My interest is to study the mechanobiology of the intestinal invasion by the pathogenic amoeba Entamoeba histolytica, by analyzing the role of amoebic and environmental factors (biological and mechanical) on its migration through the colonic tissue.
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20224D live imaging and computational modeling of a functional gut-on-a-chip evaluate how peristalsis facilitates enteric pathogen invasion., Science advances.
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2022PDE-Constrained Optimization for Nuclear Mechanics, 2022 IEEE International Conference on Image Processing (ICIP).
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2022Domain Adapted Multi-task Learning For Segmenting Amoeboid Cells in Microscopy, IEEE Transactions on Medical Imaging, 2022.
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2022PI Kinase-EhGEF2-EhRho5 axis contributes to LPA stimulated macropinocytosis in Entamoeba histolytica, PLoS Pathog 18(5): e1010550.
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2022Characterizing Cell Populations Using Statistical Shape Modes, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).
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2021Dynamic Shape Modeling to Analyze Modes ofMigration During Cell Motility, arXiv.org.
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2021A Min-Max Based Hyperparameter Estimation For Domain-Adapted Segmentation Of Amoeboid Cells, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).
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2020Modeling Shape Dynamics During Cell Motility in Microscopy Videos, 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2020, .
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2020Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection, 2020 25th International Conference on Pattern Recognition (ICPR).
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2017Crosstalk between Entamoeba histolytica and the human intestinal tract during amoebiasis, 2019 Aug;146(9):1140-1149.
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