Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2015. “Streak-Detection in Dermoscopic Color Images Using Localized Radial Flux of Principal Intensity Curvature (Chapter 7)”. Edited by Jorge S. Marques M. Emre Celebi Teresa Mendonca. Dermoscopy Image Analysis, 211-29. https://doi.org/10.1201/b19107-8.
Publications
2015
Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2015. “Skin Lesion Tracking System Using Structured Graphical Models”. Medical Image Analysis (MedIA) (Special Issue on Discrete Graphical Models in Biomedical Image Analysis) 27: 84-92. https://doi.org/10.1016/j.media.2015.03.001.
Mirzaalian, Hengameh. 2015. “Computational Techniques for Skin Lesion Tracking and Classification”. PhD Thesis, SFU, Canada.
2014
Mirzaalian, Hengameh, and Ghassan Hamarneh. 2014. “Automatic Globally-Optimal Pictorial Structures With Random Decision Forest Based Likelihoods For Cephalometric X-Ray Landmark Detection”. In Automatic Cephalometric X-Ray Landmark Detection Challenge 2014, in Conjunction With IEEE International Symposium on Biomedical Imaging (IEEE ISBI), 1-12.
Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2014. “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): 5486-96. https://doi.org/10.1109/TIP.2014.2362054.
2013
Mirzaalian, Hengameh, Michael Wels, Tobias Heimann, Michael Kelm, and Michael Suehling. 2013. “Fast and Robust 3d Vertebra Segmentation Using Statistical Shape Models”. IEEE Engineering in Medicine and Biology Society (EMBC), 3379-82.
Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2013. “Spatial Normalization of Human Back Images for Dermatological Studies”. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI) 18 (4): 1494-1501. https://doi.org/10.1109/JBHI.2013.2288775.
2012
Mirzaalian, Hengameh, Ahmed Saad, and Ghassan Hamarneh. 2012. “Iterative Segmentation and Motion Correction for Dynamic PET Images Based on Radioactive Tracer Kinetics”. In IEEE Workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA), 265-70. https://doi.org/10.1109/MMBIA.2012.6164761.
Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2012. “Learning Features for Streak Detection in Dermoscopic Color Images Using Localized Radial Flux of Principal Intensity Curvature”. In IEEE Workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA), 97-101. https://doi.org/10.1109/MMBIA.2012.6164758.
Mirzaalian, Hengameh, Tim Lee, and Ghassan Hamarneh. 2012. “Uncertainty-Based Feature Learning for Skin Lesion Matching Using a High Order MRF Optimization Framework”. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), 7511:98-105. https://doi.org/10.1007/978-3-642-33418-4_13.