Tracking of nutritional intake using artificial intelligence

Marko Petkovic; Joyce Maas; Milan Petkovic

doi:10.3233/SHTI230340

Tracking of nutritional intake using artificial intelligence

Marko Petkovic^*
, Joyce Maas
, Milan Petkovic

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

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Abstract

In this short communication paper, we present the results we achieved for automated calorie intake measurement for patients with obesity or eating disorders. We demonstrate feasibility of applying deep learning based image analysis to a single picture of a food dish to recognize food types and make a volume estimation.

Original language	English
Title of host publication	Caring is sharing
Subtitle of host publication	exploiting the value in data for health and innovation
Editors	Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld, Parisis Gallos
Publisher	IOS Press
Pages	1033-1034
Number of pages	2
Volume	302
ISBN (Electronic)	978-1-64368-389-8
ISBN (Print)	978-1-64368-388-1
DOIs	https://doi.org/10.3233/SHTI230340
Publication status	Published - May 2023
Externally published	Yes
Event	Medical Informatics Europe Conference: Caring is Sharing – Exploiting Value in Data for Health and Innovation - Gothenburg, Sweden Duration: 22 May 2023 → 25 May 2023 Conference number: 33

Publication series

Name	Studies in health technology and informatics
Publisher	IOS Press

Conference

Conference	Medical Informatics Europe Conference
Abbreviated title	MIE2023
Country/Territory	Sweden
City	Gothenburg
Period	22/05/23 → 25/05/23

Keywords

nutrition measurement
deep learning
eating disorders

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10.3233/SHTI230340Licence: CC BY-NC

Tracking of Nutritional Intake Using Artificial IntelligenceFinal published version, 119 KBLicence: CC BY-NC

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Petkovic, M., Maas, J., & Petkovic, M. (2023). Tracking of nutritional intake using artificial intelligence. In M. Hägglund, M. Blusi, S. Bonacina, L. Nilsson, I. Cort Madsen, S. Pelayo, A. Moen, A. Benis, L. Lindsköld, & P. Gallos (Eds.), Caring is sharing: exploiting the value in data for health and innovation (Vol. 302, pp. 1033-1034). (Studies in health technology and informatics). IOS Press. https://doi.org/10.3233/SHTI230340

Petkovic, Marko ; Maas, Joyce ; Petkovic, Milan. / Tracking of nutritional intake using artificial intelligence. Caring is sharing: exploiting the value in data for health and innovation. editor / Maria Hägglund ; Madeleine Blusi ; Stefano Bonacina ; Lina Nilsson ; Inge Cort Madsen ; Sylvia Pelayo ; Anne Moen ; Arriel Benis ; Lars Lindsköld ; Parisis Gallos. Vol. 302 IOS Press, 2023. pp. 1033-1034 (Studies in health technology and informatics).

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title = "Tracking of nutritional intake using artificial intelligence",

abstract = "In this short communication paper, we present the results we achieved for automated calorie intake measurement for patients with obesity or eating disorders. We demonstrate feasibility of applying deep learning based image analysis to a single picture of a food dish to recognize food types and make a volume estimation. ",

keywords = "nutrition measurement, deep learning, eating disorders",

author = "Marko Petkovic and Joyce Maas and Milan Petkovic",

year = "2023",

month = may,

doi = "10.3233/SHTI230340",

language = "English",

isbn = "978-1-64368-388-1",

volume = "302",

series = "Studies in health technology and informatics",

publisher = "IOS Press",

pages = "1033--1034",

editor = "Maria H{\"a}gglund and Madeleine Blusi and Stefano Bonacina and Lina Nilsson and \{Cort Madsen\}, Inge and Sylvia Pelayo and Anne Moen and Arriel Benis and Lars Lindsk{\"o}ld and Parisis Gallos",

booktitle = "Caring is sharing",

address = "Netherlands",

note = "Medical Informatics Europe Conference : Caring is Sharing – Exploiting Value in Data for Health and Innovation, MIE2023 ; Conference date: 22-05-2023 Through 25-05-2023",

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Petkovic, M, Maas, J & Petkovic, M 2023, Tracking of nutritional intake using artificial intelligence. in M Hägglund, M Blusi, S Bonacina, L Nilsson, I Cort Madsen, S Pelayo, A Moen, A Benis, L Lindsköld & P Gallos (eds), Caring is sharing: exploiting the value in data for health and innovation. vol. 302, Studies in health technology and informatics, IOS Press, pp. 1033-1034, Medical Informatics Europe Conference, Gothenburg, Sweden, 22/05/23. https://doi.org/10.3233/SHTI230340

Tracking of nutritional intake using artificial intelligence. / Petkovic, Marko; Maas, Joyce; Petkovic, Milan.
Caring is sharing: exploiting the value in data for health and innovation. ed. / Maria Hägglund; Madeleine Blusi; Stefano Bonacina; Lina Nilsson; Inge Cort Madsen; Sylvia Pelayo; Anne Moen; Arriel Benis; Lars Lindsköld; Parisis Gallos. Vol. 302 IOS Press, 2023. p. 1033-1034 (Studies in health technology and informatics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

TY - CHAP

T1 - Tracking of nutritional intake using artificial intelligence

AU - Petkovic, Marko

AU - Maas, Joyce

AU - Petkovic, Milan

N1 - Conference code: 33

PY - 2023/5

Y1 - 2023/5

N2 - In this short communication paper, we present the results we achieved for automated calorie intake measurement for patients with obesity or eating disorders. We demonstrate feasibility of applying deep learning based image analysis to a single picture of a food dish to recognize food types and make a volume estimation.

AB - In this short communication paper, we present the results we achieved for automated calorie intake measurement for patients with obesity or eating disorders. We demonstrate feasibility of applying deep learning based image analysis to a single picture of a food dish to recognize food types and make a volume estimation.

KW - nutrition measurement

KW - deep learning

KW - eating disorders

U2 - 10.3233/SHTI230340

DO - 10.3233/SHTI230340

M3 - Chapter

C2 - 37203575

SN - 978-1-64368-388-1

VL - 302

T3 - Studies in health technology and informatics

SP - 1033

EP - 1034

BT - Caring is sharing

A2 - Hägglund, Maria

A2 - Blusi, Madeleine

A2 - Bonacina, Stefano

A2 - Nilsson, Lina

A2 - Cort Madsen, Inge

A2 - Pelayo, Sylvia

A2 - Moen, Anne

A2 - Benis, Arriel

A2 - Lindsköld, Lars

A2 - Gallos, Parisis

PB - IOS Press

T2 - Medical Informatics Europe Conference

Y2 - 22 May 2023 through 25 May 2023

ER -

Petkovic M, Maas J, Petkovic M. Tracking of nutritional intake using artificial intelligence. In Hägglund M, Blusi M, Bonacina S, Nilsson L, Cort Madsen I, Pelayo S, Moen A, Benis A, Lindsköld L, Gallos P, editors, Caring is sharing: exploiting the value in data for health and innovation. Vol. 302. IOS Press. 2023. p. 1033-1034. (Studies in health technology and informatics). doi: 10.3233/SHTI230340

Tracking of nutritional intake using artificial intelligence

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