Image-based & machine learning-guided multiplexed serology test for SARS-CoV-2

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dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Pietiäinen, Vilja
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Polso, Minttu
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre - Migh, Ede
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki; Department of Computer Science, Aalto University; Finnish Center for Artificial Intelligence; School of Electronic Engineering and Computer Science, Queen Mary University of London - Guckelsberger, Christian
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre - Harmati, Maria
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre - Diosdi, Akos
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Turunen, Laura
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Hassinen, Antti
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Potdar, Swapnil
dc.contributor.affiliationMinerva Foundation Institute for Medical Research; Department of Anatomy, Faculty of Medicine, University of Helsinki - Koponen, Annika
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre - Sebestyen, Edina Guykity
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre; Single-Cell Technologies Ltd. - Kovacs, Ferenc
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre; Single-Cell Technologies Ltd. - Kriston, Andras
dc.contributor.affiliationLaboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre - Hollandi, Reka
dc.contributor.affiliationDepartment of Medical Microbiology, Faculty of Medicine, University of Szeged - Burian, Katalin
dc.contributor.affiliationDepartment of Medical Microbiology, Faculty of Medicine, University of Szeged - Terhes, Gabriella
dc.contributor.affiliation1st Department of Internal Medicine, Faculty of Medicine, University of Szeged - Visnyovszki, Adam
dc.contributor.affiliationDepartment of Sports Physiology, Inst. Sports and Health Sciences, University of Physical Education - Fodor, Eszter
dc.contributor.affiliationDepartment of Sports Physiology, Inst. Sports and Health Sciences, University of Physical Education - Lacza, Zsombor
dc.contributor.affiliationMeilahti Infectious Diseases and Vaccine Research Center, MeiVac, University of Helsinki and Helsinki University Hospital; Human Microbiome Research Program, University of Helsinki - Kantele, Anu
dc.contributor.affiliationInstitute of Biomedicine, University of Turku - Kolehmainen, Pekka
dc.contributor.affiliationInstitute of Biomedicine, University of Turku - Kakkola, Laura
dc.contributor.affiliationDepartment of Virology, Medicum, University of Helsinki - Strandin, Tomas
dc.contributor.affiliationDepartment of Virology, Medicum, University of Helsinki - Levanov, Lev
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki; Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory - Kallioniemi, Olli
dc.contributor.affiliationHCEMM-USZ Skin Research Group, Department of Dermatology and Allergology, University of Szeged - Kemeny, Lajos
dc.contributor.affiliationInstitute of Biomedicine, University of Turku; Turku University Hospital - Julkunen, Ilkka
dc.contributor.affiliationDepartment of Virology, Medicum, University of Helsinki; Department of Veterinary Biosciences, University of Helsinki; HUS Diagnostic Center, HUSLAB, Clinical Microbiology, Helsinki University Hospital - Vapalahti, Olli
dc.contributor.affiliationDepartment of Immunology, Faculty of Medicine, Faculty of Science and Informatics, University of Szeged - Buzas, Krisztina
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki - Paavolainen, Lassi
dc.contributor.affiliationInstitute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Sciences (HiLIFE), University of Helsinki; Laboratory of Microscopic Image Analysis and Machine Learning, Institute of Biochemistry, Biological Research Centre; Single-Cell Technologies Ltd. - Horvath, Peter
dc.contributor.affiliationDepartment of Virology, Medicum, University of Helsinki; University of Zurich, Vetsuisse Faculty, Institute of Veterinary Pathology - Hepojoki, Jussi
dc.contributor.authorPietiäinen, Vilja
dc.contributor.authorPolso, Minttu
dc.contributor.authorMigh, Ede
dc.contributor.authorGuckelsberger, Christian
dc.contributor.authorHarmati, Maria
dc.contributor.authorDiosdi, Akos
dc.contributor.authorTurunen, Laura
dc.contributor.authorHassinen, Antti
dc.contributor.authorPotdar, Swapnil
dc.contributor.authorKoponen, Annika
dc.contributor.authorSebestyen, Edina Guykity
dc.contributor.authorKovacs, Ferenc
dc.contributor.authorKriston, Andras
dc.contributor.authorHollandi, Reka
dc.contributor.authorBurian, Katalin
dc.contributor.authorTerhes, Gabriella
dc.contributor.authorVisnyovszki, Adam
dc.contributor.authorFodor, Eszter
dc.contributor.authorLacza, Zsombor
dc.contributor.authorKantele, Anu
dc.contributor.authorKolehmainen, Pekka
dc.contributor.authorKakkola, Laura
dc.contributor.authorStrandin, Tomas
dc.contributor.authorLevanov, Lev
dc.contributor.authorKallioniemi, Olli
dc.contributor.authorKemeny, Lajos
dc.contributor.authorJulkunen, Ilkka
dc.contributor.authorVapalahti, Olli
dc.contributor.authorBuzas, Krisztina
dc.contributor.authorPaavolainen, Lassi
dc.contributor.authorHorvath, Peter
dc.contributor.authorHepojoki, Jussi
dc.date.accessioned2025-03-24T15:21:29Z
dc.date.issued2022-03-14
dc.date.issued2022-03-14
dc.descriptionSingle-cell extracted imaging features created in project "Image-based & machine learning-guided multiplexed serology test for SARS-CoV-2". The dataset includes train (with annotations) and test features used in the manuscript. Four SARS-CoV-2 antigens (S, N, R, M) were imaged separately with serum samples presenting IgG, IgA and IgM antibodies.
dc.identifierhttps://doi.org/10.5281/zenodo.6352550
dc.identifier.urihttps://hydatakatalogi-test-24.it.helsinki.fi/handle/123456789/10923
dc.rightsOpen
dc.rights.licensecc-by-4.0
dc.subjectImage-based
dc.subjectMachine learning
dc.subjectSARS-CoV-2
dc.titleImage-based & machine learning-guided multiplexed serology test for SARS-CoV-2
dc.typedataset
dc.typedataset

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