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A two-stage approach for segmenting spatial point patterns applied to multiplex imaging.

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第一作者： Alvin,Sheng

第一单位： Division of Biostatistics and Health Data Science, University of Minnesota, 2221 University Avenue SE, Minneapolis, MN 55414, United States.

作者： Alvin,Sheng ^[1] ; Brian J,Reich ^[2] ; Ana-Maria,Staicu ^[2] ; Santhoshi N,Krishnan ^[3] ; Arvind,Rao ^[4] ; Timothy L,Frankel ^[5]

作者单位： Division of Biostatistics and Health Data Science, University of Minnesota, 2221 University Avenue SE, Minneapolis, MN 55414, United States. ^[1] Department of Statistics, North Carolina State University, 2311 Stinson Drive, Raleigh, NC 27605, United States. ^[2] Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, United States.;Department of Electrical and Computer Engineering, Rice University, 6100 Main Street, Houston, TX 77005, United States. ^[3] Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, United States.;Department of Electrical and Computer Engineering, Rice University, 6100 Main Street, Houston, TX 77005, United States.;Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, United States.;Department of Radiation Oncology, University of Michigan Medical School, 1500 E Medical Center Drive, Ann Arbor, MI 48109, United States.;Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel Boulevard, Ann Arbor, MI 48109, United States. ^[4] Department of Surgery, University of Michigan Medical School, 1500 E Medical Center Drive, Ann Arbor, MI 48109, United States. ^[5]

关键词 Bayesian hierarchical model Markov Chain Monte Carlo functional data analysis pair correlation function spatial point pattern tumor immunology