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Intelligent labeling based on fisher information for medical image segmentation using deep learning

Publication: Journal Article

Sourati, Jamshid, Ali Gholipour, Jennifer Dy, Xavier Tomas-Fernandez, Sila Kurugol, and Simon Warfield. 2019. “Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning”. IEEE Transactions on Medical Imaging 38 (11): 2642–2653.

Weakly Supervised Segmentation by a Deep Geodesic Prior

Publication: Conference Paper

Mortazi, Aliasghar, Naji Khosravan, Drew Torigian, Sila Kurugol, and Ulas Bagci. 2019. “Weakly Supervised Segmentation by a Deep Geodesic Prior”. In International Workshop on Machine Learning in Medical Imaging, 238–246. Springer, Cham.

Bulk motion-compensated DCE-MRI for functional imaging of kidneys in newborns

Publication: Journal Article

Coll-Font, Jaume, Onur Afacan, Jeanne Chow, Richard Lee, Alto Stemmer, Simon Warfield, and Sila Kurugol. 2019. “Bulk Motion-Compensated DCE-MRI for Functional Imaging of Kidneys in Newborns”. Journal of Magnetic Resonance Imaging.

Pilot study of semiautomated localization of the dermal/epidermal junction in reflectance confocal microscopy images of skin

Publication: Journal Article

Kurugol, Sila, Jennifer Dy, Dana Brooks, and Milind Rajadhyaksha. 2011. “Pilot Study of Semiautomated Localization of the Dermal/Epidermal Junction in Reflectance Confocal Microscopy Images of Skin”. Journal of Biomedical Optics 16 (3): 036005-5.

MUC5B promoter polymorphism and interstitial lung abnormalities

Publication: Journal Article

Hunninghake, Gary, Hiroto Hatabu, Yuka Okajima, Wei Gao, Josée Dupuis, Jeanne Latourelle, Mizuki Nishino, Tetsuro Araki, Oscar Zazueta, and Sila Kurugol. 2013. “MUC5B Promoter Polymorphism and Interstitial Lung Abnormalities”. New England Journal of Medicine 368 (23): 2192-2200.

Automated Quantification Of Aorta Morphology And Mural Calcifications In Inspiratory Volumetric CTs Of COPD Patients

Publication: Journal Article

Kurugol, San Jose Estepar, Ross, GL Kinney, JL Black-Shinn, Budoff, JE Hokanson, and COPDGene. 2013. “Automated Quantification Of Aorta Morphology And Mural Calcifications In Inspiratory Volumetric CTs Of COPD Patients”. Am J Respir Crit Care Med 187: A5453.

A Spatially Constrained Probability Distribution Model of Incoherent Motion (SPIM) in Quantitative Diffusion Weighted MRI

Publication: Journal Article

Kurugol, Sila, Moti Freiman, Onur Afacan, and Simon Warfield. 2015. “A Spatially Constrained Probability Distribution Model of Incoherent Motion (SPIM) in Quantitative Diffusion Weighted MRI”. Proc. Intl. Soc. Mag. Reson. Med 23: 1603.

Awards

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Summa Cum Laude Merit Award ISMRM 2019 Society of Pediatric Radiology Multi-institutional Research Award 2019 Harvard and Boston Children's Hospital Translationa Research Program Award 2019 Caffey Award- Best Science Paper at Society of Pediatric Radiology Meeting in Nashville, May 2018 Feed and...