Area of research
Oceanography · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Oceanographic and Atmospheric Processes, Radiomics and Machine Learning in Medical Imaging, Prostate Cancer Diagnosis and Treatment, and Reservoir Engineering and Simulation Methods.
Convolutional neural networks for sea surface data assimilation in operational ocean models: test case in the Gulf of Mexico
Identifying and Predicting the Lagrangian Coherence of Eddies in the Gulf of Mexico Using Machine Learning and Satellite Observations
Seasonality of Marine Litter Hotspots in the Wider Caribbean Region
The K‐Profile Parameterization Augmented by Deep Neural Networks (KPP_DNN) in the General Ocean Turbulence Model (GOTM)
Operational ozone forecasting system in Mexico City: A machine learning framework integrating forecasted weather and historical ozone data
Tracking Loop Current Eddies in the Gulf of Mexico Using Satellite-Derived Chlorophyll-a
Imaging the dynamics of murine uterine contractions in early pregnancy
The K-profile Parameterization augmented by Deep Neural Networks (KPP_DNN) in the General Ocean Turbulence Model (GOTM)
Imaging the dynamics of uterine contractions in early pregnancy
Deep Learning for Per-Fraction Automatic Segmentation of Gross Tumor Volume (GTV) and Organs at Risk (OARs) in Adaptive Radiotherapy of Cervical Cancer
Tracking Marine Litter With a Global Ocean Model: Where Does It Go? Where Does It Come From?
A Deep Learning Approach for Automated Volume Delineation on Daily MRI Scans in Glioblastoma Patients
Segmentation of prostate and prostate zones using deep learning
A Quality Control System for Automated Prostate Segmentation on T2-Weighted MRI
Deep Learning Approach for Multi-Reference Tissue Normalization on T2-weighted MRI in Longitudinal Dataset from Prospective Radiotherapy Trial for Prostate Cancer
Classification of suspicious lesions on prostate multiparametric MRI using machine learning
Breast lesion segmentation software for DCE-MRI: An open source GPGPU based optimization
Personal Sensors and In Situ Interviews to Assess Pollution Exposure in a Busy Intersection of Mexico City
Functional connectivity analysis of resting-state fMRI networks in nicotine dependent patients
A New Method for the Analysis of Soft Tissues with Data Acquired under Field Conditions
Multiplatform GPGPU implementation of the active contours without edges algorithm
Computer-aided diagnosis of small lesions and non-masses in breast MRI
Spatio-temporal feature extraction for differentiation of non-mass-enhancing lesions in breast MRI