The high-throughput extraction of quantitative information from medical images, known as
radiomics, has grown in interest due to the current necessity to quantitatively characterize …

BACKGROUND: Changes in lung density on computed tomography (CT) are common after
stereotactic ablative radiotherapy (SABR) and can confound the early detection of …

Purpose To assess the relationship between radiation dose and change in a set of
mathematical intensity-and texture-based features and to determine the ability of texture …

Background Radiomics uses a large number of quantitative imaging features that describe
the tumor phenotype to develop imaging biomarkers for clinical outcomes. Radiomic …

PURPOSE: Volumetric modulated arc therapy (RapidArc) allows for fast delivery of
stereotactic body radiotherapy (SBRT) delivery in stage I lung tumors. We compared dose …

Background and purpose Early detection of local recurrences following stereotactic ablative
radiotherapy (SABR) for lung cancer may allow for curative salvage treatment, but …

Background Over 50% of patients who receive stereotactic body radiotherapy (SBRT)
develop radiographic evidence of radiation-induced lung injury. Radiomics is an emerging …

The use of stereotactic ablative radiotherapy (SABR) for early-stage non-small cell lung
cancer is growing rapidly, particularly since it has become the recommended therapy for …

Stereotactic body radiation therapy (SBRT) has a local control rate of 95% at 2 years for non-
small cell lung cancer (NSCLC) and should improve the prognosis of inoperable patients …

Radiomics is a fast-growing research area based on converting standard-of-care imaging
into quantitative minable data and building subsequent predictive models to personalize …