4 papers
Data-driven registration and modeling of brain deformation for image-guided neurosurgery
Tiago Assis, Colin P. Galvin, Joshua P. Castillo +12
Accurate compensation of brain deformation is critical for reliable image-guided neurosurgery. Surgical manipulation and tumor resection induce tissue motion, causing preoperative…
NeuroVase: A Tangible Mobile Augmented Reality Learning System for Neurovascular Anatomy and Stroke Education
Bahar Jahani, Matsanga Leyila Kaseka, Marta Kersten-Oertel +1
Stroke remains a leading cause of mortality and disability worldwide, requiring rapid and informed clinical decision-making. A solid spatial understanding of cerebrovascular anatom…
MRI-Based Brain Age Estimation with Supervised Contrastive Learning of Continuous Representation
Simon Joseph Clément Crête, Marta Kersten-Oertel, Yiming Xiao
MRI-based brain age estimation models aim to assess a subject's biological brain age based on information, such as neuroanatomical features. Various factors, including neurodegener…
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths
Reihaneh Teimouri, Marta Kersten-Oertel, Yiming Xiao
Efficient and accurate brain ventricle segmentation from clinical CT scans is critical for emergency surgeries like ventriculostomy. With the challenges in poor soft tissue contras…