Projects
2025 - Present
Predictive analysis in liver transplantation for hepatocarcinoma: circadian timing impact
Volunteer work at University Hospital Virgen de la Arrixaca (Murcia, Spain). I conduct predictive analysis examining how time-of-day impacts outcomes in liver transplants for hepatocarcinoma patients, based on chronobiological principles. Using Kaplan-Meier survival models, Cox regression, and machine learning algorithms.
2024
Chest CT Scan Image Classification
Deep learning model to classify chest CT scan images to detect the presence of lung diseases.
2023
Brain Tumor MRI Classification
Convolutional neural network (CNN) is used to classify MRI images into categories indicating the presence or absence of a brain tumor.