Contact Info

Biography

Website: http://users.rowan.edu/~bouaynaya/

Education:
Ph.D., Electrical and Computer Engineering, The University of Illinois at Chicago, 2007
M.S., Pure Mathematics, The University of Illinois at Chicago, 2007
M.S., Electrical and Computer Engineering, Illinois Institute of Technology, 2003
B.S., Electrical and Computer Engineering, Ecole Nationale Superieure de l'Electronique et de ses Applications (ENSEA), France, 2002

Impactful Research Areas:
Health
    Computational Health

Research Expertise:
Dr. Bouaynaya's research interests are in Big Data Analytics, Machine Learning, Artificial Intelligence and Mathematical Optimization. She co-authored more than 100 refereed journal articles, book chapters and conference proceedings, such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Signal Processing Letters, IEEE Signal Processing Magazine and PLOS Medicine. Dr. Bouaynaya won numerous Best Paper Awards, the most recent was at the 2019 IEEE International Workshop on Machine Learning for Signal Processing.  She is also the winner of the Top algorithm at the 2016 Multinomial Brain Tumor Segmentation Challenge (BRATS). Dr. Bouaynaya has been honored with numerous research and teaching awards, including Rowan Research Achievement Award in 2017 and The University of Arkansas at Little Rock Faculty Excellence Award in Research.

Her research is primarily funded by the National Science Foundation (NSF CCF, NSF ACI, NSF DUE, NSF I-Corps, NSF ECCS, NSF OAC and NSF HRD), The National Institutes of Health (NIH), US. Department of Education (USED), New Jersey Department of Transportation (NJ DoT), US. Department of Agriculture (USDA), the Federal Aviation Administration (FAA), Lockheed Martin Inc. and other industry. She is also interested in entrepreneurial endeavors. In 2017, she Co-founded and is Chief Executive Officer (CEO) of MRIMATH, LLC, a start-up company that uses artificial intelligence to improve patient oncology outcome and treatment response. MRIMath is funded by the NIH SBIR Program.

Publications:
For a complete list, please see
http://users.rowan.edu/~bouaynaya/publications.htm