메뉴 건너뛰기




Volumn 18, Issue 5, 2016, Pages

Carbohydrate estimation by a mobile phone-based system versus self-estimations of individuals with type 1 diabetes mellitus: A comparative study

Author keywords

Carbohydrate counting; Computer vision systems; Diabetes mellitus; Food recognition; Food volume estimation; Meal assessment; Mobile phone; Type 1

Indexed keywords

CARBOHYDRATE DIET;

EID: 84973460545     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.5567     Document Type: Article
Times cited : (83)

References (31)
  • 1
    • 77951089891 scopus 로고    scopus 로고
    • th Edition [accessed 2016-04-26] [WebCite Cache ID 6h3PfB5wn]
    • International Diabetes Federation. 2015. IDF Diabetes Atlas, 7th Edition URL: http://www.diabetesatlas.org/ [accessed 2016-04-26] [WebCite Cache ID 6h3PfB5wn]
    • (2015) IDF Diabetes Atlas
  • 3
    • 84919983408 scopus 로고    scopus 로고
    • Epidemiology of diabetes
    • Dec
    • Forouhi NG, Wareham NJ. Epidemiology of diabetes. Medicine (Abingdon) 2014 Dec;42(12):698-702 [FREE Full text] [doi: 10.1016/j.mpmed.2014.09.007] [Medline: 25568613]
    • (2014) Medicine Abingdon , vol.42 , Issue.12 , pp. 698-702
    • Forouhi, N.G.1    Wareham, N.J.2
  • 4
    • 62449104059 scopus 로고    scopus 로고
    • Children and adolescents on intensive insulin therapy maintain postprandial glycaemic control without precise carbohydrate counting
    • Mar
    • Smart CE, Ross K, Edge JA, Collins CE, Colyvas K, King BR. Children and adolescents on intensive insulin therapy maintain postprandial glycaemic control without precise carbohydrate counting. Diabet Med 2009 Mar;26(3):279-285. [doi: 10.1111/j.1464-5491.2009.02669.x] [Medline: 19317823]
    • (2009) Diabet Med , vol.26 , Issue.3 , pp. 279-285
    • Smart, C.E.1    Ross, K.2    Edge, J.A.3    Collins, C.E.4    Colyvas, K.5    King, B.R.6
  • 5
    • 84862657353 scopus 로고    scopus 로고
    • Children using intensive insulin therapy, a 20-g variation in carbohydrate amount significantly impacts on postprandial glycaemia
    • Jul
    • Smart CE, King BR, McElduff P, Collins CE. In children using intensive insulin therapy, a 20-g variation in carbohydrate amount significantly impacts on postprandial glycaemia. Diabet Med 2012 Jul;29(7):e21-e24. [doi: 10.1111/j.1464-5491.2012.03595.x] [Medline: 22268422]
    • (2012) Diabet Med , vol.29 , Issue.7 , pp. e21-e24
    • Smart, C.E.1    King, B.R.2    McElduff, P.3    Collins, C.E.4
  • 6
    • 84871005822 scopus 로고    scopus 로고
    • Carbohydrate counting accuracy and blood glucose variability in adults with type 1 diabetes
    • Jan
    • Brazeau AS, Mircescu H, Desjardins K, Leroux C, Strychar I, Ekoé JM, et al. Carbohydrate counting accuracy and blood glucose variability in adults with type 1 diabetes. Diabetes Res Clin Pract 2013 Jan;99(1):19-23. [doi: 10.1016/j.diabres.2012.10.024] [Medline: 23146371]
    • (2013) Diabetes Res Clin Pract , vol.99 , Issue.1 , pp. 19-23
    • Brazeau, A.S.1    Mircescu, H.2    Desjardins, K.3    Leroux, C.4    Strychar, I.5    Ekoé, J.M.6
  • 7
    • 67651218668 scopus 로고    scopus 로고
    • The Carbohydrate Counting in Adolescents with Type 1 diabetes (CCAT) study
    • Jan
    • Bishop FK, Maahs DM, Spiegel G, Owen D, Klingensmith GJ, Bortsov A, et al. The Carbohydrate Counting in Adolescents with Type 1 diabetes (CCAT) study. Diabetes Spectrum 2009 Jan 01;22(1):56-62. [doi: 10.2337/diaspect.22.1.56]
    • (2009) Diabetes Spectrum , vol.1 , Issue.22 , pp. 56-62
    • Bishop, F.K.1    Maahs, D.M.2    Spiegel, G.3    Owen, D.4    Klingensmith, G.J.5    Bortsov, A.6
  • 8
    • 77949349988 scopus 로고    scopus 로고
    • Can children with Type 1 diabetes and their caregivers estimate the carbohydrate content of meals and snacks?
    • Mar
    • Smart CE, Ross K, Edge JA, King BR, McElduff P, Collins CE. Can children with Type 1 diabetes and their caregivers estimate the carbohydrate content of meals and snacks? Diabet Med 2010 Mar;27(3):348-353. [doi: 10.1111/j.1464-5491.2010.02945.x] [Medline: 20536499]
    • (2010) Diabet Med , vol.27 , Issue.3 , pp. 348-353
    • Smart, C.E.1    Ross, K.2    Edge, J.A.3    King, B.R.4    McElduff, P.5    Collins, C.E.6
  • 9
    • 34548296464 scopus 로고    scopus 로고
    • How well are individuals on intensive insulin therapy counting carbohydrates?
    • Sep
    • Graff MR, Gross TM, Juth SE, Charlson J. How well are individuals on intensive insulin therapy counting carbohydrates? Diabetes Res Clin Pr 2000 Sep;50:238-239. [doi: 10.1016/S0168-8227(00)82267-6]
    • (2000) Diabetes Res Clin Pr , vol.50 , pp. 238-239
    • Graff, M.R.1    Gross, T.M.2    Juth, S.E.3    Charlson, J.4
  • 10
    • 84905773019 scopus 로고    scopus 로고
    • Executive summary: Standards of medical care in diabetes-2014
    • American Diabetes Association
    • American Diabetes Association. Executive summary: standards of medical care in diabetes-2014. Diabetes Care 2014Jan;37 Suppl 1:S5-S13. [doi: 10.2337/dc14-S005] [Medline: 24357214]
    • Diabetes Care 2014Jan;37 Suppl , vol.1 , pp. S5-S13
  • 11
    • 84880037223 scopus 로고    scopus 로고
    • Functionalities and input methods for recording food intake: A systematic review
    • Aug
    • Rusin M, Arsand E, Hartvigsen G. Functionalities and input methods for recording food intake: a systematic review. Int J Med Inform 2013 Aug;82(8):653-664. [doi: 10.1016/j.ijmedinf.2013.01.007] [Medline: 23415822]
    • (2013) Int J Med Inform , vol.82 , Issue.8 , pp. 653-664
    • Rusin, M.1    Arsand, E.2    Hartvigsen, G.3
  • 13
    • 84960368134 scopus 로고    scopus 로고
    • Training of carbohydrate estimation for people with diabetes using mobile augmented reality
    • May
    • Domhardt M, Tiefengrabner M, Dinic R, Fötschl U, Oostingh GJ, Stütz T, et al. Training of carbohydrate estimation for people with diabetes using mobile augmented reality. J Diabetes Sci Technol 2015 May;9(3):516-524. [doi: 10.1177/1932296815578880] [Medline: 25883165]
    • (2015) J Diabetes Sci Technol , vol.9 , Issue.3 , pp. 516-524
    • Domhardt, M.1    Tiefengrabner, M.2    Dinic, R.3    Fötschl, U.4    Oostingh, G.J.5    Stütz, T.6
  • 14
    • 84969940564 scopus 로고    scopus 로고
    • DietCam: Multi-view food recognition using a multi-kernel SVM
    • Apr 2
    • He H, Kong F, Tan J. DietCam: multi-view food recognition using a multi-kernel SVM. IEEE J Biomed Health Inform2015 Apr 2:e1. [doi: 10.1109/JBHI.2015.2419251] [Medline: 25850095]
    • (2015) IEEE J Biomed Health Inform , pp. e1
    • He, H.1    Kong, F.2    Tan, J.3
  • 16
    • 84945435686 scopus 로고    scopus 로고
    • Computer vision-based carbohydrate estimation for type 1 patients with diabetes using smartphones
    • May
    • Anthimopoulos M, Dehais J, Shevchik S, Ransford BH, Duke D, Diem P, et al. Computer vision-based carbohydrate estimation for type 1 patients with diabetes using smartphones. J Diabetes Sci Technol 2015 May;9(3):507-515. [doi: 10.1177/1932296815580159] [Medline: 25883163]
    • (2015) J Diabetes Sci Technol , vol.9 , Issue.3 , pp. 507-515
    • Anthimopoulos, M.1    Dehais, J.2    Shevchik, S.3    Ransford, B.H.4    Duke, D.5    Diem, P.6
  • 17
    • 70349101312 scopus 로고    scopus 로고
    • Wearable context-aware food recognition for calorie monitoring
    • 2008 Presented at: ISWC '08 12th IEEE International Symposium on Wearable Computers Sep 28-Oct 1 Pittsburgh, PA
    • Shroff G, Smailagic A, Siewiorek D. Wearable context-aware food recognition for calorie monitoring. In: Proceedings of the 2008 12th IEEE International Symposium on Wearable Computers. 2008 Presented at: ISWC '08 12th IEEE International Symposium on Wearable Computers; Sep 28-Oct 1, 2008; Pittsburgh, PA p. 119-120. [doi: 10.1109/ISWC.2008.4911602]
    • (2008) thIEEEInternational Symposium on Wearable Computers , pp. 119-120
    • Shroff, G.1    Smailagic, A.2    Siewiorek, D.3
  • 18
    • 77951953692 scopus 로고    scopus 로고
    • PFID: Pittsburgh fast-food image dataset
    • 2009 Presented at: ICIP'09 16th IEEE International Conference on Image Processing; Nov 7-10 Cairo, Egypt
    • Chen M, Dhingra K, Wu W, Yang L, Sukthankar R, Yang J. PFID: Pittsburgh fast-food image dataset. In: Proceedings of the 16th IEEE International Conference on Image Processing. 2009 Presented at: ICIP'09 16th IEEE International Conference on Image Processing; Nov 7-10, 2009; Cairo, Egypt p. 289-292. [doi: 10.1109/ICIP.2009.5413511]
    • (2009) thIEEE International Conference on Image Processing , pp. 289-292
    • Chen, M.1    Dhingra, K.2    Wu, W.3    Yang, L.4    Sukthankar, R.5    Yang, J.6
  • 19
    • 70449592227 scopus 로고    scopus 로고
    • Fast food recognition from videos of eating for calorie estimation
    • 2009 Presented at: ICME'09 2009 IEEE International Conference on Multimedia and Expo; Jun 28-Jul 3 New York
    • Wu W, Yang J. Fast food recognition from videos of eating for calorie estimation. In: Proceedings of the 2009 IEEE International Conference on Multimedia and Expo. 2009 Presented at: ICME'09 2009 IEEE International Conference on Multimedia and Expo; Jun 28-Jul 3, 2009; New York p. 1210-1213. [doi: 10.1109/ICME.2009.5202718]
    • (2009) Proceedings of the 2009 IEEE International Conference on Multimedia and Expo , pp. 1210-1213
    • Wu, W.1    Yang, J.2
  • 20
    • 77954797837 scopus 로고    scopus 로고
    • The use of mobile devices in aiding dietary assessment and evaluation
    • Aug
    • Zhu F, Bosch M, Woo I, Kim S, Boushey CJ, Ebert DS, et al. The use of mobile devices in aiding dietary assessment and evaluation. IEEE J Sel Top Signal Process 2010 Aug;4(4):756-766 [FREE Full text] [doi: 10.1109/JSTSP.2010.2051471] [Medline: 20862266]
    • (2010) IEEE J Sel Top Signal Process , vol.4 , Issue.4 , pp. 756-766
    • Zhu, F.1    Bosch, M.2    Woo, I.3    Kim, S.4    Boushey, C.J.5    Ebert, D.S.6
  • 21
    • 77951200029 scopus 로고    scopus 로고
    • Recognition and volume estimation of food intake using a mobile device
    • 2009 Workshop on. 2009 Presented at: Workshop on Applications of Computer Vision (WACV); Dec 7-8 Snowbird, UT
    • Puri M, Zhu Z, Yu Q, Divakaran A, Sawhney H. Recognition and volume estimation of food intake using a mobile device. In: Applications of Computer Vision (WACV), 2009 Workshop on. 2009 Presented at: Workshop on Applications of Computer Vision (WACV); Dec 7-8, 2009; Snowbird, UT p. 1-8. [doi: 10.1109/WACV.2009.5403087]
    • (2009) Applications of Computer Vision (WACV) , pp. 1-8
    • Puri, M.1    Zhu, Z.2    Yu, Q.3    Divakaran, A.4    Sawhney, H.5
  • 22
    • 84944706178 scopus 로고    scopus 로고
    • Dish detection and segmentation for dietary assessment on smartphones
    • 2015 Sep Presented at: ICIAP 2015 International Workshops; Sep 7-8 Genoa, Italy
    • Dehais J, Anthimopoulos M, Mougiakakou S. Dish detection and segmentation for dietary assessment on smartphones. In: New Trends in Image Analysis and Processing-ICIAP 2015 Workshops. 2015 Sep Presented at: ICIAP 2015 International Workshops; Sep 7-8, 2015; Genoa, Italy p. 433-440. [doi: 10.1007/978-3-319-23222-5-53]
    • (2015) New Trends in Image Analysis and Processing-ICIAP 2015 Workshops , pp. 433-440
    • Dehais, J.1    Anthimopoulos, M.2    Mougiakakou, S.3
  • 23
    • 84894186447 scopus 로고    scopus 로고
    • Segmentation and recognition of multi-food meal images for carbohydrate counting
    • IEEE13th International Conference on 2013
    • Anthimopoulos M, Dehais J, Diem P, Mougiakakou S. Segmentation and recognition of multi-food meal images for carbohydrate counting. In: Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on. 2013
    • (2013) Bioinformatics and Bioengineering (BIBE)
    • Anthimopoulos, M.1    Dehais, J.2    Diem, P.3    Mougiakakou, S.4
  • 24
    • 84894186447 scopus 로고    scopus 로고
    • Chania
    • IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE); Nov 10-13
    • Presented at: IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE); Nov 10-13, 2013; Chania, Greece. [doi: 10.1109/BIBE.2013.6701608]
    • (2013) Greece
  • 25
    • 84894224507 scopus 로고    scopus 로고
    • Food volume computation for self dietary assessment applications
    • th International Conference on. 2013 Presented at: IEEE 13thInternational Conference on Bioinformatics and Bioengineering (BIBE); Nov 10-13 Chania, Greece
    • Dehais J, Shevchik S, Diem P, Mougiakakou S. Food volume computation for self dietary assessment applications. In: Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on. 2013 Presented at: IEEE 13thInternational Conference on Bioinformatics and Bioengineering (BIBE); Nov 10-13, 2013; Chania, Greece p. 1. [doi: 10.1109/BIBE.2013.6701615]
    • (2013) Bioinformatics and Bioengineering (BIBE) , pp. 1
    • Dehais, J.1    Shevchik, S.2    Diem, P.3    Mougiakakou, S.4
  • 26
    • 84973449691 scopus 로고    scopus 로고
    • USDA. 2015. USDA National Nutrient Database for Standard Reference
    • USDA. 2015. USDA National Nutrient Database for Standard Reference URL: https://ndb.nal.usda.gov/ [accessed 2016-04-26] [WebCite Cache ID 6h3UW61MR]
  • 27
    • 84907095419 scopus 로고    scopus 로고
    • R Core Team. R: A Language and Environment for Statistical Computing
    • Vienna, Austria
    • R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2014. URL: http://www.R-project.org/ [accessed 2016-04-26] [WebCite Cache ID 6h3VkiJ6p]
    • (2014) R Foundation for Statistical Computing
  • 28
    • 84900319944 scopus 로고    scopus 로고
    • Search of a few good apps
    • May14
    • Powell AC, Landman AB, Bates DW. In search of a few good apps. JAMA 2014 May 14;311(18):1851-1852. [doi: 10.1001/jama.2014.2564] [Medline: 24664278]
    • (2014) JAMA , vol.311 , Issue.18 , pp. 1851-1852
    • Powell, A.C.1    Landman, A.B.2    Bates, D.W.3
  • 29
    • 84871186234 scopus 로고    scopus 로고
    • Mobile Medical Applications Rockville, MD US Department of Health and Human Services Food and Drug Administration Feb 09
    • Mobile Medical Applications: Guidance for Industry and Food and Drug Administration Staff. Rockville, MD: US Department of Health and Human Services Food and Drug Administration; 2015 Feb 09. URL: http://www.fda.gov/downloads/ MedicalDevices/DeviceRegulationandGuidance/GuidanceDocuments/UCM263366.pdf [accessed 2016-04-26] [WebCite Cache ID 6h3VzfTIM]
    • (2015) Applications: Guidance for Industry and Food and Drug Administration Staff
  • 30
    • 84867992922 scopus 로고    scopus 로고
    • Randomized nutrition education intervention to improve carbohydrate counting in adolescents with type 1 diabetes study: Is more intensive education needed?
    • Nov
    • Spiegel G, Bortsov A, Bishop FK, Owen D, Klingensmith GJ, Mayer-Davis EJ, et al. Randomized nutrition education intervention to improve carbohydrate counting in adolescents with type 1 diabetes study: is more intensive education needed? J Acad Nutr Diet 2012 Nov;112(11):1736-1746 [FREE Full text] [doi: 10.1016/j.jand.2012.06.001] [Medline: 22975086]
    • (2012) J Acad Nutr Diet , vol.112 , Issue.11 , pp. 1736-1746
    • Spiegel, G.1    Bortsov, A.2    Bishop, F.K.3    Owen, D.4    Klingensmith, G.J.5    Mayer-Davis, E.J.6
  • 31
    • 40349108600 scopus 로고    scopus 로고
    • Nutrition recommendations and interventions for diabetes: A position statement of the American Diabetes Association
    • AssociationAmerican Diabetes Jan;31
    • AssociationAmerican Diabetes BantleJ.P. Wylie-RosettJ. AlbrightA.L. ApovianC.M. ClarkN.G. et alNutrition recommendations and interventions for diabetes: A position statement of the American Diabetes AssociationDiabetes Care2008Jan;31Suppl1S61-S7810.2337/dc08-S061
    • (2008) Diabetes Care , pp. S61-S78
    • Bantle, J.P.1    Wylie-Rosett, J.2    Albright, A.L.3    Apovian, C.M.4    Clark, N.G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.