Select Publications
Book Chapters
2024, 'DNeuroMAT: A Deep-Learning-Based Neuron Morphology Analysis Toolbox', in Methods in Molecular Biology, pp. 179 - 197, http://dx.doi.org/10.1007/978-1-0716-3969-6_12
,2023, 'Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction', in , pp. 612 - 623, http://dx.doi.org/10.1007/978-3-031-30105-6_51
,2023, 'Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images', in , pp. 659 - 669, http://dx.doi.org/10.1007/978-3-031-43898-1_63
,2022, 'Motion Tracking and Analysis', in Microscope Image Processing, Second Edition, pp. 393 - 430, http://dx.doi.org/10.1016/B978-0-12-821049-9.00013-7
,2021, 'Deep Representation Learning for Image-Based Cell Profiling', in Machine Learning in Medical Imaging, pp. 487 - 497, http://dx.doi.org/10.1007/978-3-030-87589-3_50
,2021, 'Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation', in Neural Information Processing, pp. 283 - 290, http://dx.doi.org/10.1007/978-3-030-92310-5_33
,2017, 'Automated analysis of intracellular dynamic processes', in Methods in Molecular Biology, pp. 209 - 228, http://dx.doi.org/10.1007/978-1-4939-6810-7_14
,2012, 'Methods for cell and particle tracking', in Methods in Enzymology, pp. 183 - 200, http://dx.doi.org/10.1016/B978-0-12-391857-4.00009-4
,2008, 'Time-Lapse Imaging', in Microscope Image Processing, pp. 401 - 440, http://dx.doi.org/10.1016/B978-0-12-372578-3.00015-5
,2008, 'Chapter 15 Time‐Lapse Imaging', in Microscope Image Processing, Elsevier, pp. 401 - 440, http://dx.doi.org/10.1016/b978-0-12-372578-3.00015-5
,2007, 'Quantitative Biological Image Analysis', in Principles and Practice, Springer Berlin Heidelberg, pp. 45 - 70, http://dx.doi.org/10.1007/978-3-540-71331-9_2
,