1. Kumar Abhishek, Jeremy Kawahara, and Ghassan Hamarneh. IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset. IEEE Data Descriptions, 000(000):000-000, 2026. Keyword(s): Dermatology/Skin, Color/Multichannel/Vector-valued, Machine Learning, Deep Learning, Segmentation, Annotation Noise and Disagreement, Multi-Annotator, Datasets.



2. Christian Hallgrimson, Y. Lydia Li, Claire A. Shou, 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. Advanced Intelligent Systems (AISY), 000:000-000, 2026. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Machine Learning, Weak Supervision, Point Cloud.



3. Kailasam Mani, Nicolas Tardif, Olivier Rossier, Ismail M. Khater, Xuesi Zhou, Filipe Nunes Vicent, Radhakrishnan Av, Celine Gracia, Pamela Gonzalez Troncoso, Isabel Brito, Richard Ruez, Melissa Dewulf, Ghassan Hamarneh, Ivan Robert Nabi, Pierre Sens, Irina S Moreira, Gregory Giannone, Cedric M Blouin, and Christophe Lamaze. Remote Control of Cell Signaling through Caveolae Mechanics. Cell Biology, 000(000):000-000, 2026. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Color/Multichannel/Vector-valued, Point Cloud.

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