WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE:
RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING

J 2023

WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING

KOVÁČOVÁ, Veronika; Martin ČUTA; Mikoláš JURDA; Vendula BEZDĚKOVÁ; Dominik ČERNÝ et. al.

Základní údaje

Originální název

WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING

Autoři

KOVÁČOVÁ, Veronika (703 Slovensko, domácí); Martin ČUTA (203 Česká republika, domácí); Mikoláš JURDA (203 Česká republika, domácí); Vendula BEZDĚKOVÁ (203 Česká republika, domácí); Dominik ČERNÝ (203 Česká republika, domácí); Marie JANDOVÁ (203 Česká republika, domácí) a Petra URBANOVÁ (203 Česká republika, garant, domácí)

Vydání

Anthropologie, Brno, Moravian Museum - Anthropos Institute, 2023, 0323-1119

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

10700 1.7 Other natural sciences

Stát vydavatele

Česká republika

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 0.200

Kód RIV

RIV/00216224:14310/23:00130601

Organizační jednotka

Přírodovědecká fakulta

DOI

http://dx.doi.org/10.26720/anthro.anthro.23.03.02.1

UT WoS

001054096900001

EID Scopus

2-s2.0-85178447385

Klíčová slova anglicky

Whole-body magnetic resonance imaging; Internal adipose tissue; Subcutaneous adipose tissue; Fat segmentation; Participant positioning

Štítky

rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 16. 2. 2024 09:40, Mgr. Marie Novosadová Šípková, DiS.

Anotace

V originále

Detailed knowledge of the body composition, especially the amount and distribution of adipose tissue, is critical for cardiovascular and metabolic diseases risk management. Magnetic resonance imaging allows detailed localization and quantification of adipose tissue. From the available protocols, full-body scanning provides the most accurate and complex information. It is, however, also a challenging one. The extent of the entire body and the huge amount of data place high demands on scanning devices and data processing. At the same time, the automated algorithms struggle with the different body types and body compositions. In this study, a protocol for whole-body MRI-based adipose tissue assessment is provided. We hypothesize that the proposed positioning and fixation of the subject and the use of an adaptive data processing workflow will allow effective whole-body data acquisition that is beneficial for both the subject and the examiner. A pilot sample of 11 individuals was scanned on a 3T Siemens Magnetom Prisma device. First, a novel scanning protocol for whole-body scanning was proposed with an emphasis on proper participant positioning. Its greatest benefit lies in adding the system of fillers, pads, barriers, and harnessing providing fixation of the participant for greater comfort and ensuring that the largest possible body volume fits to the Field of View (FOV). Moreover, better feasibility of data processing was ensured due to the provided distancing of body parts. Subsequently, an adaptable, user-friendly, and reliable processing workflow combining automatic compilation of data processing steps with manual adjustments, allowing for detailed whole-body adipose tissue segmentation, was proposed in Avizo software.

Návaznosti

MUNI/A/1434/2022, interní kód MU

Název: Vztah morfologie měkkých a tvrdých tkání lidského těla a externích faktorů prostředí

Investor: Masarykova univerzita, Vztah morfologie měkkých a tvrdých tkání lidského těla a externích faktorů prostředí

VI04000019, projekt VaV

Název: A.D.A.P.T. – Antropologická DAtabáze Proporcí Těla (Akronym: A.D.A.P.T.)

Investor: Ministerstvo vnitra ČR, A.D.A.P.T. – Antropologická DAtabáze Proporcí Těla

Citovat

KOVÁČOVÁ, Veronika; Martin ČUTA; Mikoláš JURDA; Vendula BEZDĚKOVÁ; Dominik ČERNÝ; Marie JANDOVÁ a Petra URBANOVÁ. WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING. Anthropologie. Brno: Moravian Museum - Anthropos Institute, 2023, roč. 61, č. 1, s. 109-117. ISSN 0323-1119. Dostupné z: https://dx.doi.org/10.26720/anthro.anthro.23.03.02.1.

@article{2275830,
   author = {Kováčová, Veronika and Čuta, Martin and Jurda, Mikoláš and Bezděková, Vendula and Černý, Dominik and Jandová, Marie and Urbanová, Petra},
   article_location = {Brno},
   article_number = {1},
   doi = {http://dx.doi.org/10.26720/anthro.anthro.23.03.02.1},
   keywords = {Whole-body magnetic resonance imaging; Internal adipose tissue; Subcutaneous adipose tissue; Fat segmentation; Participant positioning},
   language = {eng},
   issn = {0323-1119},
   journal = {Anthropologie},
   title = {WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING},
   url = {http://puvodni.mzm.cz/Anthropologie/article.php?ID=2385},
   volume = {61},
   year = {2023}
}

TY  - JOUR
ID  - 2275830
AU  - Kováčová, Veronika - Čuta, Martin - Jurda, Mikoláš - Bezděková, Vendula - Černý, Dominik - Jandová, Marie - Urbanová, Petra
PY  - 2023
TI  - WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING
JF  - Anthropologie
VL  - 61
IS  - 1
SP  - 109-117
EP  - 109-117
PB  - Moravian Museum - Anthropos Institute
SN  - 03231119
KW  - Whole-body magnetic resonance imaging
KW  - Internal adipose tissue
KW  - Subcutaneous adipose tissue
KW  - Fat segmentation
KW  - Participant positioning
UR  - http://puvodni.mzm.cz/Anthropologie/article.php?ID=2385
N2  - Detailed knowledge of the body composition, especially the amount and distribution of adipose tissue, is critical for cardiovascular and metabolic diseases risk management. Magnetic resonance imaging allows detailed localization and quantification of adipose tissue. From the available protocols, full-body scanning provides the most accurate and complex information. It is, however, also a challenging one. The extent of the entire body and the huge amount of data place high demands on scanning devices and data processing. At the same time, the automated algorithms struggle with the different body types and body compositions. In this study, a protocol for whole-body MRI-based adipose tissue assessment is provided. We hypothesize that the proposed positioning and fixation of the subject and the use of an adaptive data processing workflow will allow effective whole-body data acquisition that is beneficial for both the subject and the examiner. A pilot sample of 11 individuals was scanned on a 3T Siemens Magnetom Prisma device. First, a novel scanning protocol for whole-body scanning was proposed with an emphasis on proper participant positioning. Its greatest benefit lies in adding the system of fillers, pads, barriers, and harnessing providing fixation of the participant for greater comfort and ensuring that the largest possible body volume fits to the Field of View (FOV). Moreover, better feasibility of data processing was ensured due to the provided distancing of body parts. Subsequently, an adaptable, user-friendly, and reliable processing workflow combining automatic compilation of data processing steps with manual adjustments, allowing for detailed whole-body adipose tissue segmentation, was proposed in Avizo software.
ER  -

KOVÁČOVÁ, Veronika; Martin ČUTA; Mikoláš JURDA; Vendula BEZDĚKOVÁ; Dominik ČERNÝ; Marie JANDOVÁ a Petra URBANOVÁ. WHOLE-BODY MRI-BASED ASSESSMENT OF ADIPOSE TISSUE: RECOMMENDATIONS FOR DATA ACQUISITION AND PROCESSING. \textit{Anthropologie}. Brno: Moravian Museum - Anthropos Institute, 2023, roč.~61, č.~1, s.~109-117. ISSN~0323-1119. Dostupné z: https://dx.doi.org/10.26720/anthro.anthro.23.03.02.1.

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