My research is focused into different fields of Medical Image Computing, where I am developing tools to help physicists issuing a better diagnosis.
Research Fields
Development of a CAD for mass detection in mammography (Click here for more information).
Structures segmentation in brain MRI and also white matter lesion detection (Click here for more information).
Prostate segmentation for multi-modal prostate registration
PhD Students
Albert Clèrigues. Deep learning methods for extraction of neuroimage markers in the prognosis of brain pathologies. Codirected with Xavier Lladó and Sergi Valverde. February 2023.
Jose Bernal. Deep learning for atrophy quantification in brain magnetic resonance imaging. Codirected with Xavier Lladó. October 2020.
Kaisar Kushibar. Automatic segmentation of brain structures in MRI using deep learning techniques. Codirected with Xavier Lladó and Sergi Valverde. July 2020.
Dr. Sandra González-Villà. Automated brain structure segmentation in magnetic resonance images of multiple sclerosis patients. Codirected with Xavier Lladó. May 2019. (UdG Best PhD Thesis Award).
Dr. Mahmood Muhammad Habib. Motion annotation in complex video datasets. Codirected with Xavier Lladó and Joaquim Salvi. November 2018.
Dr. Eloy García. Glandular tissue pattern analysis through multimodal MRI-mammography registration. Codirected with Joan Martí. April 2018.
Dr. Eloy Roura. Automated methods on magnetic resonance brain imaging in multiple sclerosis. Codirected with Xavier Lladó. July 2016.
Dr. Sergi Valverde. Automated brain tissue segmentation of magnetic resonance images in multiple sclerosis. Codirected with Xavier Lladó. June 2016. (UdG Best PhD Thesis Award)
Dr. Christian Mata. Web-based application for medical imaging management. Codirected with Joan Martí and Alain Lalande. July 2015.
Dr. Mariano Cabezas. Atlas-based segmentation of multiple sclerosis lesions in brain MRI. Codirected with Xavier Lladó. July 2013.
Dr. Soumya Ghose. Robust image segmentation applied to magnetic resonance and ultrasound images of the prostate. Codirected with Jordi Freixenet and Fabrice Meriaudeau. October 2012.