About the Authors

Jonathan Zhen Liang

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Donovan Kai Wei Ng

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Vijayprasanth Raveendran

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Mac Yu Kai Teo

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Elaine Li Ying Quah

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Keith Zi Yuan Chua

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Jun Kiat Lua

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore

Jasmine Lerk Juan Owyong

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

Affiliation Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore

Andrew Vimal Vijayan

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

Affiliation Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore

Nur Amira Binte Abdul Hamid

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

Affiliation Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore

Ting Ting Yeoh

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

Affiliations Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore, Department of Pharmacy, National Cancer Centre Singapore, Singapore, Singapore

Eng Koon Ong

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

Affiliations Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore, Assisi Hospice, Singapore, Singapore

Gillian Li Gek Phua

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

Affiliations Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore, Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore

Stephen Mason

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

Affiliation Palliative Care Institute Liverpool, Academic Palliative & End of Life Care Centre, University of Liverpool, Liverpool, United Kingdom

Warren Fong

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

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore, Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore

Crystal Lim

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

Affiliation Medical Social Services, Singapore General Hospital, Singapore, Singapore

Natalie Woong

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

Affiliation Department of Internal Medicine, Singapore General Hospital, Singapore, Singapore

Simon Yew Kuang Ong

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

Affiliations Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore, Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore

Lalit Kumar Radha Krishna

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

lalit.radha-krishna@liverpool.ac.uk

Affiliations Yong Loo Lin School of Medicine, National University Singapore, Singapore, Singapore, Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore, Palliative Care Institute Liverpool, Academic Palliative & End of Life Care Centre, University of Liverpool, Liverpool, United Kingdom, PalC, The Palliative Care Centre for Excellence in Research and Education, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.