Improving diagnosing performance for malignant parotid gland tumors using machine learning with multifeatures based on diffusion‐weighted magnetic resonance imaging-Reference-Cited by-同舟云学术

Improving diagnosing performance for malignant parotid gland tumors using machine learning with multifeatures based on diffusion‐weighted magnetic resonance imaging

Published:2021-11-05 Issue:3 Volume:35 Page:
ISSN:0952-3480
Container-title:NMR in Biomedicine
language:en
Short-container-title:NMR in Biomedicine

Author:

Juan Chun‐Jung¹²³⁴^ORCID,Huang Teng‐Yi⁵,Liu Yi‐Jui⁶^ORCID,Shen Wu‐Chung³⁴,Wang Chih‐Wei⁷,Hsu Kang⁸,Shin Nieh⁹,Chang Ruey‐Feng¹

Affiliation:

1. Department of Computer Science and Information Engineering National Taiwan University Taipei Taiwan Republic of China

2. Department of Medical Imaging China Medical University Hsinchu Hospital Hsinchu Taiwan Republic of China

3. Department of Radiology, School of Medicine China Medical University Taichung Taiwan Republic of China

4. Department of Medical Imaging China Medical University Hospital Taichung Taiwan Republic of China

5. Department of Electrical Engineering National Taiwan University of Science and Technology Taipei Taiwan Republic of China

6. Department of Automatic Control Engineering Feng Chia University Taichung Taiwan Republic of China

7. Department of Radiology Tri‐Service General Hospital and National Defense Medical Center Taipei Taiwan Republic of China

8. Department of Dentistry Tri‐Service General Hospital Taipei Taiwan Republic of China

9. Department of Pathology and Graduate Institute of Pathology and Parasitology National Defense Medical Center Taipei Taiwan Republic of China

Funder

Ministry of Science and Technology, Taiwan

Publisher

Wiley

Subject

Spectroscopy,Radiology, Nuclear Medicine and imaging,Molecular Medicine

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/nbm.4642

Reference25 articles.

1. Correlation between apparent diffusion coefficient (ADC) and cellularity is different in several tumors: a meta-analysis

2. Head and Neck Lesions: Characterization with Diffusion-weighted Echo-planar MR Imaging

3. Apparent Diffusion Coefficient Mapping for Sinonasal Diseases: Differentiation of Benign and Malignant Lesions

4. Head and Neck Tumors: Amide Proton Transfer MRI

5. Value of Diffusion-Weighted Imaging Combined with Susceptibility-Weighted Imaging in Differentiating Benign from Malignant Parotid Gland Lesions

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1. Performance of radiomics in the differential diagnosis of parotid tumors: a systematic review;Frontiers in Oncology;2024-07-25

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3. Current status of diffusion-weighted imaging in differentiating parotid tumors;Auris Nasus Larynx;2023-04