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Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning



Bosung Seo , Daniel Mariano , John Beckfield , Vinay Madenur , Yuming Hu , Tony Reina , Marcus Bobar , Mai H. Nguyen , Ilkay Altintas


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Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure



Ilkay Altintas , Kyle Marcus , Isaac Nealey , Scott L. Sellars , John Graham , Dima Mishin , Joel Polizzi , Daniel Crawl , Thomas DeFanti , Larry Smarr


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Enabling FAIR Research in Earth Science through Research Objects



Andres Garcia-Silva , Jose Manuel Gomez-Perez , Raul Palma , Marcin Krystek , Simone Mantovani , Federica Foglini , Valentina Grande , Francesco De Leo , Stefano Salvi , Elisa Trasati , Vito Romaniello , Mirko Albani , Cristiano Silvagni , Rosemarie Leone , Fulvio Marelli , Sergio Albani , Michele Lazzarini , Hazel J. Napier , Helen M. Glaves , Timothy Aldridge , Charles Meertens , Fran Boler , Henry W. Loescher , Christine Laney , Melissa A Genazzio , Daniel Crawl , Ilkay Altintas


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Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning



Ehab Abdelmaguid , Jolene Huang , Sanjay Kenchareddy , Disha Singla , Laura Wilke , Mai H. Nguyen , Ilkay Altintas


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Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows



Alok Singh , Eric Stephan , Malachi Schram , Ilkay Altintas

* 2017 IEEE 13th International Conference on e-Science, 2017, pp. 586 to 591 

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Modular Resource Centric Learning for Workflow Performance Prediction



Alok Singh , Mai Nguyen , Shweta Purawat , Daniel Crawl , Ilkay Altintas

* This paper was presented at: 6th Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC) at the 27th IEEE/ACM International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2015) 

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