Towards accurate, robust and practical ultrasound-CT registration of vertebrae for image-guided spine surgery. - Charles X. B. Yan; Benoît Goulet; Julie Pelletier; Sean Jy-Shyang Chen; Donatella Tampieri; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2011)

Validation of automated ultrasound-CT registration of vertebrae. - Charles X. B. Yan; Benoît Goulet; Sean Jy-Shyang Chen; Donatella Tampieri; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2012)

Ultrasound-CT registration of vertebrae without reconstruction. - Charles X. B. Yan; Benoît Goulet; Donatella Tampieri; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2012)

Atlas-Guided Transcranial Doppler Ultrasound Examination with a Neuro-Surgical Navigation System: Case Study. - Yiming Xiao; Ian J. Gerard; Vladimir S. Fonov; Dante De Nigris; Catherine Therrien; Bérengère Aubert-Broche; Simon Drouin; Anna Kochanowska; Donatella Tampieri; D. Louis Collins (CLIP@MICCAI, 2015)

Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines. - Yiming Xiao; Ali Alamer; Vladimir S. Fonov; Benjamin W. Y. Lo; Donatella Tampieri; D. Louis Collins; Hassan Rivaz; Marta Kersten-Oertel (CMMI/RAMBO/SWITCH@MICCAI, 2017)

An augmented-reality system prototype for guiding transcranial Doppler ultrasound examination. - Yiming Xiao; Simon Drouin; Ian J. Gerard; Vladimir S. Fonov; Bérengère Aubert-Broche; Yuhan Ma; Marta Kersten-Oertel; Donatella Tampieri; D. Louis Collins (Multim. Tools Appl., 2018)

A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography. - Mumu Aktar; Yiming Xiao; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel (ML-CDS/CLIP@MICCAI, 2020)

Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition. - Mumu Aktar; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel; Yiming Xiao (Int. J. Comput. Assist. Radiol. Surg., 2020)

Deep learning for collateral evaluation in ischemic stroke with imbalanced data. - Mumu Aktar; Jonatan Reyes; Donatella Tampieri; Hassan Rivaz; Yiming Xiao; Marta Kersten-Oertel (Int. J. Comput. Assist. Radiol. Surg., 2023)

SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage. - Mumu Aktar; Yiming Xiao; Ali Kafaei Zad Tehrani; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel (Comput. Medical Imaging Graph., 2024)

CASCADE-FSL: Few-shot learning for collateral evaluation in ischemic stroke. - Mumu Aktar; Donatella Tampieri; Yiming Xiao; Hassan Rivaz; Marta Kersten-Oertel (Comput. Medical Imaging Graph., 2025)