Cargando…

Radiomic Features From Diffusion-Weighted MRI of Retroperitoneal Soft-Tissue Sarcomas Are Repeatable and Exhibit Change After Radiotherapy

BACKGROUND: Size-based assessments are inaccurate indicators of tumor response in soft-tissue sarcoma (STS), motivating the requirement for new response imaging biomarkers for this rare and heterogeneous disease. In this study, we assess the test–retest repeatability of radiomic features from MR dif...

Descripción completa

Detalles Bibliográficos
Autores principales:	Thrussell, Imogen, Winfield, Jessica M., Orton, Matthew R., Miah, Aisha B., Zaidi, Shane H., Arthur, Amani, Thway, Khin, Strauss, Dirk C., Collins, David J., Koh, Dow-Mu, Oelfke, Uwe, Huang, Paul H., O’Connor, James P. B., Messiou, Christina, Blackledge, Matthew D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343063/ https://www.ncbi.nlm.nih.gov/pubmed/35924167 http://dx.doi.org/10.3389/fonc.2022.899180

Ejemplares similares

Supervised Machine-Learning Enables Segmentation and Evaluation of Heterogeneous Post-treatment Changes in Multi-Parametric MRI of Soft-Tissue Sarcoma
por: Blackledge, Matthew D., et al.
Publicado: (2019)

Rare Aggressive Behavior of MDM2-Amplified Retroperitoneal Dedifferentiated Liposarcoma, with Brain, Lung and Subcutaneous Metastases
por: Ben Salha, Imen, et al.
Publicado: (2016)

Descriptive analysis of MRI functional changes occurring during reduced dose radiotherapy for myxoid liposarcomas
por: Kousi, Evanthia, et al.
Publicado: (2021)

A CT-based radiomics classification model for the prediction of histological type and tumour grade in retroperitoneal sarcoma (RADSARC-R): a retrospective multicohort analysis
por: Arthur, Amani, et al.
Publicado: (2023)

Utility of Multi-Parametric Quantitative Magnetic Resonance Imaging for Characterization and Radiotherapy Response Assessment in Soft-Tissue Sarcomas and Correlation With Histopathology
por: Winfield, Jessica M., et al.
Publicado: (2019)

Radiomics in Oncology: A Practical Guide
por: Shur, Joshua D., et al.
Publicado: (2021)

Clinical Characteristics and efficacy of chemotherapy in sclerosing epithelioid fibrosarcoma
por: Chew, Winston, et al.
Publicado: (2018)

Pazopanib as first line treatment for solitary fibrous tumours: the Royal Marsden Hospital experience
por: Maruzzo, Marco, et al.
Publicado: (2015)

Clinical management and outcomes of primary ovarian leiomyosarcoma – Experience from a sarcoma specialist unit
por: Cojocaru, Elena, et al.
Publicado: (2021)

Repeatability and reproducibility of apparent diffusion coefficient and fat fraction measurement of focal myeloma lesions on whole body magnetic resonance imaging
por: Barwick, Tara, et al.
Publicado: (2021)

Automatic Segmentation of Pelvic Cancers Using Deep Learning: State-of-the-Art Approaches and Challenges
por: Kalantar, Reza, et al.
Publicado: (2021)

Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging
por: Kalantar, Reza, et al.
Publicado: (2023)

Virtual Biopsy in Soft Tissue Sarcoma. How Close Are We?
por: Arthur, Amani, et al.
Publicado: (2022)

Poor treatment outcomes with palliative gemcitabine and docetaxel chemotherapy in advanced and metastatic synovial sarcoma
por: Pender, Alexandra, et al.
Publicado: (2018)

Optimisation of b-values for the accurate estimation of the apparent diffusion coefficient (ADC) in whole-body diffusion-weighted MRI in patients with metastatic melanoma
por: Knill, Annemarie K., et al.
Publicado: (2022)

CT-Based Pelvic T(1)-Weighted MR Image Synthesis Using UNet, UNet++ and Cycle-Consistent Generative Adversarial Network (Cycle-GAN)
por: Kalantar, Reza, et al.
Publicado: (2021)

Improving real‐world myeloma patient access to whole body MRI through “open‐access” knowledge sharing: The UK experience
por: Kaiser, Martin F, et al.
Publicado: (2020)

Repeatability of quantitative individual lesion and total disease multiparametric whole-body MRI measurements in prostate cancer bone metastases
por: Donners, Ricardo, et al.
Publicado: (2023)

Imaging in retroperitoneal soft tissue sarcoma
por: Messiou, Christina, et al.
Publicado: (2017)

Soft Tissue Myoepithelial Carcinoma Metastatic to the Cecum: Highlighting an Unusual Metastatic Pattern and the Need for Diagnostic Awareness
por: Mourtzoukou, Despoina, et al.
Publicado: (2016)

“Real-world” radiomics from multi-vendor MRI: an original retrospective study on the prediction of nodal status and disease survival in breast cancer, as an exemplar to promote discussion of the wider issues
por: Doran, Simon J., et al.
Publicado: (2021)

Gross tumour volume radiomics for prognostication of recurrence & death following radical radiotherapy for NSCLC
por: Hindocha, Sumeet, et al.
Publicado: (2022)

Regorafenib treatment for advanced, refractory gastrointestinal stromal tumor: a report of the UK managed access program
por: Kollàr, Attila, et al.
Publicado: (2014)

Apparent diffusion coefficient of vertebral haemangiomas allows differentiation from malignant focal deposits in whole-body diffusion-weighted MRI
por: Winfield, Jessica M., et al.
Publicado: (2017)

Pazopanib is an active treatment in desmoid tumour/aggressive fibromatosis
por: Martin-Liberal, Juan, et al.
Publicado: (2013)

Author Correction: Gross tumour volume radiomics for prognostication of recurrence & death following radical radiotherapy for NSCLC
por: Hindocha, Sumeet, et al.
Publicado: (2022)

Inter-observer agreement of baseline whole body MRI in multiple myeloma
por: Croft, James, et al.
Publicado: (2020)

Pazopanib, a promising option for the treatment of aggressive fibromatosis
por: Szucs, Zoltan, et al.
Publicado: (2017)

Assessment of Treatment Response by Total Tumor Volume and Global Apparent Diffusion Coefficient Using Diffusion-Weighted MRI in Patients with Metastatic Bone Disease: A Feasibility Study
por: Blackledge, Matthew D., et al.
Publicado: (2014)

Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease
por: Blackledge, Matthew D., et al.
Publicado: (2016)

Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study
por: Orton, Matthew R., et al.
Publicado: (2023)

Differentiation of retroperitoneal paragangliomas and schwannomas based on computed tomography radiomics
por: Cao, Yuntai, et al.
Publicado: (2023)

Radiomics and radiogenomics for precision radiotherapy
por: Wu, Jia, et al.
Publicado: (2018)

Accelerating Whole-Body Diffusion-weighted MRI with Deep Learning–based Denoising Image Filters
por: Zormpas-Petridis, Konstantinos, et al.
Publicado: (2021)

Foreign Body Granulomas Induced by Intramuscular Leuprorelin Acetate Injection for Prostate Cancer: Clinical Mimics of Soft Tissue Sarcoma
por: Thway, Khin, et al.
Publicado: (2015)

Non-contrast CT synthesis using patch-based cycle-consistent generative adversarial network (Cycle-GAN) for radiomics and deep learning in the era of COVID-19
por: Kalantar, Reza, et al.
Publicado: (2023)

Imaging features of primary sites and metastatic patterns of angiosarcoma
por: Bhaludin, Basrull N., et al.
Publicado: (2021)

Histopathological Diagnostic Discrepancies in Soft Tissue Tumours Referred to a Specialist Centre
por: Thway, Khin, et al.
Publicado: (2009)

Implementation of Whole-Body MRI (MY-RADS) within the OPTIMUM/MUKnine multi-centre clinical trial for patients with myeloma
por: Rata, Mihaela, et al.
Publicado: (2022)

Applying Radiomics to Predict Pathology of Postchemotherapy Retroperitoneal Nodal Masses in Germ Cell Tumors
por: Lewin, Jeremy, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_ddjviem3t7m8pajucnqd5li6qn