Orthogonal outlier detection and dimension estimation for improved MDS embedding of biological datasets.

Li, Wanxin; Mirone, Jules; Prasad, Ashok; Miolane, Nina; Legrand, Carine; Dao Duc, Khanh

Li, Wanxin; Mirone, Jules; Prasad, Ashok; Miolane, Nina; Legrand, Carine; Dao Duc, Khanh.

Afiliação

Li W; Department of Computer Science, University of British Columbia, Vancouver, BC, Canada.
Mirone J; Department of Mathematics, University of British Columbia, Vancouver, BC, Canada.
Prasad A; Centre de Mathématiques Appliquées, Ecole Polytechnique, Palaiseau, France.
Miolane N; Department of Chemical and Biological Engineering, School of Biomedical Engineering, Colorado State University, Fort Collins, CO, United States.
Legrand C; Department of Electrical and Computer Engineering, University of California, Santa Barbara, Santa Barbara, CA, United States.
Dao Duc K; Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, Paris, France.

Front Bioinform ; 3: 1211819, 2023.

Article em En | MEDLINE | ID: mdl-37637212

Palavras-chave

microbiome data; multidimensional scaling; orthogonal outliers; outlier correction; outlier detection; scRNA seq; shape data

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Revista: Front Bioinform Ano de publicação: 2023 Tipo de documento: Article

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