[HTML][HTML] Computerized cell tracking: Current methods, tools and challenges
N Emami, Z Sedaei, R Ferdousi - Visual Informatics, 2021 - Elsevier
In developmental biology, knowledge of cell structure and their (morpho) dynamic behavior,
leads to a comprehensive understanding of their conducts and the mechanisms in which …
leads to a comprehensive understanding of their conducts and the mechanisms in which …
Forty years of multiple hypothesis tracking-a review of key developments
CY Chong, S Mori, DB Reid - 2018 21st International …, 2018 - ieeexplore.ieee.org
Multiple hypothesis tracking addresses difficult multiple target tracking problems by making
association decisions using multiple scans or frames of data. This paper reviews forty years …
association decisions using multiple scans or frames of data. This paper reviews forty years …
Transport mechanisms of solid lipid nanoparticles across Caco-2 cell monolayers and their related cytotoxicology
Solid lipid nanoparticles (SLNs) have been extensively investigated and demonstrated to be
a potential nanocarriers for improving oral bioavailability of many drugs. However, the …
a potential nanocarriers for improving oral bioavailability of many drugs. However, the …
Deep-learning method for data association in particle tracking
Motivation Biological studies of dynamic processes in living cells often require accurate
particle tracking as a first step toward quantitative analysis. Although many particle tracking …
particle tracking as a first step toward quantitative analysis. Although many particle tracking …
Multi-target tracking with time-varying clutter rate and detection profile: Application to time-lapse cell microscopy sequences
Quantitative analysis of the dynamics of tiny cellular and sub-cellular structures, known as
particles, in time-lapse cell microscopy sequences requires the development of a reliable …
particles, in time-lapse cell microscopy sequences requires the development of a reliable …
A recurrent neural network for particle tracking in microscopy images using future information, track hypotheses, and multiple detections
R Spilger, A Imle, JY Lee, B Mueller… - … on Image Processing, 2020 - ieeexplore.ieee.org
Automatic tracking of particles in time-lapse fluorescence microscopy images is essential for
quantifying the dynamic behavior of subcellular structures and virus structures. We introduce …
quantifying the dynamic behavior of subcellular structures and virus structures. We introduce …
Tracking multiple particles in fluorescence time-lapse microscopy images via probabilistic data association
WJ Godinez, K Rohr - IEEE transactions on medical imaging, 2014 - ieeexplore.ieee.org
Tracking subcellular structures as well as viral structures displayed asparticles' in
fluorescence microscopy images yields quantitative information on the underlying dynamical …
fluorescence microscopy images yields quantitative information on the underlying dynamical …
Virtual cell imaging: A review on simulation methods employed in image cytometry
The simulations of cells and microscope images thereof have been used to facilitate the
development, selection, and validation of image analysis algorithms employed in cytometry …
development, selection, and validation of image analysis algorithms employed in cytometry …
Quantitative comparison of multiframe data association techniques for particle tracking in time-lapse fluorescence microscopy
I Smal, E Meijering - Medical image analysis, 2015 - Elsevier
Biological studies of intracellular dynamic processes commonly require motion analysis of
large numbers of particles in live-cell time-lapse fluorescence microscopy imaging data …
large numbers of particles in live-cell time-lapse fluorescence microscopy imaging data …
Piecewise-stationary motion modeling and iterative smoothing to track heterogeneous particle motions in dense environments
One of the major challenges in multiple particle tracking is the capture of extremely
heterogeneous movements of objects in crowded scenes. The presence of numerous …
heterogeneous movements of objects in crowded scenes. The presence of numerous …