IEEE Transactions on Medical Imaging

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Learning a Probabilistic Model for Diffeomorphic Registration
We propose to learn a low-dimensional probabilistic deformation model from data which can be used for the registration and the analysis of deformations. The latent variable model maps similar deformations close to each other in an encoding space. It enables... Read more
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Development and Phantom Validation of a 3-D-Ultrasound-Guided System for Targeting MRI-Visible Lesions During Transrectal Prostate Biopsy
Three- (3-) and four-dimensional (4D) endorectal ultrasound are now available from most major ultrasound equipment manufacturers, but have been rarely deployed within prostate biopsy guidance systems despite the benefit of rapid volumetric imaging. The most common type of 3/4D transducers... Read more
Articles, Published Articles
The Utility of Cloud Computing in Analyzing GPU-Accelerated Deformable Image Registration of CT and CBCT Images in Head and Neck Cancer Radiation Therapy
Abstract: The images generated during radiation oncology treatments provide a valuable resource to conduct analysis for personalized therapy, outcomes prediction, and treatment margin optimization. Deformable image registration (DIR) is an essential tool in analyzing these images. We are enhancing and examining... Read more
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Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT
Zhoubing Xu, Christopher P. Lee, Mattias P. Heinrich, Marc Modat, Daniel Rueckert, Sebastien Ourselin, Richard G. Abramson, and Bennett A. Landman, Vanderbilt University, USA; Universität zu Lübeck, Germany; University College London, UK; Imperial College London, UKThis work evaluates current 3-D image... Read more
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Improved Multi-modality Data Fusion of Late Gadolinium Enhancement MRI to Left Ventricular Voltage Maps In Ventricular Tachycardia Ablation
Roujol S, Basha TA, Tan A, Khanna V, Chan RH, Moghari MH, Rayatzadeh H, Shaw JL, Josephson ME, Nezafat R Volume: 60, Issue: 5, Page(s): 1308 – 1317 Sudden cardiac death is the leading cause of death in developed countries. In the majority of... Read more