[HTML][HTML] Application of radiomics and machine learning in head and neck cancers

Z Peng, Y Wang, Y Wang, S Jiang, R Fan… - … journal of biological …, 2021 - ncbi.nlm.nih.gov
With the continuous development of medical image informatics technology, more and more
high-throughput quantitative data could be extracted from digital medical images, which has …

MRI based radiomics in nasopharyngeal cancer: Systematic review and perspectives using radiomic quality score (RQS) assessment

G Spadarella, G Calareso, E Garanzini, L Ugga… - European journal of …, 2021 - Elsevier
Background MRI based radiomics has the potential to better define tumor biology compared
to qualitative MRI assessment and support decisions in patients affected by nasopharyngeal …

Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma

X Zhao, YJ Liang, X Zhang, DX Wen, W Fan… - European journal of …, 2022 - Springer
Purpose How to discriminate different risks of recurrent nasopharyngeal carcinoma (rNPC)
patients and guide individual treatment has become of great importance. This study aimed to …

[HTML][HTML] A comprehensive review on radiomics and deep learning for nasopharyngeal carcinoma imaging

S Li, YQ Deng, ZL Zhu, HL Hua, ZZ Tao - Diagnostics, 2021 - mdpi.com
Nasopharyngeal carcinoma (NPC) is one of the most common malignant tumours of the
head and neck, and improving the efficiency of its diagnosis and treatment strategies is an …

MRI-based radiomics nomogram for predicting temporal lobe injury after radiotherapy in nasopharyngeal carcinoma

J Hou, H Li, B Zeng, P Pang, Z Ai, F Li, Q Lu, X Yu - European Radiology, 2022 - Springer
Objectives To develop and validate a magnetic resonance imaging (MRI)–based radiomics
nomogram model combining radiomic features and clinical factors for the prediction of …

Radiomics and deep learning in nasopharyngeal carcinoma: a review

Z Wang, M Fang, J Zhang, L Tang… - IEEE Reviews in …, 2023 - ieeexplore.ieee.org
Nasopharyngeal carcinoma is a common head and neck malignancy with distinct clinical
management compared to other types of cancer. Precision risk stratification and tailored …

Radiomics in nasopharyngeal carcinoma

W Duan, B Xiong, T Tian, X Zou… - Clinical Medicine …, 2022 - journals.sagepub.com
Nasopharyngeal carcinoma (NPC) is one of the most common head and neck malignancies,
and the primary treatment methods are radiotherapy and chemotherapy. Radiotherapy …

[HTML][HTML] Radiomics applications in head and neck tumor imaging: a narrative review

M Tortora, L Gemini, A Scaravilli, L Ugga… - Cancers, 2023 - mdpi.com
Simple Summary Head and neck tumors (HNTs) are associated with a high mortality due to
their commonly insidious and asymptomatic development. Regarding risk stratification and …

[HTML][HTML] A clinical-radiomics nomogram based on computed tomography for predicting risk of local recurrence after radiotherapy in nasopharyngeal carcinoma

C Zhu, H Huang, X Liu, H Chen, H Jiang, C Liao… - Frontiers in …, 2021 - frontiersin.org
Purpose: We aimed to establish a nomogram model based on computed tomography (CT)
imaging radiomic signature and clinical factors to predict the risk of local recurrence in …

[HTML][HTML] Radiomics for diagnosis and radiotherapy of nasopharyngeal carcinoma

Y Zhang, G Gong, Q Qiu, Y Han, H Lu, Y Yin - Frontiers in Oncology, 2022 - frontiersin.org
Nasopharyngeal carcinoma (NPC) is a malignant tumor of the head and neck. The primary
clinical manifestations are nasal congestion, blood-stained nasal discharge, headache, and …