Bayesian analysis of cell migration - Linking experimental data and theoretical models

被引：0
|
作者：
Preuss, R [1 ]
Schwab, A [1 ]
Schnittler, HJ [1 ]
Dieterich, P [1 ]
机构：
[1] EURATOM, Max Planck Inst Plasmaphys, Ctr Interdisciplinary Plasma Sci, D-85748 Garching, Germany
来源：
FOUNDATIONS OF STATISTICAL INFERENCE | 2003年
关键词：
D O I：
暂无
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
We analyze experimental time series from phase contrast microscopy of cells moving on a 2D substrate. Using Bayesian analysis a statistical model is developed which allows to characterize cell migration with a few parameters.
引用
收藏
页码：107 / 114
页数：8
相关论文
共 50 条
  • [1] Linking hyperelastic theoretical models and experimental data of vaginal tissue through histological data
    Rynkevic, Rita
    Ferreira, Joao
    Martins, Pedro
    Parente, Marco
    Fernandes, Antonio A.
    JOURNAL OF BIOMECHANICS, 2019, 82 : 271 - 279
  • [2] Bayesian latent variable models for the analysis of experimental psychology data
    Edgar C. Merkle
    Ting Wang
    Psychonomic Bulletin & Review, 2018, 25 : 256 - 270
  • [3] Bayesian latent variable models for the analysis of experimental psychology data
    Merkle, Edgar C.
    Wang, Ting
    PSYCHONOMIC BULLETIN & REVIEW, 2018, 25 (01) : 256 - 270
  • [4] Bayesian Analysis of Experimental Data
    Prasad, Sanjay Kumar
    Bhar, Lalmohan
    PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2013, 9 (02) : 225 - 239
  • [5] Linking discrete and continuous models of cell birth and migration
    Martinson, W. Duncan
    Volkening, Alexandria
    Schmidtchen, Markus
    Venkataraman, Chandrasekhar
    Carrillo, Jose A.
    ROYAL SOCIETY OPEN SCIENCE, 2024, 11 (07):
  • [6] Animal migration: linking models and data beyond taxonomic limits
    Bauer, Silke
    Barta, Zoltan
    Ens, Bruno J.
    Hays, Graeme C.
    McNamara, John M.
    Klaassen, Marcel
    BIOLOGY LETTERS, 2009, 5 (04) : 433 - 435
  • [7] Bayesian parameter estimation for stochastic models of biological cell migration
    Dieterich, Peter
    Preuss, Roland
    BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING, 2013, 1553 : 16 - 22
  • [8] A theoretical performance analysis of the Bayesian data reduction algorithm
    Lynch, RS
    Willett, PK
    INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 330 - 335
  • [9] Bayesian mixture models for cytometry data analysis
    Lin, Lin
    Hejblum, Boris P.
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2021, 13 (04)
  • [10] Fitting two human atrial cell models to experimental data using Bayesian history matching
    Coveney, Sam
    Clayton, Richard H.
    PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2018, 139 : 43 - 58
12345