciparum reveals activation of tissue-remodeling pathways and signatures associated with the Placenta–Brain Axis

Ana María García Sierra · Marcela Akemi Ishihara · Carolina López Guzmán · Juan Diego Ramírez Aristizábal · y 2 más

Placental malaria contributes to adverse birth outcomes, preterm birth, intrauterine growth restriction, and low birth weight, yet the early molecular responses of the human placenta to Plasmodium falciparum remain poorly defined. The aim of this study was to explore the early transcriptional responses of human placent...

Response to the Letter to the Editor Titled “Concerning: Menstrual‐Associated Gastrointestinal Symptoms and Their Impact on IBS Diagnosis in Adolescents”

Samantha Arrizabalo · Krisia Banegas · Carlos Alberto Velasco‐Benitez · Daniela Alejandra Velasco‐Suarez · y 2 más

Lipid management and cardiovascular risk assessment: Physician perspectives from seven countries across five WHORegions — insights from the INTERASPIRE study

Chathurangani Menaka Balasooriya · Catriona Jennings · Eanna Kenny · Dirk De Bacquer · y 29 más

Lipid management and risk assessment are key to preventing atherosclerotic cardiovascular disease (ASCVD). As part of the INTERASPIRE study, we conducted a sub-study to evaluate physician practices in cardiovascular risk assessment and lipid management.A total of 245 physicians, including cardiologists, general physici...