1. Ghassan Hamarneh. PC-Based Digital Oscilloscope. Bachelor's thesis, Department of Electrical Engineering, University of Jordan, 1994. Keyword(s): Software and Tools. [bibtex-key = bsee1994]

1. Ben Cardoen, Hanene Ben Yedder, Sieun Lee, Ivan Robert Nabi, and Ghassan Hamarneh. DataCurator.jl: Efficient, portable, and reproducible validation, curation, and transformation of large heterogeneous datasets using human-readable recipes compiled into machine verifiable templates. BioInformatics Advances, 3(1-5):000-000, 2023. Keyword(s): Microscopy, Processing, Single Molecule Localization, Super Resolution Microscopy, Software and Tools, Reproducibility. [bibtex-key = bioinfadv2023]



2. Weina Jin, Xiaoxiao Li, Mostafa Fatehi, and Ghassan Hamarneh. Generating Post-Hoc Explanation from Deep Neural Networks for Multi-Modal Medical Image Analysis Tasks. MethodX, 10(102009):1-7, 2023. Keyword(s): Deep Learning, Explainable AI (XAI), Multimodal, Software and Tools. [bibtex-key = methodx2023]



3. Ali Majd, Mohammed AlJasser, Hengameh Mirzaalian, Jerry Shapiro, Ghassan Hamarneh, Harvey Lui, Leopoldo Duailibe Nogueira Santos, Thomas Chu, and Tim K. Lee. A novel automated approach to rapid and precise in vivo measurement of hair morphometrics using a smartphone. Skin Research and Technology (SRT), 27:1128–1134, 2021. Keyword(s): Anatomical Trees and Tubular Structures, Dermatology, Color/Multichannel/Vector-valued, Software and Tools. [bibtex-key = srt2021]



4. Saurabh Garg, Ghassan Hamarneh, Allard Jongman, Joan Sereno, and Yue Wang. ADFAC: Automatic Detection of Facial Articulatory Features. MethodX, 7:101006, 2020. Keyword(s): Segmentation, Tracking, Color/Multichannel/Vector-valued, Speech and Language, Facial Analysis, Spatio-Temporal, Software and Tools. [bibtex-key = methodx2020]



5. Chloe Lim, Hayyan Liaqat, William Siu, Ghassan Hamarneh, and George Medvedev. Future implementation of automated analysis tools for Multiple Sclerosis on conventional magnetic resonance imaging (Lim and Liaqat: Joint first authors; Hamarneh and Medvedev: Joint senior authors). Multiple Sclerosis. MSVirtual 2020 – Late Breaking News. Also appears in ACTRIMS-ECTRMS meeting, 1(3 SUPPL):99, 2020. Keyword(s): Segmentation, Software and Tools, Multiple Sclerosis, MRI. [bibtex-key = msj2020]



6. Preet Jassi and Ghassan Hamarneh. VascuSynth: Vascular Tree Synthesis Software. Insight Journal, January-June:1-12, 2011. Keyword(s): Segmentation, Validation, Shape Modelling and Analysis, Software and Tools, Anatomical Trees and Tubular Structures, Synthesis/Simulation/Augmentation, Datasets. [bibtex-key = ij2011]



7. Boris Shabash, Zhi Feng Huang, and Ghassan Hamarneh. Medical Image Analysis with ITK on Apple iOS. Kitware Source - Software Developer's Quarterly, (16):3-5, 2011. Keyword(s): Software and Tools. [bibtex-key = source2011]



8. Ghassan Hamarneh and Preet Jassi. VascuSynth: Simulating Vascular Trees for Generating Volumetric Image data with Ground Truth Segmentation and Tree Analysis. Computerized Medical Imaging and Graphics (CMIG), 34(8):605-616, 2010. Keyword(s): Segmentation, Validation, Shape Modelling and Analysis, Software and Tools, Anatomical Trees and Tubular Structures, Synthesis/Simulation/Augmentation. [bibtex-key = cmig2010]



9. Ahmed Saad, Torsten Moeller, and Ghassan Hamarneh. ProbExplorer: An Uncertainty-based Visual Analysis Tool for Medical Imaging. Computer Graphics Forum (CGF) (Special Issue of the proceedings of Eurographics/IEEE-VGTC Symposium on Visualization 2010), 29(3):1113-1122, 2010. Keyword(s): Software and Tools, Segmentation, Uncertainty, User Interaction, Visualization, Spatio-Temporal. [bibtex-key = cgf2010]



10. Boris Shabash, Ghassan Hamarneh, Zhi Feng Huang, and Luis Ibanez. ITK Image IO Interface with Apple iOS. Insight Journal, July-December:1-16, 2010. Keyword(s): Software and Tools. [bibtex-key = ij2010b]



11. Boris Shabash, Ghassan Hamarneh, Zhi Feng Huang, and Luis Ibanez. ITK on the iOS. Insight Journal, July-December:1-9, 2010. Keyword(s): Software and Tools. [bibtex-key = ij2010a]



12. Miranda Poon, Ghassan Hamarneh, and Rafeef Abugharbieh. Efficient Interactive 3D Livewire Segmentation of Objects with Arbitrary Topologies. Computerized Medical Imaging and Graphics (CMIG), 32(8):639-650, 2008. Keyword(s): Segmentation, Software and Tools, User Interaction, Graph based. [bibtex-key = cmig2008]



13. Andy Rova, Anna Celler, and Ghassan Hamarneh. NMQC: A NEMA-Compliant Software Application for Gamma Camera Quality Control. Journal of Digital Imaging, 21(2):243-255, 2008. Keyword(s): Imaging, Software and Tools. [bibtex-key = jdi2008b]



14. Warren Cheung and Ghassan Hamarneh. Scale Invariant Feature Transform for n-Dimensional Images (n-SIFT). Insight Journal, July-December:1-7, 2007. Keyword(s): Software and Tools, Registration and Matching. [bibtex-key = ij2007]



15. Chris McIntosh and Ghassan Hamarneh. I-DO: A Deformable Organisms framework for ITK. Insight Journal, Special Issue: MICCAI 2006 Open Science Workshop:1-14, 2006. Keyword(s): Deformable Organisms, Software and Tools, Artificial Life. [bibtex-key = ij2006]



16. Vincent Chu and Ghassan Hamarneh. MATITK: Extending MATLAB with ITK. Insight Journal, Aug-Dec:1-8, 2005. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = ij2005]

1. Ismail M. Khater, Timothy H. Wong, Christian Hallgrimson, Satish Moparthi, Stéphane Vassilopoulos, Ghassan Hamarneh, and Ivan Robert Nabi. Molecular architecture of clathrin plaques and pits defined by super-resolution network analysis (SuperResNET) (Khater and Wong: Joint first authors; Hamarneh and Nabi: Joint senior authors). In American Society of Cell Biology (ASCB) - Cell Bio, 2022. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Software and Tools, Network Modelling and Analysis, Machine Learning. [bibtex-key = ascb2022b]



2. Ismail M. Khater, Timothy H. Wong, Stéphane Vassilopoulos, Ivan Robert Nabi, and Ghassan Hamarneh. SuperResNET: a GUI software package for single molecule localization microscopy cluster analysis (Nabi and Hamarneh: Joint senior authors). In Single Molecule Localization Microscopy Symposium - Current Trends, pages 1, 2021. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Software and Tools, Network Modelling and Analysis, Machine Learning. [bibtex-key = smlms2021]



3. Ismail M. Khater, Ivan Robert Nabi, and Ghassan Hamarneh. SuperNet: Super-resolution Network Analysis and Quantification of Single Molecule Clusters. In Single Molecule Localization Microscopy Symposium - Showtime, pages 1, 2020. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Software and Tools, Network Modelling and Analysis, Machine Learning. [bibtex-key = smlms2020]



4. Chloe Lim, Hayyan Liaqat, William Siu, Ghassan Hamarneh, and George Medvedev. Future implementation of automated analysis tools for Multiple Sclerosis on conventional magnetic resonance imaging (Lim and Liaqat: Joint first authors; Hamarneh and Medvedev: Joint senior authors). In 8th joint Americas Committee for Treatment and Research in Multiple Sclerosis - European Committee for Treatment and Research in Multiple Sclerosis (joint ACTRIMS-ECTRMS), pages 1, 2020. Keyword(s): Segmentation, Software and Tools, Multiple Sclerosis, MRI. [bibtex-key = ectrms2020]



5. Ali Majd, Mohammed AlJasser, Hengameh Mirzaalian, Jerry Shapiro, Ghassan Hamarneh, and Tim K. Lee. Automated Counting of Hair Using an iPhone. In World Congress of Dermatology (WCD), 2015. Keyword(s): Anatomical Trees and Tubular Structures, Dermatology, Color/Multichannel/Vector-valued, Software and Tools. [bibtex-key = wcd2015c]



6. Brian G. Booth and Ghassan Hamarneh. DTI-DeformIt: Generating Ground-Truth Validation Data for Diffusion Tensor Image Analysis Tasks. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 730-733, 2014. Keyword(s): Diffusion MRI/Tensor-valued, Synthesis/Simulation/Augmentation, Software and Tools, Validation, Physical Modelling. [bibtex-key = isbi2014b]



7. Shane Mottishaw, Sergey Zhuravlev, Lisa Y. W. Tang, Alexandra Fedorova, and Ghassan Hamarneh. An Evaluation of Parallelization Techniques for MRF Image Segmentation. In International Workshop on High-Performance Medical Image Computing for Image-Assisted Clinical Intervention and Decision-Making (MICCAI HP), pages 10 pages, 2010. Keyword(s): Segmentation, Software, Fast MIA. [bibtex-key = miccai_hp2010b]



8. Ahmed Saad, Torsten Moeller, and Ghassan Hamarneh. ProbExplorer: An Uncertainty-based Visual Analysis Tool for Medical Imaging. In Eurographics/IEEE-VGTC Symposium on Visualization (IEEE EuroVis) (also appears in the Special Issue of the Journal Computer Graphics Forum)., volume 29, pages 1113-1122, 2010. Keyword(s): Software and Tools, Segmentation, Uncertainty, User Interaction, Visualization, Spatio-Temporal. [bibtex-key = eurovis2010]



9. Ahmed Saad, Torsten Moeller, and Ghassan Hamarneh. ProbExplorer: Uncertainty-guided Exploration and Editing of Probabilistic Medical Image Segmentation. In SFU Exchange, 2010. Keyword(s): Software and Tools, Segmentation, Uncertainty, User Interaction, Visualization, Spatio-Temporal. [bibtex-key = sfu_exchange2010a]



10. Ben Smith, Ghassan Hamarneh, and Ahmed Saad. Fast GPU Fitting of Kinetic Models for Dynamic PET. In International Workshop on High-Performance Medical Image Computing for Image-Assisted Clinical Intervention and Decision-Making (MICCAI HP), pages 10 pages, 2010. Keyword(s): Functional/Molecular/Dynamic Imaging, Software and Tools, Fast MIA. [bibtex-key = miccai_hp2010a]



11. Ghassan Hamarneh, Preet Jassi, and Lisa Y. W. Tang. Simulation of Ground-Truth Validation Data via Physically- and Statistically-based Warps. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 5241, pages 459-467, 2008. Keyword(s): Registration and Matching, Segmentation, Shape Modelling and Analysis, Software and Tools, Validation, Synthesis/Simulation/Augmentation, Physical Modelling. [bibtex-key = miccai2008b]



12. Ghassan Hamarneh, Aaron Ward, Chris McIntosh, Ben Smith, Lisa Y. W. Tang, Ahmed Saad, Yonas Weldeselassie, and Omer Ishaq. Medical Image Analysis. In TechMed, Vancouver, May 16, 2007. Keyword(s): Segmentation, Shape Modelling and Analysis, Deformable Models, Deformable Organisms, Artificial Life, Imaging, Software and Tools. [bibtex-key = techmed2007]



13. Anna Celler, Andy Rova, and Ghassan Hamarneh. NMQC: A NEMA-compliant software application for gamma camera quality control. In Annual meeting of the Canadian Society of Nuclear Medicine (CSNM), 2006. Keyword(s): Imaging, Software and Tools. [bibtex-key = csnm2006a]



14. Vincent Chu and Ghassan Hamarneh. MATLAB-ITK interface for medical image filtering, segmentation, and registration. In SPIE Medical Imaging, volume 61443T, pages 1-8, 2006. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = spiemi2006a]



15. Chris McIntosh and Ghassan Hamarneh. I-DO: A Deformable Organisms framework for ITK. In Medical Image Computing and Computer-Assisted Intervention Open Science Workshop (also appears in the Insight Journal) (MICCAI OS), pages 1-14, 2006. Keyword(s): Deformable Organisms, Software and Tools, Artificial Life. [bibtex-key = miccai_os2006]



16. Andy Rova, Anna Celler, and Ghassan Hamarneh. NMQC: A NEMA-compliant software application for gamma camera quality control. In Annual meeting of the Society for Computer Applications in Radiology (SCAR), pages 91-93, 2006. Keyword(s): Imaging, Software and Tools. [bibtex-key = scar2006b]



17. Andy Rova, Anna Celler, and Ghassan Hamarneh. NMQC: A NEMA-compliant software for gamma camera quality control. In Vancouver Coastal Health Research Institute (VCHRI), 2006. Keyword(s): Imaging, Software and Tools. [bibtex-key = vchri2006a]



18. Vincent Chu and Ghassan Hamarneh. MATITK: MATLAB-ITK Interface for Medical Image Processing. In 1st Annual Medical Technology Research Showcase, Vancouver, BC, 2005. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = medical_showcase2005a]

1. Kumar Abhishek, Aditi Jain, and Ghassan Hamarneh. Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets. Technical report arXiv:2401.14497, 1 2024. Keyword(s): Dermatology, Machine Learning, Deep Learning, Software and Tools, Datasets. [bibtex-key = arxiv:2401.14497]



2. Ashwin Samudre, Guang Gao, Ben Cardoen, Ivan Robert Nabi, and Ghassan Hamarneh. nERdy: network analysis of endoplasmic reticulum (Nabi and Hamarneh: Joint senior authors). Technical report biorxiv:2024.02.20.581259, 2 2024. Keyword(s): Super Resolution Microscopy, Software and Tools, Network Modelling and Analysis, Machine Learning, Deep Learning, Anatomical Trees and Tubular Structures, Synthesis/Simulation/Augmentation. [bibtex-key = biorxiv_2024_02_20_581259]



3. Ben Cardoen, Hanene Ben Yedder, Sieun Lee, Ivan Robert Nabi, and Ghassan Hamarneh. DataCurator.jl: Efficient, portable, and reproducible validation, curation, and transformation of large heterogeneous datasets using human-readable recipes compiled into machine verifiable templates. Technical report techrxiv:22060118, 2 2023. Keyword(s): Microscopy, Processing, Single Molecule Localization, Super Resolution Microscopy, Software and Tools, Reproducibility. [bibtex-key = techrxiv_22060118]



4. Ben Cardoen, Hanene Ben Yedder, Sieun Lee, Ivan Robert Nabi, and Ghassan Hamarneh. Log-Paradox: Necessary and sufficient conditions for confounding statistically significant pattern reversal under the log-transform. Technical report arxiv.2302.04780, 000 2023. Keyword(s): Microscopy, Processing, Single Molecule Localization, Super Resolution Microscopy, Software and Tools, Statistics, Geometric mean, Log-transform. [bibtex-key = arxiv:2302.04780]



5. Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, and Ghassan Hamarneh. Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals. Technical report arxiv.2302.06609, 2 2023. Keyword(s): Deep Learning, Explainable AI (XAI), Multimodal, Software and Tools. [bibtex-key = arxiv:2302.06609]



6. Ryan Dickie, Ghassan Hamarneh, and Rafeef Abugharbieh. Live-vessel: Interactive vascular image segmentation with simultaneous extraction of optimal medial and boundary paths. Technical report TR 2009-23, School of Computing Science, Simon Fraser University, Burnaby, BC, Canada, 11 2009. Keyword(s): Segmentation, Anatomical Trees and Tubular Structures, Color/Multichannel/Vector-valued, Optimization, Software and Tools, User Interaction, Medial-based Shape Representation, Graph based, Bifurcation/Junction. [bibtex-key = sfu_cs2009_23]



7. Ghassan Hamarneh. Digital Image Analysis of Fundus Photographs on the WWW. Technical report R002/1999 (S2-IAG-99-1), Department of Signals and Systems, School of Electrical and Computer Engineering, Chalmers University of Technology, Goteborg, Sweden, 2 1999. Keyword(s): Software and Tools. [bibtex-key = s2iag1999_1]

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