Cargando…

Radiomic signatures from T2W and DWI MRI are predictive of tumour hypoxia in colorectal liver metastases

BACKGROUND: Tumour hypoxia is a negative predictive and prognostic biomarker in colorectal cancer typically assessed by invasive sampling methods, which suffer from many shortcomings. This retrospective proof-of-principle study explores the potential of MRI-derived imaging markers in predicting tumo...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bodalal, Zuhir, Bogveradze, Nino, ter Beek, Leon C., van den Berg, Jose G., Sanders, Joyce, Hofland, Ingrid, Trebeschi, Stefano, Groot Lipman, Kevin B. W., Storck, Koen, Hong, Eun Kyoung, Lebedyeva, Natalya, Maas, Monique, Beets-Tan, Regina G. H., Gomez, Fernando M., Kurilova, Ieva
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Vienna 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361926/ https://www.ncbi.nlm.nih.gov/pubmed/37477715 http://dx.doi.org/10.1186/s13244-023-01474-x

Ejemplares similares

Radiomics: a critical step towards integrated healthcare
por: Bodalal, Zuhir, et al.
Publicado: (2018)

Radiomics in immuno-oncology
por: Bodalal, Z., et al.
Publicado: (2021)

Artificial intelligence-based diagnosis of asbestosis: analysis of a database with applicants for asbestosis state aid
por: Groot Lipman, Kevin B. W., et al.
Publicado: (2022)

Prognostic Value of Deep Learning-Mediated Treatment Monitoring in Lung Cancer Patients Receiving Immunotherapy
por: Trebeschi, Stefano, et al.
Publicado: (2021)

Colorectal carcinoma then and now: What we are learning by comparing two Libyan cancer studies
por: Bodalal, Zuhir
Publicado: (2015)

Modern MR Imaging Technology in Rectal Cancer; There Is More Than Meets the Eye
por: Haak, Hester E., et al.
Publicado: (2020)

MRI anatomy of the rectum: key concepts important for rectal cancer staging and treatment planning
por: Bogveradze, Nino, et al.
Publicado: (2023)

A Study of a Decade of Road Traffic Accidents in Benghazi - Libya: 2001 to 2010
por: Bodalal, Zuhir, et al.
Publicado: (2012)

Development of a Prognostic AI-Monitor for Metastatic Urothelial Cancer Patients Receiving Immunotherapy
por: Trebeschi, Stefano, et al.
Publicado: (2021)

Impact of the 2011 Libyan conflict on road traffic injuries in Benghazi, Libya
por: Bodalal, Zuhir, et al.
Publicado: (2015)

How to 19F MRI: applications, technique, and getting started
por: Maxouri, Olga, et al.
Publicado: (2023)

Predicting response to cancer immunotherapy using noninvasive radiomic biomarkers
por: Trebeschi, S, et al.
Publicado: (2019)

Machine Learning Based on MRI DWI Radiomics Features for Prognostic Prediction in Nasopharyngeal Carcinoma
por: Hu, Qiyi, et al.
Publicado: (2022)

Nutritional status as a predictive marker for surgical site infection in total joint arthroplasty
por: Alfargieny, Randa, et al.
Publicado: (2015)

The Primacy of High B-Value 3T-DWI Radiomics in the Prediction of Clinically Significant Prostate Cancer
por: Bevilacqua, Alessandro, et al.
Publicado: (2021)

Stability and Reproducibility of Radiomic Features Based on Various Segmentation Techniques on Cervical Cancer DWI-MRI
por: Ramli, Zarina, et al.
Publicado: (2022)

Reduced field-of-view DWI‑derived clinical–radiomics model for the prediction of stage in cervical cancer
por: Huang, Qiuhan, et al.
Publicado: (2023)

Radiomic Evaluations of the Diagnostic Performance of DM, DBT, DCE MRI, DWI, and Their Combination for the Diagnosisof Breast Cancer
por: Niu, Shuxian, et al.
Publicado: (2021)

Value of DWI- ADC and FUSION T2-DWI in the management of oncological patients
por: Nazar, M, et al.
Publicado: (2015)

Performance of TGSE BLADE DWI compared with RESOLVE DWI in the diagnosis of cholesteatoma
por: Sheng, Yaru, et al.
Publicado: (2020)

Comparison of TGSE-BLADE DWI, RESOLVE DWI, and SS-EPI DWI in healthy volunteers and patients after cerebral aneurysm clipping
por: Okuchi, Sachi, et al.
Publicado: (2022)

DWI-based radiomic signature: potential role for individualized adjuvant chemotherapy in intrahepatic cholangiocarcinoma after partial hepatectomy
por: Yang, Yang, et al.
Publicado: (2022)

Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke
por: Gerbasi, Alessia, et al.
Publicado: (2022)

STEAM-DWI as a robust alternative to EPI-DWI: Evaluation in pediatric brain MRI
por: Gräfe, Daniel, et al.
Publicado: (2022)

Sources of variation in multicenter rectal MRI data and their effect on radiomics feature reproducibility
por: Schurink, Niels W., et al.
Publicado: (2021)

Conspicuity of Peripheral Zone Prostate Cancer on Computed Diffusion-Weighted Imaging: Comparison of cDWI(1500), cDWI(2000), and cDWI(3000)
por: Vural, Metin, et al.
Publicado: (2014)

High-b diffusivity of MS lesions in cervical spinal cord using ultrahigh-b DWI (UHb-DWI)
por: Jeong, Kyle, et al.
Publicado: (2021)

Whole-body DWI in practice
por: Padhani, Anwar, et al.
Publicado: (2014)

Ovarian imaging radiomics quality score assessment: an EuSoMII radiomics auditing group initiative
por: Ponsiglione, Andrea, et al.
Publicado: (2022)

Improving the image quality of DWI in breast cancer: comparison of multi-shot DWI using multiplexed sensitivity encoding to conventional single-shot echo-planar imaging DWI
por: Baxter, Gabrielle C, et al.
Publicado: (2021)

Somatostatin receptor subtype expression and radiomics from DWI-MRI represent SUV of [68Ga]Ga-DOTATOC PET in patients with meningioma
por: Iglseder, Sarah, et al.
Publicado: (2023)

Evolutions in rectal cancer MRI staging and risk stratification in The Netherlands
por: Bogveradze, Nino, et al.
Publicado: (2021)

Preoperative Grading of Rectal Cancer with Multiple DWI Models, DWI-Derived Biological Markers, and Machine Learning Classifiers
por: Song, Mengyu, et al.
Publicado: (2023)

Is the generalizability of a developed artificial intelligence algorithm for COVID-19 on chest CT sufficient for clinical use? Results from the International Consortium for COVID-19 Imaging AI (ICOVAI)
por: Topff, Laurens, et al.
Publicado: (2023)

Comparison of EPI DWI and STEAM DWI in Early Postoperative MRI Controls After Resection of Tumors of the Central Nervous System
por: Müller, Sebastian Johannes, et al.
Publicado: (2023)

The value of coronal DWI in brainstem stroke diagnosis
por: Bedi, Prabhjot S., et al.
Publicado: (2020)

DWI Lesion Patterns in Cancer-Related Stroke – Specifying the Phenotype
por: Schwarzbach, Christopher Jan, et al.
Publicado: (2015)

The Prediction of Biological Features Using Magnetic Resonance Imaging in Head and Neck Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis
por: van der Hulst, Hedda J., et al.
Publicado: (2023)

Value of MRI and diffusion-weighted MRI for the diagnosis of locally recurrent rectal cancer
por: Lambregts, Doenja M. J., et al.
Publicado: (2011)

Ultra-high b-Value DWI in predicting progression risk of locally advanced rectal cancer: a comparative study with routine DWI
por: Zhang, Guangwen, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_gkooj87shtr83g520ntgr82mda