Radiomics and Dosiomics for Predicting Local Control after Carbon-Ion Radiotherapy in Skull-Base Chordoma

MRI Signal Intensity and Electron Ultrastructure Classification Predict the Long-Term Outcome of Skull Base Chordomas

(2020) J. Bai et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Proton and carbon ion radiotherapy in skull base chordomas: a prospective study based on a dual particle and a patient-customized treatment strategy

(2020) Alberto Iannalfi et al.   NEURO-ONCOLOGY

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

Medical physics challenges in clinical MR-guided radiotherapy

(2020) Christopher Kurz et al.   Radiation Oncology

Radiomics-Based Outcome Prediction for Pancreatic Cancer Following Stereotactic Body Radiotherapy

(2020) Elsa Parr et al.   Cancers

External validation of radiomics‐based predictive models in low‐dose CT screening for early lung cancer diagnosis

(2020) Noemi Garau et al.   MEDICAL PHYSICS

Radiomics in neuro-oncology: Basics, workflow, and applications

(2020) Philipp Lohmann et al.   METHODS

Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies

(2020) R. Da-ano et al.   Scientific Reports

Identification of High-Risk Atypical Meningiomas According to Semantic and Radiomic Features

(2020) Darius Kalasauskas et al.   Cancers

Chordoma

(2019) Anna Maria Frezza et al.   CURRENT OPINION IN ONCOLOGY

Early survival prediction in non-small cell lung cancer from PET/CT images using an intra-tumor partitioning method

(2019) Mehdi Astaraki et al.   Physica Medica-European Journal of Medical Physics

PV-0311 MRI-based tumour control probability model in particle therapy

(2019) G. Buizza et al.   RADIOTHERAPY AND ONCOLOGY

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

(2019) Bin Liang et al.   Frontiers in Oncology

Radiomic analysis of multiparametric magnetic resonance imaging for differentiating skull base chordoma and chondrosarcoma

(2019) Longfei Li et al.   EUROPEAN JOURNAL OF RADIOLOGY

Technical Note: Virtual phantom analyses for preprocessing evaluation and detection of a robust feature set for MRI‐radiomics of the brain

(2019) Marco Bologna et al.   MEDICAL PHYSICS

Optic nerve constraints for carbon ion RT at CNAO – Reporting and relating outcome to European and Japanese RBE

(2019) Jon Espen Dale et al.   RADIOTHERAPY AND ONCOLOGY

Radiomic signature: A novel magnetic resonance imaging-based prognostic biomarker in patients with skull base chordoma

(2019) Wei Wei et al.   RADIOTHERAPY AND ONCOLOGY

Repeatability and reproducibility of radiomic features: A systematic review

(2018) Alberto Traverso et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Why validation of prognostic models matters?

(2018) Alex Zwanenburg et al.   RADIOTHERAPY AND ONCOLOGY

Prognostic Factors in Skull Base Chordoma: A Systematic Literature Review and Meta-Analysis

(2018) Ming-Xiang Zou et al.   World Neurosurgery

Comparison of the Effectiveness of Radiotherapy with Photons and Particles for Chordoma After Surgery: A Meta-Analysis

(2018) Jinpeng Zhou et al.   World Neurosurgery

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

(2018) Linda Rossi et al.   RADIOTHERAPY AND ONCOLOGY

Radiobiological issues in prospective carbon ion therapy trials

(2018) Piero Fossati et al.   MEDICAL PHYSICS

Vulnerabilities of radiomic signature development: The need for safeguards

(2018) Mattea L. Welch et al.   RADIOTHERAPY AND ONCOLOGY

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

Charged-particle therapy in cancer: clinical uses and future perspectives

(2017) Marco Durante et al.   Nature Reviews Clinical Oncology

MRI features predict survival and molecular markers in diffuse lower-grade gliomas

(2017) Hao Zhou et al.   NEURO-ONCOLOGY

Lack of robustness of textural measures obtained from 3D brain tumor MRIs impose a need for standardization

(2017) David Molina et al.   PLoS One

A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling

(2017) Stefan Leger et al.   Scientific Reports

Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction

(2016) Mu Zhou et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Imaging biomarker roadmap for cancer studies

(2016) James P. B. O'Connor et al.   Nature Reviews Clinical Oncology

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Dose prescription in carbon ion radiotherapy: How to compare two different RBE-weighted dose calculation systems

(2016) Silvia Molinelli et al.   RADIOTHERAPY AND ONCOLOGY

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Machine Learning methods for Quantitative Radiomic Biomarkers

(2015) Chintan Parmar et al.   Scientific Reports

Highly effective treatment of skull base chordoma with carbon ion irradiation using a raster scan technique in 155 patients: First long-term results

(2014) Matthias Uhl et al.   CANCER

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Focal Transnasal Approach to the Upper, Middle, and Lower Clivus

(2013) Takeshi Funaki et al.   Operative Neurosurgery

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluating intensity normalization on MRIs of human brain with multiple sclerosis

(2010) Mohak Shah et al.   MEDICAL IMAGE ANALYSIS

Heavy-ion tumor therapy: Physical and radiobiological benefits

(2010) Dieter Schardt et al.   REVIEWS OF MODERN PHYSICS