Radiomics in Head and Neck Cancer Outcome Predictions

Radiomics in Head and Neck Cancer Outcome Predictions

Head and neck cancer has great regional anatomical complexity, as it can develop in different structures, exhibiting diverse tumour manifestations and high intratumoural heterogeneity, which is highly related to resistance to treatment, progression, the appearance of metastases, and tumour recurrenc...

Full description

Bibliographic Details
Main Authors:	Maria Gonçalves, Christina Gsaxner, André Ferreira, Jianning Li, Behrus Puladi, Jens Kleesiek, Jan Egger, Victor Alves
Format:	Article
Language:	English
Published:	MDPI AG 2022-11-01
Series:	Diagnostics
Subjects:	precision medicine head and neck cancer radiomics locoregional recurrences distant metastases overall survival
Online Access:	https://www.mdpi.com/2075-4418/12/11/2733

Similar Items

Treatment outcomes of cetuximab-containing regimen in locoregional recurrent and distant metastatic head and neck squamous cell carcinoma
by: Tien-Hua Chen, et al.
Published: (2022-12-01)

Cleaning radiotherapy contours for radiomics studies, is it worth it? A head and neck cancer study
by: Pierre Fontaine, et al.
Published: (2022-03-01)

A Prospectively Validated Prognostic Model for Patients with Locally Advanced Squamous Cell Carcinoma of the Head and Neck Based on Radiomics of Computed Tomography Images
by: Simon A. Keek, et al.
Published: (2021-06-01)

Nomograms for predicting risk of locoregional recurrence and distant metastases for esophageal cancer patients after radical esophagectomy
by: Wen-Yi Zhang, et al.
Published: (2018-09-01)

A CT-Based Radiomic Signature Can Be Prognostic for 10-Months Overall Survival in Metastatic Tumors Treated with Nivolumab: An Exploratory Study
by: Valentina D. A. Corino, et al.
Published: (2021-05-01)

Radiotherapy—Dose Escalated for Large Volume Primary Tumors—And Cetuximab with or without Induction Chemotherapy for HPV Associated Squamous Cell Carcinoma of the Head and Neck—A Randomized Phase II Trial
by: Claes Mercke, et al.
Published: (2023-04-01)

Association between Preexisting Sleep Disorders and Oncologic Outcome in Patients with Oral Cavity Squamous Cell Carcinoma: A Nationwide Propensity Score—Matched Population-Based Cohort Study
by: Shih-Hao Ou, et al.
Published: (2022-07-01)

A Case Series on Pain Accompanying Photoimmunotherapy for Head and Neck Cancer
by: Yuma Shibutani, et al.
Published: (2023-03-01)

Development and External Validation of a PET Radiomic Model for Prognostication of Head and Neck Cancer
by: Wyanne A. Noortman, et al.
Published: (2023-05-01)

Tumor Biomarkers for the Prediction of Distant Metastasis in Head and Neck Squamous Cell Carcinoma
by: Salvatore Alfieri, et al.
Published: (2020-04-01)

MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures
by: Anna Corti, et al.
Published: (2023-07-01)

Development and validation of survival prognostic models for head and neck cancer patients using machine learning and dosiomics and CT radiomics features: a multicentric study
by: Zahra Mansouri, et al.
Published: (2024-01-01)

Radiomics Applications in Head and Neck Tumor Imaging: A Narrative Review
by: Mario Tortora, et al.
Published: (2023-02-01)

Neck Lymph Node Recurrence in HNC Patients Might Be Predicted before Radiotherapy Using Radiomics Extracted from CT Images and XGBoost Algorithm
by: Yi-Lun Tsai, et al.
Published: (2022-08-01)

Prognostic Value of C-Reactive Protein-to-Albumin Ratio in Head and Neck Cancer: A Meta-Analysis
by: Chih-Wei Luan, et al.
Published: (2021-02-01)

Molecular risk factors for locoregional recurrence in resected non‐small cell lung cancer
by: Wei Guo, et al.
Published: (2023-07-01)

Longitudinal and Multimodal Radiomics Models for Head and Neck Cancer Outcome Prediction
by: Sebastian Starke, et al.
Published: (2023-01-01)

Diagnostic Utility of Radiomics in Thyroid and Head and Neck Cancers
by: Maryam Gul, et al.
Published: (2021-07-01)

An overall survival predictive nomogram to identify high-risk patients among locoregionally advanced nasopharyngeal carcinoma: Developed based on the SEER database and validated institutionally
by: Yinbing Lin, et al.
Published: (2023-03-01)

Metastasis pattern and prognosis in children with neuroblastoma
by: Shan Liu, et al.
Published: (2023-04-01)

Loco-regional recurrence trend and prognosis in young women with breast cancer according to molecular subtypes: analysis of 1099 cases
by: Yang Li, et al.
Published: (2021-04-01)

A Nomogram for the Prediction of Prognosis in Patients With Distant Metastases of Nasopharyngeal Carcinoma
by: Liang Zhao, et al.
Published: (2019-04-01)

Quantitative ultrasound radiomics in predicting recurrence for patients with node‐positive head‐neck squamous cell carcinoma treated with radical radiotherapy
by: Archya Dasgupta, et al.
Published: (2021-04-01)

Machine Learning Incorporating Host Factors for Predicting Survival in Head and Neck Squamous Cell Carcinoma Patients
by: Han Yu, et al.
Published: (2021-09-01)

Different inflammatory blood markers correlate with specific outcomes in incident HPV-negative head and neck squamous cell carcinoma: a retrospective cohort study
by: Paolo Boscolo-Rizzo, et al.
Published: (2022-03-01)

Prediction of Locoregional Recurrence-Free Survival of Oesophageal Squamous Cell Carcinoma After Chemoradiotherapy Based on an Enhanced CT-Based Radiomics Model
by: Jie Kong, et al.
Published: (2021-09-01)

Oligometastatic Head and Neck Cancer: Challenges and Perspectives
by: Houda Bahig, et al.
Published: (2022-08-01)

Clinical significance of FAT1 gene mutation and mRNA expression in patients with head and neck squamous cell carcinoma
by: Su Il Kim, et al.
Published: (2022-04-01)

Radiomics and Machine Learning for Radiotherapy in Head and Neck Cancers
by: Paul Giraud, et al.
Published: (2019-03-01)

A Potential Radiomics–Clinical Model for Predicting Failure of Lymph Node Control after Definite Radiotherapy in Locally Advanced Head and Neck Cancer
by: Seunghak Lee, et al.
Published: (2024-01-01)

Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization
by: Amal Joseph Varghese, et al.
Published: (2023-04-01)

Targeting Treatment Resistance in Head and Neck Squamous Cell Carcinoma – Proof of Concept for CT Radiomics-Based Identification of Resistant Sub-Volumes
by: Marta Bogowicz, et al.
Published: (2021-05-01)

A Radiomics Approach to Identify Immunologically Active Tumor in Patients with Head and Neck Squamous Cell Carcinomas
by: Tan Mai Nguyen, et al.
Published: (2023-11-01)

Complementary Value of Intra- and Peri-Tumoral PET/CT Radiomics for Outcome Prediction in Head and Neck Cancer
by: Wenbing Lv, et al.
Published: (2021-01-01)

CT-Based Radiomics Signature for the Preoperative Discrimination Between Head and Neck Squamous Cell Carcinoma Grades
by: Wenli Wu, et al.
Published: (2019-08-01)

Image Guided Radiotherapy (IGRT) and Delta (Δ) Radiomics—An Urgent Alliance for the Front Line of the War against Head and Neck Cancers
by: Camil Ciprian Mireștean, et al.
Published: (2023-06-01)

Identification of a Novel Cuproptosis-Related Gene Signature for Prognostic Implication in Head and Neck Squamous Carcinomas
by: Shouyi Tang, et al.
Published: (2022-08-01)

Role of adjuvant chemoradiotherapy and chemotherapy in patients with resected gallbladder carcinoma: a multi-institutional analysis (KROG 19-04)
by: Sung Uk Lee, et al.
Published: (2022-06-01)

Malignant Myoepithelioma of the Head and Neck: Demographics, Clinicopathological Characteristics, Treatment, and Prognosis
by: Jia-Qi Wang, et al.
Published: (2022-06-01)

Prognostic Effect of Primary Recurrence Patterns in Squamous Cervical Carcinoma After Radical Surgery
by: Zongkai Zhang, et al.
Published: (2022-04-01)