Literature DB >> 34343892

Radiomics and radiogenomics in head and neck squamous cell carcinoma: Potential contribution to patient management and challenges.

Gema Bruixola1, Elena Remacha2, Ana Jiménez-Pastor2, Delfina Dualde3, Alba Viala1, Jose Vicente Montón1, Maider Ibarrola-Villava4, Ángel Alberich-Bayarri5, Andrés Cervantes6.   

Abstract

The application of imaging biomarkers in oncology is still in its infancy, but with the expansion of radiomics and radiogenomics a revolution is expected in this field. This may be of special interest in head and neck cancer, since it can promote precision medicine and personalization of treatment by overcoming several intrinsic obstacles in this pathology. Our goal is to provide the medical oncologist with the basis to approach these disciplines and appreciate their main uses in clinical research and clinical practice in the medium term. Aligned with this objective we analyzed the most relevant studies in the field, also highlighting novel opportunities and current challenges.
Copyright © 2021 The Author(s). Published by Elsevier Ltd.. All rights reserved.

Entities:  

Keywords:  Head and neck cancer; Imaging biomarkers; Machine learning; Molecular subtypes; Prognostic biomarkers; Radiomics

Year:  2021        PMID: 34343892     DOI: 10.1016/j.ctrv.2021.102263

Source DB:  PubMed          Journal:  Cancer Treat Rev        ISSN: 0305-7372            Impact factor:   12.111


  5 in total

1.  Radiomics in Head and Neck Cancers Radiotherapy. Promises and Challenges.

Authors:  Roxana Irina Iancu; A D Zara; C C Mirestean; D P T Iancu
Journal:  Maedica (Bucur)       Date:  2021-09

2.  Transfer learning approach based on computed tomography images for predicting late xerostomia after radiotherapy in patients with oropharyngeal cancer.

Authors:  Annarita Fanizzi; Giovanni Scognamillo; Alessandra Nestola; Santa Bambace; Samantha Bove; Maria Colomba Comes; Cristian Cristofaro; Vittorio Didonna; Alessia Di Rito; Angelo Errico; Loredana Palermo; Pasquale Tamborra; Michele Troiano; Salvatore Parisi; Rossella Villani; Alfredo Zito; Marco Lioce; Raffaella Massafra
Journal:  Front Med (Lausanne)       Date:  2022-09-23

Review 3.  Radiomics in Nasopharyngeal Carcinoma.

Authors:  Wenyue Duan; Bingdi Xiong; Ting Tian; Xinyun Zou; Zhennan He; Ling Zhang
Journal:  Clin Med Insights Oncol       Date:  2022-02-24

4.  Context-Aware Saliency Guided Radiomics: Application to Prediction of Outcome and HPV-Status from Multi-Center PET/CT Images of Head and Neck Cancer.

Authors:  Wenbing Lv; Hui Xu; Xu Han; Hao Zhang; Jianhua Ma; Arman Rahmim; Lijun Lu
Journal:  Cancers (Basel)       Date:  2022-03-25       Impact factor: 6.639

5.  Early Diagnosis of Oral Squamous Cell Carcinoma Based on Histopathological Images Using Deep and Hybrid Learning Approaches.

Authors:  Suliman Mohamed Fati; Ebrahim Mohammed Senan; Yasir Javed
Journal:  Diagnostics (Basel)       Date:  2022-08-05
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.