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Open Access
Peer-reviewed
Research Article
Recapitulation of Ayurveda constitution types by machine learning of phenotypic traits
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Pradeep Tiwari ,
Contributed equally to this work with: Pradeep Tiwari, Rintu Kutum, Tavpritesh Sethi
Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, CSIR’s Ayurgenomics Unit–TRISUTRA (Translational Research and Innovative Science ThRough Ayurgenomics) CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India
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Rintu Kutum ,
Contributed equally to this work with: Pradeep Tiwari, Rintu Kutum, Tavpritesh Sethi
Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations CSIR’s Ayurgenomics Unit–TRISUTRA (Translational Research and Innovative Science ThRough Ayurgenomics) CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India, G.N.Ramachandran Knowledge Centre for Genome Informatics, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
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Tavpritesh Sethi ,
Contributed equally to this work with: Pradeep Tiwari, Rintu Kutum, Tavpritesh Sethi
Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Current address: Indraprastha Institute of Information Technology, New Delhi, India.
Affiliation Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
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Ankita Shrivastava,
Roles Data curation, Formal analysis
Affiliation Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
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Bhushan Girase,
Roles Data curation, Formal analysis
Affiliation Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
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Shilpi Aggarwal,
Roles Data curation, Formal analysis
Affiliation Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
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Rutuja Patil,
Roles Data curation, Formal analysis
Affiliation Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
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Dhiraj Agarwal,
Roles Data curation, Formal analysis
Affiliation Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
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Pramod Gautam,
Roles Data curation, Formal analysis
Affiliation Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
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Anurag Agrawal,
Roles Formal analysis, Methodology, Supervision, Writing – review & editing
Affiliations Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India
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Debasis Dash,
Roles Formal analysis, Methodology, Supervision, Writing – review & editing
Affiliations Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India, G.N.Ramachandran Knowledge Centre for Genome Informatics, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
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Saurabh Ghosh,
Roles Formal analysis, Methodology, Software, Supervision, Validation, Writing – review & editing
Affiliation Human Genetics Unit, Indian Statistical Institute, Kolkata, India
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Sanjay Juvekar ,
Roles Data curation, Formal analysis, Investigation, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: bhavana.p@igib.res.in (BP); mitali@igib.res.in (MM); sanjay.juvekar@gmail.com(SJ)
Affiliation Vadu Rural Health Program, KEM Hospital Research Centre, Pune, India
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Mitali Mukerji ,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: bhavana.p@igib.res.in (BP); mitali@igib.res.in (MM); sanjay.juvekar@gmail.com(SJ)
Affiliations Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, CSIR’s Ayurgenomics Unit–TRISUTRA (Translational Research and Innovative Science ThRough Ayurgenomics) CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India
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Bhavana Prasher
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing
* E-mail: bhavana.p@igib.res.in (BP); mitali@igib.res.in (MM); sanjay.juvekar@gmail.com(SJ)
Affiliations Genomics and Molecular Medicine, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, CSIR’s Ayurgenomics Unit–TRISUTRA (Translational Research and Innovative Science ThRough Ayurgenomics) CSIR-Institute of Genomics and Integrative Biology, New Delhi, India, Academy of Scientific and Innovative Research (AcSIR), CSIR-IGIB, Delhi, India
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Recapitulation of Ayurveda constitution types by machine learning of phenotypic traits
- Pradeep Tiwari,
- Rintu Kutum,
- Tavpritesh Sethi,
- Ankita Shrivastava,
- Bhushan Girase,
- Shilpi Aggarwal,
- Rutuja Patil,
- Dhiraj Agarwal,
- Pramod Gautam,
- Anurag Agrawal
- Published: October 5, 2017
- https://doi.org/10.1371/journal.pone.0185380