- Erlangen, DE Hasan Ertan Cetingul - Fulton MD, US Boris Mailhe - Plainsboro NJ, US Mariappan S. Nadar - Plainsboro NJ, US Xiao Chen - Princeton NJ, US
International Classification:
G01R 33/56
Abstract:
A system and method including receiving magnetic resonance (MR) imaging data from a first MR scanner device, the MR imaging data including data for a plurality of MR scans of different structural or anatomical regions; generating, based on the MR imaging data, normalized reference data including statistical information for each MR scan; learning a transformation, based on the normalized reference data, to correlate a set of input MR imaging data to the normalized reference data; and storing a record of the transformed imaging data.
Image Correction Using A Deep Generative Machine-Learning Model
- Erlangen, DE Hasan Ertan Cetingul - Fulton MD, US Benjamin L. Odry - West New York NJ, US Xiao Chen - Princeton NJ, US Mariappan S. Nadar - Plainsboro NJ, US
International Classification:
G06N 3/02 G06T 5/00 G06T 7/00
Abstract:
For correction of an image from an imaging system, a deep-learnt generative model is used as a regularlizer in an inverse solution with a physics model of the degradation behavior of the imaging system. The prior model is based on the generative model, allowing for correction of an image without application specific balancing. The generative model is trained from good images, so difficulty gathering problem-specific training data may be avoided or reduced.
South Ventures USA LLC Washington, DC Jun 2013 to Sep 2013 Market Strategy InternJohns Hopkins University Baltimore, MD Sep 2011 to Dec 2011 Office AssistantUniversity Official Forum, University of Inte'l Business and Economics
May 2008 to Aug 2011 Super ModeratorXinhua News Agency
Sep 2010 to Nov 2010 Intern, International News EditorialYiwu Foreign Economic Relations &Trade Co. Ltd Zhejiang, China Jul 2010 to Aug 2010 Financial Intern, Corporate DepartmentBiomet China Zhejiang, China Aug 2009 to Sep 2009 Office Assistant
Education:
Johns Hopkins University Carey Business School Baltimore, MD 2011 to 2013 Master of Science in FinanceUniversity of International Business and Economics 2007 to 2011 Bachelor of Arts in English
1996 to 2000 Bankruptcy Assistant/Assistant System Manager/ChapterCatholic Charities Elderly Services
1995 to 1995 SecretaryChinese Language School
1990 to 1995 TeacherUniversity of Guangzhou Guangzhou, CN 1988 to 1990 Lecturer of ChemistryInsturctor of Chemistry/College of Education, China
1982 to 1988
Education:
University of Hawaii Community Colleges 2000 Analysis/DesignThe Board of Education 1994 to 1995 Certificate of Data in MajoringNan Normal University 1988 Certificate of Lecturer in ChemistryShan University 1986 to 1987 Master's in MajoringNan Normal University 1984 Physical ChemistryThe South China Institute of Technology 1978 to 1982 Bachelor's in Physical Chemistry
Hong Kong people should have a world view, and not only focus on one citys arguments. Its not easy for the U.S. to create a disturbance in China, but its super easy to rock the boat through Hong Kong, Xiao Chen wrote.