Discovery Lab and Discovery Lab Global Jan 2014 - Jun 2018
Deputy Director
Air Force Institute of Technology Jan 2014 - Jun 2018
Orise Faculty Research Participation Program Participant - Nuclear Engineering
Wright State University Jul 2010 - Mar 2015
Associate Research Professor
Wright State University Jul 2010 - Mar 2015
Adjunct Faculty, Biomedical Engineering
Wright State University Jul 2003 - Jun 2010
Assistant Professor of Biomedical Engineering
Education:
Wright State University 1996 - 2003
Doctorates, Doctor of Philosophy, Engineering, Physics
Wright State University 1987 - 1991
Bachelors, Bachelor of Science, Biomedical Engineering
Brookville High School
Skills:
Biomedical Engineering Image Processing Matlab Signal Processing Statistics Pattern Recognition Science Latex Experimentation Image Analysis Simulations Mathematical Modeling Algorithms Physics Research Labview Research and Development Machine Learning R&D Data Analysis Higher Education
Languages:
English
Us Patents
Methods And Logic For Autonomous Generation Of Ensemble Classifiers, And Systems Incorporating Ensemble Classifiers
Julie A. Skipper - Dayton OH, US Priya Ganapathy - Los Angeles CA, US
Assignee:
Wright State University - Dayton OH
International Classification:
G06K 9/62
US Classification:
382159, 706 12
Abstract:
In one embodiment, a method for generating an ensemble classifier may include transforming multidimensional training data into a plurality of response planes. Each of the response planes includes a set of confidence scores. The response planes are transformed into a plurality of binary response planes. Each of the binary response planes include a set of binary scores corresponding to one of the confidence scores. Combinations of the binary response planes are transformed into sets of diversity metrics according to a diversity measure. A metric is selected from the sets of diversity metrics. A predicted performance of a child combination of the recognition algorithms corresponding to the combinations is generated. The predicted performance is based at least in part upon the metrics. Parent recognition algorithms are selected from the recognition algorithms based at least in part upon the predicted performance.
Osteoporosis Screening Using Radiographic Absorptiometry Of The Mandible
Thomas Hangartner - Dayton OH, US Julie Skipper - Dayton OH, US
International Classification:
G01N 23/06 G01B 15/02 A61B 6/14
US Classification:
378054000, 378038000
Abstract:
A dental radiographic absorptiometric device and method is provided that quantitatively measures the amount of bone of a patient in any dentist's office. Absorptiometric information simultaneously obtained from the mandible and calibration devices are used to screen patients for osteoporosis.