Poster Presentations

• Uncertainty-Guided Active Learning for Access Route Segmentation and Planning in Transcatheter Aortic Valve Implantation (June 2025)

  Master's thesis poster presented at the MAIA thesis defense, Castello Angioino, Gaeta, Italy, the day after the defense.

  Poster:

  

• Knee Rehabilitation Exercise Using Collaborative Robot (January 2025)

  Robot-assisted knee rehabilitation system built on the Universal Robot UR3, automating knee flexion/extension and range-of-motion (ROM) measurement on a mannequin knee joint using precise robot programming via URSim. Presented for the Computer Aided Surgery course, University of Girona (MAIA program), January 2025.

  Poster:

• Mind-Wandering Detection Using EEG and Machine Learning (December 2023)

  Developed a novel machine learning framework using EEG data to detect mind-wandering during meditation, utilizing Flexible Analytic Wavelet Transform (FAWT) and various tree-based classifiers.

  Poster:

• Automatic Detection of Microaneurysms in Retinal Fundus Images for Diabetic Retinopathy Diagnosis (December 2023)

  Compared four different approaches (2 with deep learning and 2 without deep learning) for detecting microaneurysms for diabetic retinopathy patients.

  Poster: