The utility of MRI histogram and texture analysis for the prediction of histological diagnosis in head and neck malignancies.

Adult Aged Cytodiagnosis Female Humans Lymphoma / diagnostic imaging Magnetic Resonance Imaging / methods Male Middle Aged Retrospective Studies Squamous Cell Carcinoma of Head and Neck / diagnostic imaging
Differentiation Head and neck squamous cell carcinoma Histogram analysis Histological grade Malignant lymphoma Texture analysis

Journal

Cancer imaging : the official publication of the International Cancer Imaging Society
ISSN: 1470-7330
Titre abrégé: Cancer Imaging
Pays: England
ID NLM: 101172931

Informations de publication

Date de publication:
04 Feb 2019
Historique:
received: 08 05 2018
accepted: 30 01 2019
entrez: 6 2 2019
pubmed: 6 2 2019
medline: 14 3 2019
Statut: epublish

Résumé

To assess the utility of histogram and texture analysis of magnetic resonance (MR) fat-suppressed T2-weighted imaging (Fs-T2WI) for the prediction of histological diagnosis of head and neck squamous cell carcinoma (SCC) and malignant lymphoma (ML). The cases of 57 patients with SCC (45 well/moderately and 12 poorly differentiated SCC) and 10 patients with ML were retrospectively analyzed. Quantitative parameters with histogram features (relative mean signal, coefficient of variation, kurtosis and skewness) and gray-level co-occurrence matrix (GLCM) features (contrast, correlation, energy and homogeneity) were calculated using Fs-T2WI data with a manual tumor region of interest (ROI). The following significantly different values were obtained for the total SCC versus ML groups: relative mean signal (3.65 ± 0.86 vs. 2.61 ± 0.49), contrast (72.9 ± 16.2 vs. 49.3 ± 8.7) and homogeneity (2.22 ± 0.25 × 10 Parameters obtained by histogram and texture analysis of Fs-T2WI may be useful for noninvasive prediction of histological type and grade in head and neck malignancy.

Sections du résumé

BACKGROUND BACKGROUND
To assess the utility of histogram and texture analysis of magnetic resonance (MR) fat-suppressed T2-weighted imaging (Fs-T2WI) for the prediction of histological diagnosis of head and neck squamous cell carcinoma (SCC) and malignant lymphoma (ML).
METHODS METHODS
The cases of 57 patients with SCC (45 well/moderately and 12 poorly differentiated SCC) and 10 patients with ML were retrospectively analyzed. Quantitative parameters with histogram features (relative mean signal, coefficient of variation, kurtosis and skewness) and gray-level co-occurrence matrix (GLCM) features (contrast, correlation, energy and homogeneity) were calculated using Fs-T2WI data with a manual tumor region of interest (ROI).
RESULTS RESULTS
The following significantly different values were obtained for the total SCC versus ML groups: relative mean signal (3.65 ± 0.86 vs. 2.61 ± 0.49), contrast (72.9 ± 16.2 vs. 49.3 ± 8.7) and homogeneity (2.22 ± 0.25 × 10
CONCLUSIONS CONCLUSIONS
Parameters obtained by histogram and texture analysis of Fs-T2WI may be useful for noninvasive prediction of histological type and grade in head and neck malignancy.

Identifiants

DOI: 10.1186/s40644-019-0193-9 PMID: 30717792 PMC: PMC6360729
pubmed: 30717792
doi: 10.1186/s40644-019-0193-9
pii: 10.1186/s40644-019-0193-9
pmc: PMC6360729
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

5

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Auteurs

Noriyuki Fujima (N)

Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo, 0608638, Japan. Noriyuki.Fujima@mb9.seikyou.ne.jp.
ORCID: 0000-0001-9021-347X

Akihiro Homma (A)

Department of Otolaryngology-Head and Neck Surgery, Hokkaido University Graduate School of Medicine, N15 W7, Kita-Ku, Sapporo, 0608638, Japan.

Taisuke Harada (T)

Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo, 0608638, Japan.

Yukie Shimizu (Y)

Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo, 0608638, Japan.

Khin Khin Tha (KK)

Department of Radiation Medicine, Hokkaido University Graduate School of Medicine, N15 W7, Kita-Ku, Sapporo, 0608638, Japan.
The Global Station for Quantum Medical Science and Engineering, Global Institution for collaborative research and education, N15 W8, Kita-Ku, Sapporo, 0608638, Japan.

Satoshi Kano (S)

Department of Otolaryngology-Head and Neck Surgery, Hokkaido University Graduate School of Medicine, N15 W7, Kita-Ku, Sapporo, 0608638, Japan.

Takatsugu Mizumachi (T)

Department of Otolaryngology-Head and Neck Surgery, Hokkaido University Graduate School of Medicine, N15 W7, Kita-Ku, Sapporo, 0608638, Japan.

Ruijiang Li (R)

The Global Station for Quantum Medical Science and Engineering, Global Institution for collaborative research and education, N15 W8, Kita-Ku, Sapporo, 0608638, Japan.
Department of Radiation Oncology, Stanford University, 875 Blake Wilbur Drive, Stanford, 94305-5847, CA, USA.

Kohsuke Kudo (K)

Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital, N14 W5, Kita-Ku, Sapporo, 0608638, Japan.

Hiroki Shirato (H)

Department of Radiation Medicine, Hokkaido University Graduate School of Medicine, N15 W7, Kita-Ku, Sapporo, 0608638, Japan.
The Global Station for Quantum Medical Science and Engineering, Global Institution for collaborative research and education, N15 W8, Kita-Ku, Sapporo, 0608638, Japan.

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questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › The utility of MRI histogram and texture...
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questionsmedicales.fr › Maladies du système immunitaire › Syndromes immunoprolifératifs › Syndromes lymphoprolifératifs › Lymphomes › The utility of MRI histogram and texture...
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