Keywords:
medical image analysis, deep learning, machine learning, data science, continual learning, image-guided neurosurgery
TIAGO ASSIS is a Research Fellow at the Institute for Systems and Robotics (ISR), Lisbon, Portugal. He holds an MSc in Data Science from the Faculty of Sciences, University of Lisbon (18/20), where he received the Maxdata Award for Excellence in Informatics, and a BSc in Biochemistry from NOVA University Lisbon (18/20). His MSc thesis on physics-guided deep learning for brain shift registration achieved a grade of 19/20. As a Junior Researcher at LASIGE (2024–2026), he developed physics-informed 3D CNNs for intraoperative brain shift correction in neurosurgical navigation and created NeuriPhy, a large-scale dataset of patient-specific brain deformation simulations for physics-guided deep learning. He has published two first-author papers: a peer-reviewed conference paper at a MICCAI 2025 workshop and a systematic review of data-driven methods for image-guided neurosurgery at Medical Image Analysis, developed in collaboration with researchers from Harvard Medical School, University of Cambridge, Concordia University, and Inria Paris. He was an invited speaker at the Cambridge MedAI Seminar Series in February 2026. His current research focuses on continual learning and privacy-preserving deep learning methods for oncology, addressing real-world challenges of incomplete and heterogeneous multimodal data.
Email:
Personal Page:
Nationality:
PT
ORCID:
0009-0007-5607-8682
CienciaID:
CF19-EA0F-420F
Google Scholar:
LinkedIn:
No projects found
No projects found
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author “cap-tiagoassis”
No publications found for author "cap-tiagoassis"
