TY - JOUR AU - Rybakowska, Paulina AU - Van Gassen, Sofie AU - Quintelier, Katrien AU - Saeys, Yvan AU - Alarcón-Riquelme, Marta E. AU - Marañón, Concepción PY - 2021 DO - 10.1016/j.csbj.2021.05.032 UR - http://hdl.handle.net/10668/4361 T2 - Computational and Structural Biotechnology Journal AB - Mass cytometry is a powerful tool for deep immune monitoring studies. To ensure maximal data quality, a careful experimental and analytical design is required. However even in well-controlled experiments variability caused by either operator or... LA - en PB - Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology KW - Mass cytometry KW - Semi-automated data preprocessing KW - Immune phenotyping KW - Data normalization KW - Quality control KW - Workflow KW - Artifacts KW - Flow cytometry KW - Control de calidad KW - Flujo de trabajo KW - Artefactos KW - Citometría de Flujo KW - Monitorización inmunológica KW - Inmunofenotipificación KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Case-Control Studies::Retrospective Studies KW - Medical Subject Headings::Information Science::Information Science::Systems Analysis::Workflow KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Monitoring, Physiologic::Monitoring, Immunologic KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Artifacts KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Methods::Research Design KW - Medical Subject Headings::Technology and Food and Beverages::Technology, Industry, and Agriculture::Technology::Quality Control KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Clinical Laboratory Techniques::Specimen Handling KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Clinical Trials as Topic::Multicenter Studies as Topic KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Immunologic Techniques::Immunologic Tests::Immunophenotyping TI - Data processing workflow for large-scale immune monitoring studies by mass cytometry TY - research article ER -