Literature DB >> 27857826

INTEGRATED DATABASE SYSTEM FOR MOBILE DIETARY ASSESSMENT AND ANALYSIS.

Marc Bosch1, TusaRebecca Schap2, Fengqing Zhu1, Nitin Khanna1, Carol J Boushey2, Edward J Delp1.   

Abstract

Of the 10 leading causes of death in the US, 6 are related to diet. Unfortunately, methods for real-time assessment and proactive health management of diet do not currently exist. There are only minimally successful tools for historical analysis of diet and food consumption available. In this paper, we present an integrated database system that provides a unique perspective on how dietary assessment can be accomplished. We have designed three interconnected databases: an image database that contains data generated by food images, an experiments database that contains data related to nutritional studies and results from the image analysis, and finally an enhanced version of a nutritional database by including both nutritional and visual descriptions of each food. We believe that these databases provide tools to the healthcare community and can be used for data mining to extract diet patterns of individuals and/or entire social groups.

Entities:  

Keywords:  database; dietary assessment; geolocation; image analysis; mobile telephone

Year:  2011        PMID: 27857826      PMCID: PMC5110230          DOI: 10.1109/ICME.2011.6012202

Source DB:  PubMed          Journal:  Proc (IEEE Int Conf Multimed Expo)        ISSN: 1945-7871


  7 in total

Review 1.  Issues in dietary intake assessment of children and adolescents.

Authors:  M B E Livingstone; P J Robson; J M W Wallace
Journal:  Br J Nutr       Date:  2004-10       Impact factor: 3.718

2.  Medical data mining: knowledge discovery in a clinical data warehouse.

Authors:  J C Prather; D F Lobach; L K Goodwin; J W Hales; M L Hage; W E Hammond
Journal:  Proc AMIA Annu Fall Symp       Date:  1997

3.  Automatic portion estimation and visual refinement in mobile dietary assessment.

Authors:  Insoo Woo; Karl Otsmo; Sungye Kim; David S Ebert; Edward J Delp; Carol J Boushey
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2010-01-01

4.  The Use of Mobile Devices in Aiding Dietary Assessment and Evaluation.

Authors:  Fengqing Zhu; Marc Bosch; Insoo Woo; Sungye Kim; Carol J Boushey; David S Ebert; Edward J Delp
Journal:  IEEE J Sel Top Signal Process       Date:  2010-08       Impact factor: 6.856

5.  Uniqueness of medical data mining.

Authors:  Krzysztof J Cios; G William Moore
Journal:  Artif Intell Med       Date:  2002 Sep-Oct       Impact factor: 5.326

6.  Evidence-based development of a mobile telephone food record.

Authors:  Bethany L Six; Tusarebecca E Schap; Fengqing M Zhu; Anand Mariappan; Marc Bosch; Edward J Delp; David S Ebert; Deborah A Kerr; Carol J Boushey
Journal:  J Am Diet Assoc       Date:  2010-01

7.  Use of technology in children's dietary assessment.

Authors:  C J Boushey; D A Kerr; J Wright; K D Lutes; D S Ebert; E J Delp
Journal:  Eur J Clin Nutr       Date:  2009-02       Impact factor: 4.016

  7 in total
  3 in total

1.  Specular Highlight Removal For Image-Based Dietary Assessment.

Authors:  Y He; N Khanna; C J Boushey; E J Delp
Journal:  IEEE Int Conf Multimed Expo Workshops       Date:  2012-08-16

2.  A review on food recognition technology for health applications.

Authors:  Dario Allegra; Sebastiano Battiato; Alessandro Ortis; Salvatore Urso; Riccardo Polosa
Journal:  Health Psychol Res       Date:  2020-12-30

Review 3.  A Comprehensive Survey of Image-Based Food Recognition and Volume Estimation Methods for Dietary Assessment.

Authors:  Ghalib Ahmed Tahir; Chu Kiong Loo
Journal:  Healthcare (Basel)       Date:  2021-12-03
  3 in total

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