Published 'Organ Morphology Loss Function: an approach to enforce deep neural networks to learn shape for medical images segmentation' in Journal of Nuclear Medicine (2022)
Published 'A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging' (2021)
Contributed to the book 'Medical Imaging systems' (2021)
Designed and implemented a haptic-based brain surgery bipolar electrocoagulation simulator (2021), validated with 20 volunteers, demonstrating significant skill improvement for both gamers and non-gamers
Completed Coursera courses: 'Machine Learning' by Andrew Ng, 'Deep Neural Networks with PyTorch' by IBM, and Python coding (Jan 2020)