Predicting survival in patients with glioblastoma using MRI radiomic features extracted from radiation planning volumes

Radiomics and radiogenomics in gliomas: a contemporary update

(2021) Gagandeep Singh et al.   BRITISH JOURNAL OF CANCER

Quantitative mapping of individual voxels in the peritumoral region of IDH-wildtype glioblastoma to distinguish between tumor infiltration and edema

(2021) Archya Dasgupta et al.   JOURNAL OF NEURO-ONCOLOGY

MRI radiomics to differentiate between low grade glioma and glioblastoma peritumoral region

(2021) Nauman Malik et al.   JOURNAL OF NEURO-ONCOLOGY

A Phase I/II Trial of 5-Fraction Stereotactic Radiosurgery with 5-mm Margins with Concurrent Temozolomide in Newly Diagnosed Glioblastoma: Primary Outcomes

(2020) Melissa Azoulay et al.   NEURO-ONCOLOGY

Cone-beam CT radiomics features might improve the prediction of lung toxicity after SBRT in stage I NSCLC patients

(2020) Qingjin Qin et al.   Thoracic Cancer

Glioma consensus contouring recommendations from a MR-Linac International Consortium Research Group and evaluation of a CT-MRI and MRI-only workflow

(2020) Chia-Lin Tseng et al.   JOURNAL OF NEURO-ONCOLOGY

Radiomics in Glioblastoma: Current Status and Challenges Facing Clinical Implementation

(2019) Ahmad Chaddad et al.   Frontiers in Oncology

Automated brain extraction of multisequence MRI using artificial neural networks

(2019) Fabian Isensee et al.   HUMAN BRAIN MAPPING

Image Segmentation, Registration and Characterization in R with SimpleITK

(2018) Richard Beare et al.   Journal of Statistical Software

Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction

(2018) Sohi Bae et al.   RADIOLOGY

On the impact of smoothing and noise on robustness of CT and CBCT radiomics features for patients with head and neck cancers

(2017) Hassan Bagher-Ebadian et al.   MEDICAL PHYSICS

Radiomics: the bridge between medical imaging and personalized medicine

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

Current Clinical Brain Tumor Imaging

(2017) Javier E. Villanueva-Meyer et al.   NEUROSURGERY

Short-Course Radiation plus Temozolomide in Elderly Patients with Glioblastoma

(2017) James R. Perry et al.   NEW ENGLAND JOURNAL OF MEDICINE

Radiomic features from the peritumoral brain parenchyma on treatment-naïve multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: Preliminary findings

(2016) Prateek Prasanna et al.   EUROPEAN RADIOLOGY

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

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

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

Behind the Numbers: Decoding Molecular Phenotypes with Radiogenomics—Guiding Principles and Technical Considerations

(2014) Michael D. Kuo et al.   RADIOLOGY

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data

(2011) R. M. Simon et al.   BRIEFINGS IN BIOINFORMATICS

N4ITK: Improved N3 Bias Correction

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

Accurate and robust brain image alignment using boundary-based registration

(2009) Douglas N. Greve et al.   NEUROIMAGE