Cargando…

A Comprehensive Model Based on Dynamic Contrast-Enhanced Magnetic Resonance Imaging Can Better Predict the Preoperative Histological Grade of Breast Cancer Than a Radiomics Model

BACKGROUND: Histological grade is an important prognostic factor for patients with breast cancer and can affect clinical decision-making. From a clinical perspective, developing an efficient and non-invasive method for evaluating histological grading is desirable, facilitating improved clinical deci...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Yitian, Pan, Weixing, Wang, Lingxia, Pan, Wenting, Zhang, Huangqi, Jin, Shengze, Wu, Xiuli, Liu, Aie, Xin, Enhui, Ji, Wenbin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove 2023
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590555/ https://www.ncbi.nlm.nih.gov/pubmed/37873521 http://dx.doi.org/10.2147/BCTT.S425996

Ejemplares similares

Can Radiomics Provide Additional Diagnostic Value for Identifying Adrenal Lipid-Poor Adenomas From Non-Adenomas on Unenhanced CT?
por: Zhang, Binhao, et al.
Publicado: (2022)

Preoperative Contrast-Enhanced MRI in Differentiating Glioblastoma From Low-Grade Gliomas in The Cancer Imaging Archive Database: A Proof-of-Concept Study
por: Zhang, Huangqi, et al.
Publicado: (2022)

Development and Validation of a Clinical-Image Model for Quantitatively Distinguishing Uncertain Lipid-Poor Adrenal Adenomas From Nonadenomas
por: Pan, Wenting, et al.
Publicado: (2022)

Combination Analysis of a Radiomics-Based Predictive Model With Clinical Indicators for the Preoperative Assessment of Histological Grade in Endometrial Carcinoma
por: Zheng, Tao, et al.
Publicado: (2021)

Comparison of Multiple Radiomics Models for Identifying Histological Grade of Pancreatic Ductal Adenocarcinoma Preoperatively Based on Multiphasic Contrast-Enhanced Computed Tomography: A Two-Center Study in Southwest China
por: Liao, Hongfan, et al.
Publicado: (2022)

Clinical-radiomics nomogram using contrast-enhanced CT to predict histological grade and survival in pancreatic ductal adenocarcinoma
por: Cen, Chunyuan, et al.
Publicado: (2023)

Non-contrast and contrast enhanced computed tomography radiomics in preoperative discrimination of lung invasive and non-invasive adenocarcinoma
por: Sun, Yingli, et al.
Publicado: (2022)

Preoperative contrast-enhanced computed tomography-based radiomics model for overall survival prediction in hepatocellular carcinoma
por: Deng, Peng-Zhan, et al.
Publicado: (2022)

A Delta-radiomics model for preoperative evaluation of Neoadjuvant chemotherapy response in high-grade osteosarcoma
por: Lin, Peng, et al.
Publicado: (2020)

Development and validation of a CT-based radiomics nomogram for preoperative prediction of tumor histologic grade in gastric adenocarcinoma
por: Huang, Jia, et al.
Publicado: (2021)

Preoperative Evaluation of Hepatocellular Carcinoma Differentiation Using Contrast-Enhanced Ultrasound-Based Deep-Learning Radiomics Model
por: Qin, Xiachuan, et al.
Publicado: (2023)

Preoperative Nomogram for Differentiation of Histological Subtypes in Ovarian Cancer Based on Computer Tomography Radiomics
por: Zhu, Haiyan, et al.
Publicado: (2021)

Prediction of Histological Grades and Ki-67 Expression of Hepatocellular Carcinoma Based on Sonazoid Contrast Enhanced Ultrasound Radiomics Signatures
por: Dong, Yi, et al.
Publicado: (2022)

Predicting Histopathological Grading of Adult Gliomas Based On Preoperative Conventional Multimodal MRI Radiomics: A Machine Learning Model
por: Du, Peng, et al.
Publicado: (2023)

Multiparameter MRI Radiomics Model Predicts Preoperative Peritoneal Carcinomatosis in Ovarian Cancer
por: Yu, Xiao Yu, et al.
Publicado: (2021)

Preoperative Prediction of Microvascular Invasion in Patients With Hepatocellular Carcinoma Based on Radiomics Nomogram Using Contrast-Enhanced Ultrasound
por: Zhang, Di, et al.
Publicado: (2021)

Radiomic Analysis in Contrast-Enhanced Spectral Mammography for Predicting Breast Cancer Histological Outcome
por: La Forgia, Daniele, et al.
Publicado: (2020)

Development and Validation of a Novel Radiomics-Based Nomogram With Machine Learning to Preoperatively Predict Histologic Grade in Pancreatic Neuroendocrine Tumors
por: Wang, Xing, et al.
Publicado: (2022)

A Radiomics Model for Preoperative Predicting Sentinel Lymph Node Metastasis in Breast Cancer Based on Dynamic Contrast-Enhanced MRI
por: Ma, Mingming, et al.
Publicado: (2022)

A comparative study between deep learning and radiomics models in grading liver tumors using hepatobiliary phase contrast-enhanced MR images
por: Du, Lixin, et al.
Publicado: (2022)

Development of a radiomics model to diagnose pheochromocytoma preoperatively: a multicenter study with prospective validation
por: Kong, Jianqiu, et al.
Publicado: (2022)

Prediction of Breast Cancer Histological Outcome by Radiomics and Artificial Intelligence Analysis in Contrast-Enhanced Mammography
por: Petrillo, Antonella, et al.
Publicado: (2022)

Nomogram for preoperative estimation of histologic grade in gastrointestinal neuroendocrine tumors
por: Wu, Zhi-Qi, et al.
Publicado: (2022)

Are deep models in radiomics performing better than generic models? A systematic review
por: Demircioğlu, Aydin
Publicado: (2023)

Pharmacokinetic parameters and radiomics model based on dynamic contrast enhanced MRI for the preoperative prediction of sentinel lymph node metastasis in breast cancer
por: Liu, Meijie, et al.
Publicado: (2020)

Multiregional radiomic model for breast cancer diagnosis: value of ultrasound-based peritumoral and parenchymal radiomics
por: Guo, Suping, et al.
Publicado: (2023)

(18)F-FDG PET/CT radiomics signature and clinical parameters predict progression-free survival in breast cancer patients: A preliminary study
por: Xu, Xiaojun, et al.
Publicado: (2023)

A clinical-radiomics nomogram for the preoperative prediction of lymph node metastasis in colorectal cancer
por: Li, Menglei, et al.
Publicado: (2020)

Preoperative Radiomics Analysis of Contrast-Enhanced CT for Microvascular Invasion and Prognosis Stratification in Hepatocellular Carcinoma
por: Xu, Tingfeng, et al.
Publicado: (2022)

Radiomics Analysis of Contrast-Enhanced CT for Hepatocellular Carcinoma Grading
por: Chen, Wen, et al.
Publicado: (2021)

No staghorn calculi and none/mild hydronephrosis may be risk factors for severe bleeding complications after percutaneous nephrolithotomy
por: Dong, Xue, et al.
Publicado: (2021)

Peritumoral Dilation Radiomics of Gadoxetate Disodium-Enhanced MRI Excellently Predicts Early Recurrence of Hepatocellular Carcinoma without Macrovascular Invasion After Hepatectomy
por: Chong, Huanhuan, et al.
Publicado: (2021)

Radiomics Analysis of Contrast-Enhanced CT for the Preoperative Prediction of Microvascular Invasion in Mass-Forming Intrahepatic Cholangiocarcinoma
por: Xiang, Fei, et al.
Publicado: (2021)

Preoperative Prediction of Meningioma Consistency via Machine Learning-Based Radiomics
por: Zhai, Yixuan, et al.
Publicado: (2021)

A Radiomics Model for Predicting Early Recurrence in Grade II Gliomas Based on Preoperative Multiparametric Magnetic Resonance Imaging
por: Wang, Zhen-hua, et al.
Publicado: (2021)

Development and External Validation of a Radiomics Model Derived from Preoperative Gadoxetic Acid-Enhanced MRI for Predicting Histopathologic Grade of Hepatocellular Carcinoma
por: Hu, Xiaojun, et al.
Publicado: (2023)

An Applicable Machine Learning Model Based on Preoperative Examinations Predicts Histology, Stage, and Grade for Endometrial Cancer
por: Feng, Ying, et al.
Publicado: (2022)

Preoperative Prediction of Extramural Venous Invasion in Rectal Cancer: Comparison of the Diagnostic Efficacy of Radiomics Models and Quantitative Dynamic Contrast-Enhanced Magnetic Resonance Imaging
por: Yu, Xiangling, et al.
Publicado: (2020)

Delta-radiomics models based on multi-phase contrast-enhanced magnetic resonance imaging can preoperatively predict glypican-3-positive hepatocellular carcinoma
por: Han, Zewen, et al.
Publicado: (2023)

An artificial intelligence model for the pathological diagnosis of invasion depth and histologic grade in bladder cancer
por: Pan, Jiexin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3amsmirekfd24eekgphp85kcmb