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eHealth 360°. International Summit on eHealth, Budapest, Hungary, June 14-16, 2016, Revised Selected Papers

Research Article

CAD Patient Classification Using MIMIC-II

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  • @INPROCEEDINGS{10.1007/978-3-319-49655-9_44,
        author={Swarnava Dey and Swagata Biswas and Arpan Pal and Arijit Mukherjee and Utpal Garain and Kayapanda Mandana},
        title={CAD Patient Classification Using MIMIC-II},
        proceedings={eHealth 360°. International Summit on eHealth, Budapest, Hungary, June 14-16, 2016, Revised Selected Papers},
        proceedings_a={EHEALTH360},
        year={2017},
        month={1},
        keywords={Heart rates HRV Wavelet transform SVM ICD-9 PPG Photoplethysmogram CAD Coronary Artery Disease Bigdata},
        doi={10.1007/978-3-319-49655-9_44}
    }
    
  • Swarnava Dey
    Swagata Biswas
    Arpan Pal
    Arijit Mukherjee
    Utpal Garain
    Kayapanda Mandana
    Year: 2017
    CAD Patient Classification Using MIMIC-II
    EHEALTH360
    Springer
    DOI: 10.1007/978-3-319-49655-9_44
Swarnava Dey1,*, Swagata Biswas1,*, Arpan Pal1,*, Arijit Mukherjee1,*, Utpal Garain2,*, Kayapanda Mandana3,*
  • 1: Tata Consultancy Services Ltd.
  • 2: Indian Statistical Institute
  • 3: Fortis Healthcare Limited
*Contact email: swarnava.dey@tcs.com, swagata.biswas@tcs.com, arpan.pal@tcs.com, mukherjee.arijit@tcs.com, utpal.garain@gmail.com, kmmandana@gmail.com

Abstract

With availability of large volume of collected data from healthcare centers and significant improvement in computation power, evidence based learning is helping in building robust disease diagnostic models.

Keywords
Heart rates HRV Wavelet transform SVM ICD-9 PPG Photoplethysmogram CAD Coronary Artery Disease Bigdata
Published
2017-01-05
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-319-49655-9_44
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