Machine learning–based radiomics for histological classification of parotid tumors using morphological MRI: A comparative study

Z He, Y Mao, S Lu, L Tan, J Xiao, P Tan, H Zhang… - European …, 2022 - Springer
Objectives To evaluate the effectiveness of machine learning models based on
morphological magnetic resonance imaging (MRI) radiomics in the classification of parotid …

The value of multiparametric magnetic resonance imaging in the preoperative differential diagnosis of parotid gland tumors

S Stoia, M Lenghel, C Dinu, T Tamaș, S Bran… - Cancers, 2023 - mdpi.com
Simple Summary An accurate preoperative diagnosis of parotid gland tumors is of
paramount importance in selecting the surgical strategy. The aim of the study was to …

Multiphasic CT-based radiomics analysis for the differentiation of benign and malignant parotid tumors

Q Yu, A Wang, J Gu, Q Li, Y Ning, J Peng, F Lv… - Frontiers in …, 2022 - frontiersin.org
Objective This study aims to investigate the value of machine learning models based on
clinical-radiological features and multiphasic CT radiomics features in the differentiation of …

An anatomy-aware framework for automatic segmentation of parotid tumor from multimodal MRI

Y Gao, Y Dai, F Liu, W Chen, L Shi - Computers in Biology and Medicine, 2023 - Elsevier
Abstract Magnetic Resonance Imaging (MRI) plays an important role in diagnosing the
parotid tumor, where accurate segmentation of tumors is highly desired for determining …

Clinicopathological features of incidental parotid lesions

H Al-Balas, ZA Metwalli, S Eberson, DM Sada - Head & Face Medicine, 2021 - Springer
Background The purpose of this study is to determine the histopathological spectrum and
risk of primary malignancy of asymptomatic parotid lesions incidentally discovered on cross …

Prevalence and clinical implications of incidentally detected parotid lesions as blind spot on brain MRI: a single-center experience

IC Nam, HJ Baek, KH Ryu, JI Moon, E Cho, HJ An… - Medicina, 2021 - mdpi.com
Background and objective: This study was conducted to assess the prevalence and clinical
implications of parotid lesions detected incidentally during brain magnetic resonance …

B1 Power Modification for Amide Proton Transfer Imaging in Parotid Glands: A Strategy for Image Quality Accommodation and Evaluation of Tumor Detection …

X Wu, T Su, Y Chen, Z Xu, X Wang, G Hu, Y Wang… - Cancers, 2024 - mdpi.com
Simple Summary Amide proton transfer weighted (APTw) imaging is a contrast-free
molecular imaging method based on the chemical exchange saturation transfer (CEST) …

Radiomic Features Associated with Lymphoma Development in the Parotid Glands of Patients with Primary Sjögren's Syndrome

DD Muntean, LM Lenghel, PA Ștefan, D Fodor… - Cancers, 2023 - mdpi.com
Simple Summary Patients diagnosed with primary Sjögren's syndrome are characterized by
an increased accumulation of mucosa-associated lymphoid tissue in the salivary and …

Factors Associated With Postoperative Complications in Patients Who Underwent Parotidectomy: A Retrospective Study

S Alqaryan, F Aldokhayel, M Alotaibi… - Ear, Nose & Throat …, 2024 - journals.sagepub.com
Objectives: This study aimed to determine the prevalence of complications after
parotidectomy and identify factors associated with these complications. Methods: Data from …

[HTML][HTML] Efficacy of the systemic immune inflammation index in malignant and benign parotid neoplasms

A Sahin, A Kars, K Kilic, HB Ucar, MS Sakat - Cureus, 2022 - ncbi.nlm.nih.gov
Objective Several studies have looked at systemic immune-inflammation index
(SII)(neutrophil x platelet x lymphocyte) values, which have been shown to be useful in …