A Nomogram of Combining IVIM‐DWI and MRI Radiomics From the Primary Lesion of Rectal Adenocarcinoma to Assess Nonenlarged Lymph Node Metastasis Preoperatively
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Magnetic Resonance Imaging"
DOI: 10.1002/jmri.28068
Abstract: Lymph node (LN) staging plays an important role in treatment decision‐making. Current problem is that preoperative detection of LN involvement is always highly challenging for radiologists. read more here.
Keywords: mri radiomics; nomogram combining; ivim dwi; combining ivim ... See more keywords
A pilot study of MRI radiomics for high‐risk prostate cancer stratification in 1.5 T MR‐guided radiotherapy
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29564
Abstract: To investigate the potential value of MRI radiomics obtained from a 1.5 T MRI‐guided linear accelerator (MR‐LINAC) for D'Amico high‐risk prostate cancer (PC) classification in MR‐guided radiotherapy (MRgRT). read more here.
Keywords: mri radiomics; prostate cancer; risk prostate; high risk ... See more keywords
Whole-body MRI radiomics model to predict relapsed/refractory Hodgkin Lymphoma: A preliminary study.
Sign Up to like & getrecommendations! Published in 2021 at "Magnetic resonance imaging"
DOI: 10.1016/j.mri.2021.11.005
Abstract: PURPOSE A strong prognostic score that enables a stratification of newly diagnosed Hodgkin Lymphoma (HL) to identify patients at high risk of refractory/relapsed disease is still needed. Our aim was to investigate the potential value… read more here.
Keywords: whole body; hodgkin lymphoma; mri radiomics; disease ... See more keywords
An MRI radiomics approach to predict survival and tumour-infiltrating macrophages in gliomas
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DOI: 10.1093/brain/awab340
Abstract: Abstract Preoperative MRI is one of the most important clinical results for the diagnosis and treatment of glioma patients. The objective of this study was to construct a stable and validatable preoperative T2-weighted MRI-based radiomics… read more here.
Keywords: mri radiomics; prediction model; preoperative weighted; predict survival ... See more keywords
Quantitative assessment of acquisition imaging parameters on MRI radiomics features: a prospective anthropomorphic phantom study using a 3D-T2W-TSE sequence for MR-guided-radiotherapy.
Sign Up to like & getrecommendations! Published in 2021 at "Quantitative imaging in medicine and surgery"
DOI: 10.21037/qims-20-865
Abstract: Background MRI pulse sequences and imaging parameters substantially influence the variation of MRI radiomics features, thus impose a critical challenge on MRI radiomics reproducibility and reliability. This study aims to prospectively investigate the impact of… read more here.
Keywords: mri radiomics; imaging parameters; t2w tse; radiomics features ... See more keywords
MRI-Radiomics Prediction for Cytokeratin 19-Positive Hepatocellular Carcinoma: A Multicenter Study
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2021.672126
Abstract: Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer and has poor prognosis. Cytokeratin (CK)19-positive (CK19+) HCC is especially aggressive; early identification of this subtype and timely intervention can potentially improve clinical… read more here.
Keywords: hepatocellular carcinoma; cytokeratin positive; hcc; mri radiomics ... See more keywords
Prediction of Response to Induction Chemotherapy Plus Concurrent Chemoradiotherapy for Nasopharyngeal Carcinoma Based on MRI Radiomics and Delta Radiomics: A Two-Center Retrospective Study
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2022.824509
Abstract: Objective We aimed to establish an MRI radiomics model and a Delta radiomics model to predict tumor retraction after induction chemotherapy (IC) combined with concurrent chemoradiotherapy (CCRT) for primary nasopharyngeal carcinoma (NPC) in non-endemic areas… read more here.
Keywords: mri radiomics; induction chemotherapy; delta radiomics; mri ... See more keywords
Development and validation of an MRI-radiomics nomogram for the prognosis of pancreatic ductal adenocarcinoma
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2023.1074445
Abstract: Objective To develop and validate an MRI-radiomics nomogram for the prognosis of pancreatic ductal adenocarcinoma (PDAC). Background “Radiomics” enables the investigation of huge amounts of radiological features in parallel by extracting high-throughput imaging data. MRI… read more here.
Keywords: mri radiomics; radiomics nomogram; nomogram prognosis; mri ... See more keywords
MRI radiomics and potential applications to glioblastoma
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DOI: 10.3389/fonc.2023.1134109
Abstract: MRI plays an important role in the evaluation of glioblastoma, both at initial diagnosis and follow up after treatment. Quantitative analysis via radiomics can augment the interpretation of MRI in terms of providing insights regarding… read more here.
Keywords: radiomics potential; mri radiomics; applications glioblastoma; potential applications ... See more keywords
Development of a Molecular-Subtype-Associated Immune Prognostic Signature That Can Be Recognized by MRI Radiomics Features in Bladder Cancer
Sign Up to like & getrecommendations! Published in 2023 at "Bioengineering"
DOI: 10.3390/bioengineering10030318
Abstract: Background: Bladder cancer (BLCA) is highly heterogeneous with distinct molecular subtypes. This research aimed to investigate the heterogeneity of different molecular subtypes from a tumor microenvironment perspective and develop a molecular-subtype-associated immune prognostic signature that… read more here.
Keywords: immune prognostic; mri radiomics; prognostic signature; mri ... See more keywords
Quality of Multicenter Studies Using MRI Radiomics for Diagnosing Clinically Significant Prostate Cancer: A Systematic Review
Sign Up to like & getrecommendations! Published in 2022 at "Life"
DOI: 10.3390/life12070946
Abstract: Background: Reproducibility and generalization are major challenges for clinically significant prostate cancer modeling using MRI radiomics. Multicenter data seem indispensable to deal with these challenges, but the quality of such studies is currently unknown. The… read more here.
Keywords: mri radiomics; claim; quality; multicenter studies ... See more keywords