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This Special Issue of Entropy, titled “Recent Advances in Single-Particle Tracking: Experiment and Analysis”, contains a collection of 13 papers concerning different aspects of single-particle tracking, a popular experimental technique that has deeply penetrated molecular biology and statistical and chemical physics. Presenting original research, yet written in an accessible style, this collection will be useful for both newcomers to the field and more experienced researchers looking for some reference. Several papers are written by authorities in the field, and the topics cover aspects of experimental setups, analytical methods of tracking data analysis, a machine learning approach to data and, finally, some more general issues related to diffusion.
diauxic growth --- replicator equation --- mesoscopic model --- integro-differential equations --- anomalous diffusion --- statistical analysis --- single-particle tracking --- trajectory classification --- fractional Brownian motion --- estimation --- autocovariance function --- neural network --- Monte Carlo simulations --- multifractional Brownian motion --- power of the statistical test --- machine learning classification --- feature engineering --- confinement --- information theory --- Brownian particle --- stochastic thermodynamics --- CTRW --- diffusing-diffusivity --- occupation time statistics --- wound healing dynamics --- single pseudo-particle tracking --- phase contrast image segmentation --- 3D single-particle tracking --- Fisher information --- non-uniform illumination --- SPT --- deep learning --- residual neural networks --- random walk --- heterogeneous --- endosomes --- single particle trajectory --- stochastic processes --- trapping
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This Special Issue of Entropy, titled “Recent Advances in Single-Particle Tracking: Experiment and Analysis”, contains a collection of 13 papers concerning different aspects of single-particle tracking, a popular experimental technique that has deeply penetrated molecular biology and statistical and chemical physics. Presenting original research, yet written in an accessible style, this collection will be useful for both newcomers to the field and more experienced researchers looking for some reference. Several papers are written by authorities in the field, and the topics cover aspects of experimental setups, analytical methods of tracking data analysis, a machine learning approach to data and, finally, some more general issues related to diffusion.
Research & information: general --- Physics --- diauxic growth --- replicator equation --- mesoscopic model --- integro-differential equations --- anomalous diffusion --- statistical analysis --- single-particle tracking --- trajectory classification --- fractional Brownian motion --- estimation --- autocovariance function --- neural network --- Monte Carlo simulations --- multifractional Brownian motion --- power of the statistical test --- machine learning classification --- feature engineering --- confinement --- information theory --- Brownian particle --- stochastic thermodynamics --- CTRW --- diffusing-diffusivity --- occupation time statistics --- wound healing dynamics --- single pseudo-particle tracking --- phase contrast image segmentation --- 3D single-particle tracking --- Fisher information --- non-uniform illumination --- SPT --- deep learning --- residual neural networks --- random walk --- heterogeneous --- endosomes --- single particle trajectory --- stochastic processes --- trapping --- diauxic growth --- replicator equation --- mesoscopic model --- integro-differential equations --- anomalous diffusion --- statistical analysis --- single-particle tracking --- trajectory classification --- fractional Brownian motion --- estimation --- autocovariance function --- neural network --- Monte Carlo simulations --- multifractional Brownian motion --- power of the statistical test --- machine learning classification --- feature engineering --- confinement --- information theory --- Brownian particle --- stochastic thermodynamics --- CTRW --- diffusing-diffusivity --- occupation time statistics --- wound healing dynamics --- single pseudo-particle tracking --- phase contrast image segmentation --- 3D single-particle tracking --- Fisher information --- non-uniform illumination --- SPT --- deep learning --- residual neural networks --- random walk --- heterogeneous --- endosomes --- single particle trajectory --- stochastic processes --- trapping
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DNA Interactions With Drugs and Other Small Ligands: Single Molecule Approaches and Techniques provides the reader with all the main information, a "state-of-the-art" of sorts and an overall review of the field. There is no other book currently available that covers all these subjects together. On the contrary, the different subjects that are developed in this book are currently scattered in journal articles and other books. Presents a review of the fundamental knowledge, techniques and relevant information surrounding the field of DNA interactions with drugs and other ligands ; Provides a resource like no other book available ; Includes valuable information from the author who is a highly experienced researcher in the field.
DNA-drug interactions. --- Drug-DNA interactions --- DNA-ligand interactions --- Drug interactions --- DNA-ligand interactions. --- Binding, DNA-ligand --- DNA-ligand binding --- Interactions, DNA-ligand --- Ligand binding (Biochemistry) --- DNA-drug interactions --- DNA --- Ligands. --- Single Molecule Imaging. --- Drug Interactions. --- drug effects. --- Drug Interaction --- Interaction, Drug --- Interactions, Drug --- Contraindications, Drug --- Metabolic Detoxication, Phase I --- Drug-Related Side Effects and Adverse Reactions --- Metabolic Side Effects of Drugs and Substances --- Single Molecule Microscopy --- Single Molecule Spectroscopy --- Single Molecule Analysis --- Single Molecule Tracking --- Single Particle Analysis --- Single Particle Imaging --- Single Particle Microscopy --- Single Particle Spectroscopy --- Single Particle Tracking --- Analyses, Single Particle --- Analysis, Single Molecule --- Analysis, Single Particle --- Imaging, Single Molecule --- Imaging, Single Particle --- Microscopies, Single Particle --- Microscopy, Single Molecule --- Microscopy, Single Particle --- Particle Tracking, Single --- Single Molecule Analyses --- Single Particle Analyses --- Single Particle Microscopies --- Single Particle Spectroscopies --- Single Particle Trackings --- Spectroscopy, Single Molecule --- Spectroscopy, Single Particle --- Tracking, Single Molecule --- Tracking, Single Particle --- Ligand --- ds-DNA --- DNA, Double-Stranded --- Deoxyribonucleic Acid --- DNA, Double Stranded --- Double-Stranded DNA --- ds DNA --- Biopolymers
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