Multi‐institutional dose‐segmented dosiomic analysis for predicting radiation pneumonitis after lung stereotactic body radiation therapy

Preoperative CT-based radiomics combined with intraoperative frozen section is predictive of invasive adenocarcinoma in pulmonary nodules: a multicenter study

(2020) Guangyao Wu et al.   EUROPEAN RADIOLOGY

Correlation of dosimetric factors with the development of symptomatic radiation pneumonitis in stereotactic body radiotherapy

(2020) Jeffrey M. Ryckman et al.   Radiation Oncology

Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model

(2020) Bin Liang et al.   Frontiers in Oncology

Dosiomics improves prediction of locoregional recurrence for intensity modulated radiotherapy treated head and neck cancer cases

(2020) Aiqian Wu et al.   ORAL ONCOLOGY

Application and limitation of radiomics approach to prognostic prediction for lung stereotactic body radiotherapy using breath‐hold CT images with random survival forest: A multi‐institutional study

(2020) Ryo Kakino et al.   MEDICAL PHYSICS

Radiomics Analysis of PET and CT Components of PET/CT Imaging Integrated with Clinical Parameters: Application to Prognosis for Nasopharyngeal Carcinoma

(2019) Wenbing Lv et al.   MOLECULAR IMAGING AND BIOLOGY

Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis

(2019) Bin Liang et al.   Frontiers in Oncology

LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity–Application to the Tox21 and Mutagenicity Data Sets

(2019) Jin Zhang et al.   Journal of Chemical Information and Modeling

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

Machine learning and modeling: Data, validation, communication challenges

(2018) Issam El Naqa et al.   MEDICAL PHYSICS

Texture analysis of 3D dose distributions for predictive modelling of toxicity rates in radiotherapy

(2018) Linda Rossi et al.   RADIOTHERAPY AND ONCOLOGY

CT imaging features associated with recurrence in non-small cell lung cancer patients after stereotactic body radiotherapy

(2017) Qian Li et al.   Radiation Oncology

Performance of dose calculation algorithms from three generations in lung SBRT: comparison with full Monte Carlo-based dose distributions

(2017) Jarkko J. Ojala et al.   Journal of Applied Clinical Medical Physics

Simple Factors Associated With Radiation-Induced Lung Toxicity After Stereotactic Body Radiation Therapy of the Thorax: A Pooled Analysis of 88 Studies

(2016) Jing Zhao et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

CT-based radiomic analysis of stereotactic body radiation therapy patients with lung cancer

(2016) Elizabeth Huynh et al.   RADIOTHERAPY AND ONCOLOGY

Multi Texture Analysis of Colorectal Cancer Continuum Using Multispectral Imagery

(2016) Ahmad Chaddad et al.   PLoS One

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement

(2015) G. S. Collins et al.   BRITISH JOURNAL OF SURGERY

Prospective Trial of Stereotactic Body Radiation Therapy for Both Operable and Inoperable T1N0M0 Non-Small Cell Lung Cancer: Japan Clinical Oncology Group Study JCOG0403

(2015) Yasushi Nagata et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Impact of Pretreatment Interstitial Lung Disease on Radiation Pneumonitis and Survival after Stereotactic Body Radiation Therapy for Lung Cancer

(2015) Nami Ueki et al.   Journal of Thoracic Oncology

Nondosimetric Risk Factors for Radiation-Induced Lung Toxicity

(2015) Feng-Ming (Spring) Kong et al.   SEMINARS IN RADIATION ONCOLOGY

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Dose–Volume Metrics Associated With Radiation Pneumonitis After Stereotactic Body Radiation Therapy for Lung Cancer

(2012) Yukinori Matsuo et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Clinical and Dosimetric Predictors of Radiation Pneumonitis in a Large Series of Patients Treated With Stereotactic Body Radiation Therapy to the Lung

(2012) Ryan Baker et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Clinical outcome and predictors of survival and pneumonitis after stereotactic ablative radiotherapy for stage I non-small cell lung cancer

(2012) Joe Y Chang et al.   Radiation Oncology

A Dose–Volume Analysis of Radiation Pneumonitis in Non–Small Cell Lung Cancer Patients Treated With Stereotactic Body Radiation Therapy

(2010) R. Bryan Barriger et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Stereotactic Body Radiation Therapy for Inoperable Early Stage Lung Cancer

(2010) Robert Timmerman   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Dose–response relationship for radiation-induced pneumonitis after pulmonary stereotactic body radiotherapy

(2010) Matthias Guckenberger et al.   RADIOTHERAPY AND ONCOLOGY

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Stereotactic Body Radiation Therapy for Early-Stage Non–Small-Cell Lung Carcinoma: Four-Year Results of a Prospective Phase II Study

(2009) Achilles J. Fakiris et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Outcome in a Prospective Phase II Trial of Medically Inoperable Stage I Non–Small-Cell Lung Cancer Patients Treated With Stereotactic Body Radiotherapy

(2009) Pia Baumann et al.   JOURNAL OF CLINICAL ONCOLOGY