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Ghassan Hamarneh
Professor
Computing Science
Areas of interest
Research Interests:
Medical Image Analysis
Teaching Interests:
Scientific computing
Signal and image processing
Health informatics and biomedical computing
Medical imaging and medical image analysis
Education
- Ph.D. Signal and Systems, Chalmers University of Technology, Sweden, 2001
- M.Sc. Digital Communications, Chalmers University of Technology, Sweden, 1997
- B.Sc. Electrical Engineering, Jordan University, Jordan, 1995
Courses
Fall 2024
Spring 2025
Future courses may be subject to change.
Selected Recent Publications
- Shawn Andrews and Ghassan Hamarneh. The Generalized Log-Ratio Transformation: Learning Shape and Adjacency Priors for Simultaneous Thigh Muscle Segmentation. IEEE Transactions on Medical Imaging (IEEE TMI), 34(9):1773-1787, 2015
- Colin J. Brown, Steven Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Ken Poskitt, and Ghassan Hamarneh. Structural Network Analysis of Brain Development in Young Preterm Neonates. NeuroImage, 101(0):667-680, 2014
- Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Hair Enhancement in Dermoscopic Images using Dual-Channel Quaternion Tubularness Filters and MRF-based Multi-Label Optimization. IEEE Transactions on Image Processing (IEEE TIP), 23(12):5486-5496, 2014
- Masoud Nosrati and Ghassan Hamarneh. Local optimization based Segmentation of Spatially-Recurring, Multi-Region Objects with Part Configuration Constraints. IEEE Transactions on Medical Imaging (IEEE TMI), 33(9):1845-1859, 2014
- Chris McIntosh and Ghassan Hamarneh. Medial-based Deformable Models in Non-convex Shape-spaces for Medical Image Segmentation using Genetic Algorithms. IEEE Transactions on Medical Imaging (IEEE TMI), 31(1):33-50, 2012