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398 results found

FreeSurfer image processing pipeline for infant clinical MRI images

Publication: Conference Paper

Zollei, Yangming Ou, Juan Iglesias, Ellen Grant, and Bruce Fischl. 2017. “FreeSurfer Image Processing Pipeline for Infant Clinical MRI Images”. In Proceedings of the Organization for Human Brain Mapping Conference. Vol. 1703.

Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images

Publication: Journal Article

Qi, Lin, Haoran Zhang, Xuehao Cao, Xuyang Lyu, Lisheng Xu, Benqiang Yang, and Yangming Ou. 2020. “Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images”. Journal of Medical Imaging and Health Informatics 10 (5): 1023–1032.

Neonatal Brain Injury

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Image Registration

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Background: Image registration is to put two or more images into the same coordinate system with anatomic correspondences. It is the basis for studying across-subject commonality or differences, for studying longitudinal image changes (e.g., disease progression or normal development), for aligning...

Machine Learning of Medical Images

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Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights

Publication: Journal Article

Ou, Yangming, Hamed Akbari, Michel Bilello, Xiao Da, and Christos Davatzikos. 2014. “Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights”. IEEE Transactions on Medical Imaging 33 (10): 2039–2065.

DRAMMS Software Manual

Publication: Journal Article

Ou, Yangming, and Andreas Schuh. 2012. “DRAMMS Software Manual.”

Right ventricle segmentation from cardiac MRI: a collation study

Publication: Journal Article

Petitjean, Caroline, Maria Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, et al. 2015. “Right Ventricle Segmentation from Cardiac MRI: A Collation Study”. Medical Image Analysis 19 (1): 187–202.

Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration

Publication: Conference Paper

Wu, Jia, Yangming Ou, Susan Weinstein, Emily Conant, Ning Yu, Vahid Hoshmand, Brad Keller, et al. 2015. “Quantification of Tumor Changes During Neoadjuvant Chemotherapy With Longitudinal Breast DCE-MRI Registration”. In Medical Imaging 2015: Computer-Aided Diagnosis, 9414:94141Z. International Society for Optics and Photonics.

Seung-koolee, Elias R. Melhem, Christos Davatzaikos:” Probabilistic Segmentation of brain tumors Based on Multi-Modality Magnetic Resonance Images”

Publication: Conference Paper

Cai, Hongmin, Ragini Verma, and Yangming Ou. 2007. “Seung-Koolee, Elias R. Melhem, Christos Davatzaikos:” Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images””. In IEEE, ISBI.