Dosiomics-based prediction of radiation-induced hypothyroidism in nasopharyngeal carcinoma patients
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Dosiomics-based prediction of radiation-induced hypothyroidism in nasopharyngeal carcinoma patients
Authors
Keywords
Dosiomics, Radiotherapy, Hypothyroidism prediction, Dose distribution
Journal
Physica Medica-European Journal of Medical Physics
Volume 89, Issue -, Pages 219-225
Publisher
Elsevier BV
Online
2021-08-20
DOI
10.1016/j.ejmp.2021.08.009
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Multi‐institutional dose‐segmented dosiomic analysis for predicting radiation pneumonitis after lung stereotactic body radiation therapy
- (2021) Takanori Adachi et al. MEDICAL PHYSICS
- Multi-view radiomics and dosiomics analysis with machine learning for predicting acute-phase weight loss in lung cancer patients treated with radiotherapy
- (2020) Sang Ho Lee et al. PHYSICS IN MEDICINE AND BIOLOGY
- Cerebral functional abnormalities in patients with nasopharyngeal carcinoma after radiotherapy
- (2019) Wen-Ting Ren et al. CHINESE MEDICAL JOURNAL
- Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis
- (2019) Bin Liang et al. Frontiers in Oncology
- A Deep Learning Model for Predicting Xerostomia Due to Radiation Therapy for Head and Neck Squamous Cell Carcinoma in the RTOG 0522 Clinical Trial
- (2019) Kuo Men et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Development of a normal tissue complication probability (NTCP) model for radiation-induced hypothyroidism in nasopharyngeal carcinoma patients
- (2018) Ren Luo et al. BMC CANCER
- Validation of previously reported predictors for radiation-induced hypothyroidism in nasopharyngeal cancer patients treated with intensity-modulated radiation therapy, a post hoc analysis from a Phase III randomized trial
- (2018) Chawalit Lertbutsayanukul et al. JOURNAL OF RADIATION RESEARCH
- Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
- (2018) Timo M. Deist et al. MEDICAL PHYSICS
- Design and Selection of Machine Learning Methods Using Radiomics and Dosiomics for Normal Tissue Complication Probability Modeling of Xerostomia
- (2018) Hubert S. Gabryś et al. Frontiers in Oncology
- Texture analysis of 3D dose distributions for predictive modelling of toxicity rates in radiotherapy
- (2018) Linda Rossi et al. RADIOTHERAPY AND ONCOLOGY
- Thyroid V40 Predicts Primary Hypothyroidism After Intensity Modulated Radiation Therapy for Nasopharyngeal Carcinoma
- (2017) Kiattisa Sommat et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Radiation-induced hypothyroidism after IMRT for nasopharyngeal carcinoma: Clinical and dosimetric predictors in a prospective cohort study
- (2017) Rui-ping Zhai et al. ORAL ONCOLOGY
- Beyond imaging: The promise of radiomics
- (2017) Michele Avanzo et al. Physica Medica-European Journal of Medical Physics
- Radiomics: Images Are More than Pictures, They Are Data
- (2016) Robert J. Gillies et al. RADIOLOGY
- Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): The TRIPOD Statement
- (2015) Gary S. Collins et al. EUROPEAN UROLOGY
- Machine Learning Approaches for Predicting Radiation Therapy Outcomes: A Clinician's Perspective
- (2015) John Kang et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory
- (2014) Jochen Kruppa et al. BIOMETRICAL JOURNAL
- Random Forests to Predict Rectal Toxicity Following Prostate Cancer Radiation Therapy
- (2014) Juan D. Ospina et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Dose-volumetric Parameters for Predicting Hypothyroidism after Radiotherapy for Head and Neck Cancer
- (2014) M. Y. Kim et al. JAPANESE JOURNAL OF CLINICAL ONCOLOGY
- Late toxicities after intensity-modulated radiotherapy for nasopharyngeal carcinoma: patient and treatment-related risk factors
- (2013) L Zeng et al. BRITISH JOURNAL OF CANCER
- Hypothyroidism after 3-dimensional conformal radiotherapy and intensity-modulated radiotherapy for head and neck cancers: Prospective data from 2 randomized controlled trials
- (2013) Vedang Murthy et al. HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK
- Radiomics: Extracting more information from medical images using advanced feature analysis
- (2012) Philippe Lambin et al. EUROPEAN JOURNAL OF CANCER
- A Prospective Cohort Study on Radiation-induced Hypothyroidism: Development of an NTCP Model
- (2012) Marjolein J. Boomsma et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Radiomics: the process and the challenges
- (2012) Virendra Kumar et al. MAGNETIC RESONANCE IMAGING
- Risk factors for radiation-induced hypothyroidism
- (2011) Ivan R. Vogelius et al. CANCER
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started