Nasopharyngeal carcinoma: an evolving paradigm

KCW Wong, EP Hui, KW Lo, WKJ Lam… - Nature reviews Clinical …, 2021 - nature.com
The past three decades have borne witness to many advances in the understanding of the
molecular biology and treatment of nasopharyngeal carcinoma (NPC), an Epstein–Barr virus …

Artificial intelligence for assisting cancer diagnosis and treatment in the era of precision medicine

ZH Chen, L Lin, CF Wu, CF Li, RH Xu… - Cancer …, 2021 - Wiley Online Library
Over the past decade, artificial intelligence (AI) has contributed substantially to the resolution
of various medical problems, including cancer. Deep learning (DL), a subfield of AI, is …

Artificial intelligence-assisted selection and efficacy prediction of antineoplastic strategies for precision cancer therapy

ZHE Zhang, X Wei - Seminars in Cancer Biology, 2023 - Elsevier
The rapid development of artificial intelligence (AI) technologies in the context of the vast
amount of collectable data obtained from high-throughput sequencing has led to an …

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 …

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 …

Deep learning for fully automated prediction of overall survival in patients with oropharyngeal cancer using FDG-PET imaging

NM Cheng, J Yao, J Cai, X Ye, S Zhao, K Zhao… - Clinical Cancer …, 2021 - AACR
Purpose: Accurate prognostic stratification of patients with oropharyngeal squamous cell
carcinoma (OPSCC) is crucial. We developed an objective and robust deep learning–based …

Multi-transsp: Multimodal transformer for survival prediction of nasopharyngeal carcinoma patients

H Zheng, Z Lin, Q Zhou, X Peng, J **ao, C Zu… - … Conference on Medical …, 2022 - Springer
Nasopharyngeal carcinoma (NPC) is a malignant tumor that often occurs in Southeast Asia
and southern China. Since there is a need for a more precise personalized therapy plan that …

Prediction of response to induction chemotherapy plus concurrent chemoradiotherapy for nasopharyngeal carcinoma based on MRI radiomics and delta radiomics: a …

Y **, X Ge, H Ji, L Wang, S Duan, H Chen… - Frontiers in …, 2022 - frontiersin.org
Objective We aimed to establish an MRI radiomics model and a Delta radiomics model to
predict tumor retraction after induction chemotherapy (IC) combined with concurrent …

CT-based radiomics analysis in the prediction of response to neoadjuvant chemotherapy in locally advanced gastric cancer: A dual-center study

R Song, Y Cui, J Ren, J Zhang, Z Yang, D Li, Z Li… - Radiotherapy and …, 2022 - Elsevier
Background To investigate the ability of the CT-based radiomics models for pretreatment
prediction of the response to neoadjuvant chemotherapy (NAC) in patients with locally …

Current state of artificial intelligence in clinical applications for head and neck MR imaging

N Fujima, K Kamagata, D Ueda, S Fujita… - … Resonance in Medical …, 2023 - jstage.jst.go.jp
Due primarily to the excellent soft tissue contrast depictions provided by MRI, the
widespread application of head and neck MRI in clinical practice serves to assess various …