Artificial intelligence and deep learning of head and neck cancer

AAKA Razek, R Khaled, E Helmy… - Magnetic …, 2022 - mri.theclinics.com
Imaging has an essential role in the diagnosis, staging, and management of head and neck
cancer (HNC). Conventional computed tomography (CT) and magnetic resonance imaging …

The role of CT texture analysis in predicting the clinical outcomes of acute ischemic stroke patients undergoing mechanical thrombectomy

O Sarioglu, FC Sarioglu, AE Capar, DFB Sokmez… - European …, 2021 - Springer
Objectives To evaluate the performance of CT-based texture analysis (TA) for predicting
clinical outcomes of mechanical thrombectomy (MT) in acute ischemic stroke (AIS). Methods …

Clot-based radiomics features predict first pass effect in acute ischemic stroke

O Sarioglu, FC Sarioglu, AE Capar… - Interventional …, 2022 - journals.sagepub.com
Purpose Our aim was to evaluate the performance of clot-based radiomics features (RFs) for
predicting first pass effect (FPE) in patients with acute ischemic stroke (AIS). The secondary …

The role of MRI-based texture analysis to predict the severity of brain injury in neonates with perinatal asphyxia

FC Sarioglu, O Sarioglu, H Guleryuz… - The British Journal of …, 2022 - academic.oup.com
Objective: To evaluate the efficacy of the MRI-based texture analysis (TA) of the basal
ganglia and thalami to distinguish moderate-to-severe hypoxic-ischemic encephalopathy …

Advancing Pediatric Sarcomas through Radiomics: A Systematic Review and Prospective Assessment Using Radiomics Quality Score (RQS) and Methodological …

G Aghakhanyan, T Filidei, M Febi, SC Fanni… - Diagnostics, 2024 - mdpi.com
Pediatric sarcomas, rare malignancies of mesenchymal origin, pose diagnostic and
therapeutic challenges. In this review, we explore the role of radiomics in reshaping our …

Development and validation of CT‐based radiomics nomogram for the classification of benign parotid gland tumors

M Zheng, Q Chen, Y Ge, L Yang, Y Tian, C Liu… - Medical …, 2023 - Wiley Online Library
Purpose Accurate preoperative diagnosis of parotid tumor is essential for the formulation of
optimal individualized surgical plans. The study aims to investigate the diagnostic …

Radiomics for everyone: a new tool simplifies creating parametric maps for the visualization and quantification of radiomics features

D Kim, LJ Jensen, T Elgeti, IG Steffen, B Hamm… - Tomography, 2021 - mdpi.com
Aim was to develop a user-friendly method for creating parametric maps that would provide
a comprehensible visualization and allow immediate quantification of radiomics features …

Whole-brain traumatic controlled cortical impact to the left frontal lobe: Magnetic resonance image-based texture analysis

ST Alanezi, WM Almutairi, M Cronin… - … of Neuropathology & …, 2024 - academic.oup.com
This research assesses the capability of texture analysis (TA) derived from high-resolution
(HR) T2-weighted magnetic resonance imaging to identify primary sequelae following 1–5 …

MRI-based texture analysis for differentiate between pediatric posterior fossa ependymoma type A and B

Z Cui, G Ren, R Cai, C Wu, HT Shi, X Wang… - European Journal of …, 2022 - Elsevier
Purpose The aim of the study was to evaluate the feasibility of texture analysis in
differentiating between posterior fossa ependymoma type A (PF-EPN-A) and type B (PF …

Arterial Spin-Labeling in the Assessment of Pediatric Nontraumatic Orbital Lesions

S Neumane, A Lesage… - American Journal …, 2023 - Am Soc Neuroradiology
Benign and malignant pediatric orbital lesions can sometimes have overlapping features on
conventional MR imaging sequences. MR imaging of 27 children was retrospectively …