Development of a machine learning model for early prediction of plasma leakage in suspected dengue patients

Ramtin Zargari Marandi; Preston Leung; Chathurani Sigera; Daniel Dawson Murray; Praveen Weeratunga; Deepika Fernando; Chaturaka Rodrigo; Senaka Rajapakse; Cameron Ross MacPherson

doi:10.1371/journal.pntd.0010758

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Open Access

Peer-reviewed

Research Article

Development of a machine learning model for early prediction of plasma leakage in suspected dengue patients

Ramtin Zargari Marandi ,

Contributed equally to this work with: Ramtin Zargari Marandi, Preston Leung, Chathurani Sigera

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

* E-mail: ramtin.zargari.marandi@regionh.dk (RZM); preston.yui.sum.leung@regionh.dk (PL)

Affiliation Centre of Excellence for Health, Immunity and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark

https://orcid.org/0000-0001-9233-1656

⨯
Preston Leung ,

Contributed equally to this work with: Ramtin Zargari Marandi, Preston Leung, Chathurani Sigera

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

* E-mail: ramtin.zargari.marandi@regionh.dk (RZM); preston.yui.sum.leung@regionh.dk (PL)

Affiliation Centre of Excellence for Health, Immunity and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
⨯
Chathurani Sigera ,

Contributed equally to this work with: Ramtin Zargari Marandi, Preston Leung, Chathurani Sigera

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

Affiliation Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
⨯
Daniel Dawson Murray,

Roles Conceptualization, Writing – review & editing

Affiliation Centre of Excellence for Health, Immunity and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
⨯
Praveen Weeratunga,

Roles Data curation, Resources, Writing – review & editing

Affiliation Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
⨯
Deepika Fernando,

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

Affiliation Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
⨯
Chaturaka Rodrigo,

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

Affiliation Viral Immunology Systems Program (VISP), Kirby Institute, UNSW Sydney, Sydney, Australia
⨯
Senaka Rajapakse ,

Roles Data curation, Resources, Writing – review & editing

¶‡ These authors are joint senior authors on this work.

Affiliation Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
⨯
Cameron Ross MacPherson

Roles Conceptualization, Supervision, Writing – review & editing

¶‡ These authors are joint senior authors on this work.

Affiliation Centre of Excellence for Health, Immunity and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
⨯

Development of a machine learning model for early prediction of plasma leakage in suspected dengue patients

Ramtin Zargari Marandi,
Preston Leung,
Chathurani Sigera,
Daniel Dawson Murray,
Praveen Weeratunga,
Deepika Fernando,
Chaturaka Rodrigo,
Senaka Rajapakse,
Cameron Ross MacPherson

Published: March 13, 2023
https://doi.org/10.1371/journal.pntd.0010758

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