Predicting Causal Relationships from Biological Data: Applying Automated Causal Discovery on Mass Cytometry Data of Human Immune Cells.

Triantafillou, Sofia; Lagani, Vincenzo; Heinze-Deml, Christina; Schmidt, Angelika; Tegner, Jesper; Tsamardinos, Ioannis

Triantafillou, Sofia; Lagani, Vincenzo; Heinze-Deml, Christina; Schmidt, Angelika; Tegner, Jesper; Tsamardinos, Ioannis.

Afiliação

Triantafillou S; Department of Computer Science, University of Crete, Rethimno, Greece. sofi.triantafyllou@northwestern.edu.
Lagani V; Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL, USA. sofi.triantafyllou@northwestern.edu.
Heinze-Deml C; Department of Computer Science, University of Crete, Rethimno, Greece.
Schmidt A; Seminar for Statistics, ETH Zurich, Zurich, Switzerland.
Tegner J; Unit of Computational Medicine, Center for Molecular Medicine, Department of Medicine Solna, Karolinska Institutet & Karolinska University Hospital, Science for Life Laboratory, Stockholm, Sweden.
Tsamardinos I; Unit of Computational Medicine, Center for Molecular Medicine, Department of Medicine Solna, Karolinska Institutet & Karolinska University Hospital, Science for Life Laboratory, Stockholm, Sweden.

Sci Rep ; 7(1): 12724, 2017 10 05.

Article em En | MEDLINE | ID: mdl-28983114

Assuntos

Algoritmos; Conjuntos de Dados como Assunto; Leucócitos Mononucleares/imunologia; Biologia de Sistemas; Humanos

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Leucócitos Mononucleares / Biologia de Sistemas / Conjuntos de Dados como Assunto Tipo de estudo: Clinical_trials / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2017 Tipo de documento: Article

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