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Research Article

Decision Tree Algorithms Predict the Diagnosis and Outcome of Dengue Fever in the Early Phase of Illness

  • Lukas Tanner equal contributor,

    equal contributor Contributed equally to this work with: Lukas Tanner, Mark Schreiber

    Affiliation: Novartis Institute for Tropical Diseases, Singapore

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  • Mark Schreiber equal contributor,

    equal contributor Contributed equally to this work with: Lukas Tanner, Mark Schreiber

    Affiliation: Novartis Institute for Tropical Diseases, Singapore

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  • Jenny G. H. Low,

    Affiliation: Tan Tock Seng Hospital, Singapore

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  • Adrian Ong,

    Affiliation: Tan Tock Seng Hospital, Singapore

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  • Thomas Tolfvenstam,

    Affiliation: Genome Institute of Singapore, Singapore

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  • Yee Ling Lai,

    Affiliation: National Environment Agency, Singapore

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  • Lee Ching Ng,

    Affiliation: National Environment Agency, Singapore

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  • Yee Sin Leo,

    Affiliation: Tan Tock Seng Hospital, Singapore

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  • Le Thi Puong,

    Affiliation: Dong Thap Hospital, Cao Lanh, Dong Thap Province, Vietnam

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  • Subhash G. Vasudevan,

    Affiliation: Novartis Institute for Tropical Diseases, Singapore

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  • Cameron P. Simmons,

    Affiliation: Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam

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  • Martin L. Hibberd,

    Affiliation: Genome Institute of Singapore, Singapore

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  • Eng Eong Ooi mail

    oengeong@dso.org.sg

    Affiliation: DSO National Laboratories, Singapore

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  • Published: March 12, 2008
  • DOI: 10.1371/journal.pntd.0000196

About the Authors

Lukas Tanner, Mark Schreiber, Subhash G. Vasudevan
Novartis Institute for Tropical Diseases, Singapore
Jenny G. H. Low, Adrian Ong, Yee Sin Leo
Tan Tock Seng Hospital, Singapore
Thomas Tolfvenstam, Martin L. Hibberd
Genome Institute of Singapore, Singapore
Yee Ling Lai, Lee Ching Ng
National Environment Agency, Singapore
Le Thi Puong
Dong Thap Hospital, Cao Lanh, Dong Thap Province, Vietnam
Cameron P. Simmons
Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam
Eng Eong Ooi
DSO National Laboratories, Singapore

Corresponding Author

Email: oengeong@dso.org.sg

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: AO TT SV MH EO. Performed the experiments: LT MS JL YLL LP CS. Analyzed the data: LT MS YSL SV CS MH EO. Contributed reagents/materials/analysis tools: LN YSL LP SV CS MH. Wrote the paper: LT MS EO.