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2024Time-Series Analysis of Cellular Shapes Using Transported Velocity Fields, SSRN.
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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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2022Characterizing Cell Populations Using Statistical Shape Modes, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).
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20223D cell morphology detection by association for embryo heart morphogenesis, Volume 2 , 2022 , e2.
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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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2021Nu3D: 3D Nuclei Segmentation from Light-Sheet Microscopy Images of the Embryonic Heart, 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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2018SDL: Saliency-Based Dictionary Learning Framework for Image Similarity., IEEE Trans Image Process 2018 Feb; 27(2): 749-763.
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