Detecting variations in ovulation and menstruation during the COVID-19 pandemic, using real-world mobile app data

• Brian T. Nguyen ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: nguyenbt@usc.edu

  Affiliation Department of Obstetrics and Gynecology, Section of Family Planning, Keck School of Medicine of the University of Southern California, Los Angeles, CA, United States of America

  https://orcid.org/0000-0002-0282-3241

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• Raina D. Pang,

  Roles Formal analysis, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, United States of America

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• Anita L. Nelson,

  Roles Conceptualization, Data curation, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Obstetrics and Gynecology, Western University of Health Sciences, Pomona, CA, United States of America

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• Jack T. Pearson,

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – review & editing

  Affiliation Natural Cycles, Stockholm, Sweden

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• Eleonora Benhar Noccioli,

  Roles Data curation, Investigation, Methodology, Project administration, Software, Writing – review & editing

  Affiliation Natural Cycles, Stockholm, Sweden

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• Hana R. Reissner,

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Obstetrics and Gynecology, Section of Family Planning, Keck School of Medicine of the University of Southern California, Los Angeles, CA, United States of America

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• Anita Kraker von Schwarzenfeld,

  Roles Conceptualization, Data curation, Methodology, Writing – review & editing

  Affiliation Natural Cycles, Stockholm, Sweden

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• Juan Acuna

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliations Department of Epidemiology and Public Health, Khalifa University, Abu Dhabi, United Arab Emirates, Research and Data Intelligence Support Center, Khalifa University, Abu Dhabi, United Arab Emirates

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