About the Authors

Nourhan Shafik

Roles Conceptualization, Data curation, Investigation, Visualization, Writing – original draft

Affiliations Department of Mathematics and Systems Analysis, Aalto University School of Science, Espoo, Finland, Institute for Statistical and Epidemiological Cancer Research, Finnish Cancer Registry, Helsinki, Finland

Pauliina Ilmonen

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

pauliina.ilmonen@aalto.fi

Affiliation Department of Mathematics and Systems Analysis, Aalto University School of Science, Espoo, Finland

Lauri Viitasaari

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

Affiliation Uppsala University, Department of Mathematics, Uppsala, Sweden

Tytti Sarkeala

Roles Funding acquisition, Project administration, Resources, Writing – review & editing

Affiliation Institute for Statistical and Epidemiological Cancer Research, Finnish Cancer Registry, Helsinki, Finland

Sirpa Heinävaara

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation Institute for Statistical and Epidemiological Cancer Research, Finnish Cancer Registry, Helsinki, Finland

Competing Interests

The authors have declared that no competing interests exist.