DRAMMS Software Flyer
Ou, Yangming, and Andreas Schuh. 2012. “DRAMMS Software Flyer.”
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Multimodal Imaging of Vascularity and Drug Delivery in GBM Patients Treated with Anti-angiogenesis Inhibitor
Yen, Yi-Fen, Jayashree Kalpathy-Cramer, Ciprian Catana, Xiao Da, Yangming Ou, Andrew Beers, Jacob Hooker, Bruce Rosen, Tracy Batchelor, and Elizabeth Gerstner. 2017. “Multimodal Imaging of Vascularity and Drug Delivery in GBM Patients Treated With Anti-Angiogenesis Inhibitor”. In .
Validation of DRAMMS among 12 popular methods in cross-subject cardiac MRI registration
Ou, Yangming, Dong Hye Ye, Kilian Pohl, and Christos Davatzikos. 2012. “Validation of DRAMMS Among 12 Popular Methods in Cross-Subject Cardiac MRI Registration”. In International Workshop on Biomedical Image Registration, 209–219. Springer, Berlin, Heidelberg.
Multi-atlas skull-stripping
Doshi, Jimit, Guray Erus, Yangming Ou, Bilwaj Gaonkar, and Christos Davatzikos. 2013. “Multi-Atlas Skull-Stripping”. Academic Radiology 20 (12): 1566–1576.
Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge
Litjens, Geert, Robert Toth, Wendy Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram Ginneken, Graham Vincent, et al. 2014. “Evaluation of Prostate Segmentation Algorithms for MRI: The PROMISE12 Challenge”. Medical Image Analysis 18 (2): 359–373.
Research Overview
Algorithm Development: We develop and release medical image analysis and machine/deep learning algorithms and software tools, for image segmentation, registration, classification, prediction, visualization, integration with non-image data, and information comprehension. Computational Neuroscience...
Normal Brain Development (Atlases)
Rare Brain Disease (Sturge-Weber)
Medical Image Segmentation
Resources
Software FOVnormalize: field of view normalization Applicable to: a) multi-site, clinically-acquired brain MRI; b) brain MRI in adult and children; c) brain MRI in health and disease; d) in children (as young as newborn) and in adults (as old as 90+ years). References Y Ou, L Zöllei, X Da, K Retzepi...