Robustness of Radiomics Features on a 0.35 Tesla MRI for MR-Guided Radiotherapy

M Michalet, G Valenzuela, P Debuire, D Azria… - … on a 0.35 Tesla MRI for … - papers.ssrn.com
Background and Purpose: MR-guided radiotherapy adds the precision of magnetic
resonance imaging (MRI) to the therapeutic benefits of a linear accelerator. Prior to each …

[HTML][HTML] Robustness of radiomics features on 0.35 T magnetic resonance imaging for magnetic resonance-guided radiotherapy

M Michalet, G Valenzuela, P Debuire, O Riou… - Physics and Imaging in …, 2024 - Elsevier
Background and purpose MR-guided radiotherapy adds the precision of magnetic
resonance imaging (MRI) to the therapeutic benefits of a linear accelerator. Prior to each …

Robustness assessment of images from a 0.35 T scanner of an integrated MRI-Linac: characterization of radiomics features in phantom and patient data

R Ericsson-Szecsenyi, G Zhang… - … in Cancer Research …, 2022 - journals.sagepub.com
Purpose: Radiomics entails the extraction of quantitative imaging biomarkers (or radiomics
features) hypothesized to provide additional pathophysiological and/or clinical information …

Magnetic resonance imaging for radiation therapy

N Wen, Y Cao, J Cai - Frontiers in oncology, 2020 - frontiersin.org
Since the introduction of magnetic resonance imaging (MRI) to radiation therapy (RT), it has
increasingly been adopted in RT treatment planning for target and organ-at-risk (OAR) …

Predictive value of delta-radiomics texture features in 0.35 tesla magnetic resonance setup images acquired during stereotactic ablative radiotherapy of pancreatic …

G Simpson, W Jin, B Spieler, L Portelance… - Frontiers in …, 2022 - frontiersin.org
Purpose The purpose of this work is to explore delta-radiomics texture features for predicting
response using setup images of pancreatic cancer patients treated with magnetic resonance …

Delta radiomics analysis of magnetic resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancer

MR Tomaszewski, K Latifi, E Boyer, RF Palm… - Radiation …, 2021 - Springer
Abstract Background Magnetic Resonance Image guided Stereotactic body radiotherapy
(MRgRT) is an emerging technology that is increasingly used in treatment of visceral …

[引用][C] Clinical Application of Radiomics in Oncology: Where Do We Stand?

R Pascuzzo, SK Garattini… - Journal of Magnetic …, 2024 - Wiley Online Library
Over the past decade, the medical imaging literature has been revolutionized by radiomics,
which allows to extract huge amounts of quantitative data from magnetic resonance images …

Reliability of radiomics features due to image reconstruction using a standardized T2‐weighted pulse sequence for MR‐guided radiotherapy: An anthropomorphic …

C Xue, Y Zhou, GG Lo, OL Wong, SK Yu… - Magnetic …, 2021 - Wiley Online Library
Purpose To prospectively investigate the impact of image reconstruction on MRI radiomics
features. Methods An anthropomorphic phantom was scanned at 1.5 T using a standardized …

Reliability of MRI radiomics features in MR‐guided radiotherapy for prostate cancer: Repeatability, reproducibility, and within‐subject agreement

C Xue, J Yuan, DMC Poon, Y Zhou, B Yang… - Medical …, 2021 - Wiley Online Library
Purpose The MR‐guided radiotherapy (MRgRT) images on the integrated MRI and linear
accelerator (MR‐LINAC) might facilitate radiomics analysis for longitudinal treatment …

[HTML][HTML] Robustness and reproducibility of radiomics in T2 weighted images from magnetic resonance image guided linear accelerator in a phantom study

M Sun, A Baiyasi, X Liu, X Shi, X Li, J Zhu, Y Yin, J Hu… - Physica Medica, 2022 - Elsevier
Purpose Quantitative radiomics features extracted from medical images have been shown to
provide value in predicting clinical outcomes. The study for robustness and reproducibility of …