MRI-based Mapping for Identification of Genomic Diversity in Glioblastoma

Project: Research project

Description

Scope of Work Statement Teresa Wu, Ph. D. Arizona State University As the director of Intelligent Decision Systems Laboratory at School of Computing, Informatics, Decision Systems Engineering, Arizona State University, Dr. Wu has over 12 years experience in informatics including developing large scale information system for healthcare enterprise, developing data mining algorithms and tools for imaging data. Dr. Teresa Wu will jointly with Dr. Jing Li advise 1 Ph.D. students (50%) work closely with the project investigators from Mayo Clinic and TGen to 1. Develop machine learning algorithms such as SVM and ANN to correlate imaging traits with genomic profile for brain tumor 2. Develop sparse transferring learning algorithm to generate radiogenomic association maps
StatusFinished
Effective start/end date3/1/132/28/16

Funding

  • HHS: National Institutes of Health (NIH): $44,802.00

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Magnetic resonance imaging
Learning algorithms
Imaging techniques
Systems engineering
Data mining
Learning systems
Tumors
Brain
Information systems
Students
Industry