Detection and segmentation of clothing images using deep learning (2022–) [tcc]
Machine learning and deep learning models for predictive maintenance (2021–) [tcc] [tcc] [tcc] [paper] [paper] [paper]
Short-term forecasting of solar irradiance using machine learning with local telemetry and sky images (2021–) [thesis] [paper]
Prediction of the incidence of pressure ulcers in the ICU using electronic records and machine learning (2021–) [tcc] [paper] [paper] [paper]
Uncertainty estimation and noisy label learning techniques for deep learning models (2020–) [paper] [paper] [paper]
Change detection for high-resolution SAR images using convolutional networks (2020–) [tcc] [paper] [paper]
Brain age prediction using deep learning (2020–2023) [thesis] [paper] [paper]
Brain tumor segmentation using convolutional networks (2020–2022) [thesis] [paper] [paper]
Semi-supervised learning for medical image classification and segmentation (2020–2022) [paper] [thesis]
Neural network decoding of short-length channel codes (2019–2021) [thesis] [paper]
Grantless and grant-based massive random access (2018–2020) [thesis] [paper] [paper]
Deep learning for multi-label classification of medical texts (2019–2020) [tcc] [paper]
Deep convolutional networks for the detection of masses in mammography exams (2018–2019) [tcc] [paper]