1. Ivan Robert Nabi, Ben Cardoen, Ismail M. Khater, Guang Gao, Timothy H. Wong, and Ghassan Hamarneh. AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth. The Journal Of Cell Biology (JCB), 223(8):e202311073, 8 2024. Keyword(s): Super Resolution Microscopy, Deep Learning, Machine Learning, Weak Supervision, Survey/Review, Point Cloud, Graphs/Networks. [bibtex-key = jcb2024]

1. Christian Hallgrimson, Y. Lydia Li, Ben Cardoen, John Lim, Timothy H. Wong, Ismail M. Khater, Ivan Robert Nabi, and Ghassan Hamarneh. Adversarial erasing enhanced multiple instance learning (siMILe): Discriminative identification of oligomeric protein structures in single molecule localization microscopy. Technical report biorxiv:2025.09.29.679377, Simon Fraser Universiry, 9 2025. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Machine Learning, Weak Supervision, Point Cloud. [bibtex-key = biorxiv_2025_09_29_679377]



2. Ivan Robert Nabi, Ben Cardoen, Ismail M. Khater, Guang Gao, Timothy H. Wong, and Ghassan Hamarneh. AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth. Technical report arxiv.2305.17193, Simon Fraser Universiry, 5 2023. Keyword(s): Machine Learning, Deep Learning, Weak Supervision, Super Resolution Microscopy, Validation, Graphs/Networks, Point Cloud. [bibtex-key = arxiv:2305.17193]

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