Dimensionality reduction of longitudinal ’omics data using modern tensor factorizations

• Uria Mor ,

  Contributed equally to this work with: Uria Mor, Yotam Cohen, Rafael Valdés-Mas

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliations Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel, School of Mathematical Sciences, Tel Aviv University, Tel Aviv, Israel

  https://orcid.org/0000-0002-2918-6406

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• Yotam Cohen ,

  Contributed equally to this work with: Uria Mor, Yotam Cohen, Rafael Valdés-Mas

  Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliation Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel

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• Rafael Valdés-Mas ,

  Contributed equally to this work with: Uria Mor, Yotam Cohen, Rafael Valdés-Mas

  Roles Conceptualization, Data curation, Software, Writing – original draft, Writing – review & editing

  Affiliation Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel

  https://orcid.org/0000-0002-0737-5425

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• Denise Kviatcovsky,

  Roles Visualization, Writing – original draft, Writing – review & editing

  Affiliation Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel

  https://orcid.org/0000-0002-9697-0380

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• Eran Elinav ,

  Roles Supervision, Writing – original draft, Writing – review & editing

  ¶‡ EE and HA also contributed equally to this work.

  Affiliations Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel, Microbiome and Cancer Division, DKFZ, Heidelberg, Germany

  https://orcid.org/0000-0002-5775-2110

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• Haim Avron

  Roles Conceptualization, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: haimav@tauex.tau.ac.il

  ¶‡ EE and HA also contributed equally to this work.

  Affiliation School of Mathematical Sciences, Tel Aviv University, Tel Aviv, Israel

  https://orcid.org/0000-0002-1688-9030

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