Projects
Enhancing Surgeon Action Detection in Robot-Assisted Minimally Invasive Surgery [ref]
Bachelor Thesis: Olalla Aramburu
Supervision: Amelia Jiménez-Sánchez, Gemma Piella
Predicting Intracranial Pressure with Recurrent and Domain Adaptation Neural Networks [ref]
Bachelor Thesis: Joan Medina
Researcher: Aykut Eken
Supervision: Amelia Jiménez-Sánchez, Gemma Piella
COVID-19 Detection with a Scheduled Convolutional Neural Network [ref]
Researcher: Aswathi
Supervision: Amelia Jiménez-Sánchez, Diana Mateus
Training Deep Neural Networks on Noisy Labels with Bootstrapping [ref]
Researcher: Eloi Francisco
Supervision: Amelia Jiménez-Sánchez, Gemma Piella
Identifying LGE (Late Gadolinium Enhancement) in Cardiac MRIs (Magnetic Resonance Images)
Bachelor Thesis: Simran Anand
Supervision: Amelia Jiménez-Sánchez, Gemma Piella
Musculoskeletal Abnormality Detection on X-ray Using Transfer Learning [ref]
Master Thesis: Domingo de Abreu
Supervision: Amelia Jiménez-Sánchez, Gemma Piella
Distilling Knowledge in Convolutional Neural Networks to Detect the Abnormalities in Radiographs [ref]
Master Thesis: Kami Artik
Supervision: Amelia Jiménez-Sánchez, Gemma Piella