Research Papers

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-Supervised Masked Autoencoders (Under review)
  X.Beltran-Urbano, Y. Li, X. Zeng, K.R. Jobson, M. Taso, C.A. Brown, D.A. Wolk, C.T. McMillan, I.M. Nashrallah, P.A. Yushkevich, Z. Wang, J.A. Detre, S. Dolui
  University of Pennsylvania, Philadelphia, February 2025.
  [arxiv PDF]

• ART-Net: A deep learning framework for artifact source classification in ASL CBF Maps (Accepted at the ISMRM 2026 Conference in Cape Town, South Africa)
  X.Beltran-Urbano, M. Taso, K.R. Jobson, P.A. Yushkevich, I.M. Nasrallah, J.A. Detre, Z. Wang, S. Dolui
  University of Pennsylvania, Philadelphia, February 2025.
  [Abstract]

• QEI-Net: A Deep learning-based automated quality evaluation index for ASL CBF Maps (Power Pitch at the ISMRM 2025 Conference in Hawaii
  X.Beltran-Urbano M. Taso, I.M. Nasrallah, Z. Wang, J.A. Detre, S. Dolui
  University of Pennsylvania, Philadelphia, May 2025.
  [Abstract]

• QEI-Net: A Deep learning-based automated quality evaluation index for ASL CBF Maps (Oral presentation at the ISMRM 2025 Workshop on Perfusion MRI)
  X.Beltran-Urbano M. Taso, I.M. Nasrallah, Z. Wang, J.A. Detre, S. Dolui
  University of Pennsylvania, Philadelphia, February 2025.
  [Abstract]

• Bachelor Thesis - NeuroPrint: Revolutionizing Neurosurgical Planning with AI-Driven 3D Brain Mapping
  X.Beltran-Urbano, X.Lladó, R. Martí
  Department of computer vision and robotics (VICOROB), University of Girona, June 2022.
  [Project Summary] [Dataset]

Research Posters

• A Novel Automatic Ecography process for Pregnant Woman using a Collaborative Robot
  X.Beltran-Urbano, M.Z.Amin
  MAIA Medical Imaging and Applications, Final Presentation on Computed Aided Surgery and Medical Robotics at the University of Girona, Spain, 2024. (Oral Presentation)
  [Poster]

• Edge Detection in Medical Ultrasound Images Using Adjusted Canny Edge Detection Algorithm
  X.Beltran-Urbano, A.D.Permana
  MAIA Medical Imaging and Applications, Final Presentation on Image Processing at the Université de Bourgogne, France, 2023. (Oral Presentation)
  [Poster]

• An Adaptive ECG Noise Removal Process Based on Empirical Mode Decomposition (EMD)
  X.Beltran-Urbano, A.D.Permana
  MAIA Medical Imaging and Applications, Final Presentation on Digital Signal Processing at the Université de Bourgogne, France, 2023. (Oral Presentation)
  [Poster]