Cargando…

Radiomics Model Based on MR Images to Discriminate Pancreatic Ductal Adenocarcinoma and Mass-Forming Chronic Pancreatitis Lesions

BACKGROUND: It is difficult to identify pancreatic ductal adenocarcinoma (PDAC) and mass-forming chronic pancreatitis (MFCP) lesions through conventional CT or MR examination. As an innovative image analysis method, radiomics may possess potential clinical value in identifying PDAC and MFCP. To deve...

Descripción completa

Detalles Bibliográficos
Autores principales:	Deng, Yan, Ming, Bing, Zhou, Ting, Wu, Jia-long, Chen, Yong, Liu, Pei, Zhang, Ju, Zhang, Shi-yong, Chen, Tian-wu, Zhang, Xiao-Ming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025779/ https://www.ncbi.nlm.nih.gov/pubmed/33842325 http://dx.doi.org/10.3389/fonc.2021.620981

Ejemplares similares

Clinical Features and Computed Tomography Radiomics-Based Model for Predicting Pancreatic Ductal Adenocarcinoma and Focal Mass-Forming Pancreatitis
por: Ye, Yingjian, et al.
Publicado: (2023)

Mass-forming pancreatitis versus pancreatic ductal adenocarcinoma: CT and MR imaging for differentiation
por: Schima, Wolfgang, et al.
Publicado: (2020)

Development and validation of an MRI-radiomics nomogram for the prognosis of pancreatic ductal adenocarcinoma
por: Xu, Xinsen, et al.
Publicado: (2023)

Radiomics models based on multi-sequence MRI for preoperative evaluation of MUC4 status in pancreatic ductal adenocarcinoma: a preliminary study
por: Deng, Yan, et al.
Publicado: (2022)

Prognostic Value of CT Radiomic Features in Resectable Pancreatic Ductal Adenocarcinoma
por: Khalvati, Farzad, et al.
Publicado: (2019)

Differentiation of chronic mass-forming pancreatitis from pancreatic ductal adenocarcinoma using contrast-enhanced computed tomography
por: Ren, Shuai, et al.
Publicado: (2019)

A CT based radiomics nomogram for differentiation between focal-type autoimmune pancreatitis and pancreatic ductal adenocarcinoma
por: Lu, Jia, et al.
Publicado: (2023)

Comparison of Radiomic Features in a Diverse Cohort of Patients With Pancreatic Ductal Adenocarcinomas
por: Permuth, Jennifer B., et al.
Publicado: (2021)

Advances in the Early Diagnosis of Pancreatic Ductal Adenocarcinoma and Premalignant Pancreatic Lesions
por: Yamada, Reiko, et al.
Publicado: (2023)

A Radiomics Nomogram for the Preoperative Prediction of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
por: Gao, Jiahao, et al.
Publicado: (2020)

Distinct pathophysiological cytokine profiles for discrimination between autoimmune pancreatitis, chronic pancreatitis, and pancreatic ductal adenocarcinoma
por: Ghassem-Zadeh, Sahar, et al.
Publicado: (2017)

Evaluation of Texture Analysis for the Differential Diagnosis of Mass-Forming Pancreatitis From Pancreatic Ductal Adenocarcinoma on Contrast-Enhanced CT Images
por: Ren, Shuai, et al.
Publicado: (2019)

Computed Tomography-Based Radiomics Signature for the Preoperative Differentiation of Pancreatic Adenosquamous Carcinoma From Pancreatic Ductal Adenocarcinoma
por: Ren, Shuai, et al.
Publicado: (2020)

Relationship Between Radiomics and Risk of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
por: Bian, Yun, et al.
Publicado: (2019)

Radiomics nomogram for the preoperative prediction of lymph node metastasis in pancreatic ductal adenocarcinoma
por: Bian, Yun, et al.
Publicado: (2022)

Radiomics-Assisted Presurgical Prediction for Surgical Portal Vein-Superior Mesenteric Vein Invasion in Pancreatic Ductal Adenocarcinoma
por: Chen, Fangming, et al.
Publicado: (2020)

Multimodel magnetic resonance imaging of mass-forming autoimmune pancreatitis: differential diagnosis with pancreatic ductal adenocarcinoma
por: Jia, Huihui, et al.
Publicado: (2021)

Preoperative Prediction of Lymph Node Metastasis of Pancreatic Ductal Adenocarcinoma Based on a Radiomics Nomogram of Dual-Parametric MRI Imaging
por: Shi, Lin, et al.
Publicado: (2022)

MRI Feature-Based Nomogram Model for Discrimination Between Non-Hypervascular Pancreatic Neuroendocrine Tumors and Pancreatic Ductal Adenocarcinomas
por: Xu, Jiake, et al.
Publicado: (2022)

MicroRNAs as Indicators of Malignancy in Pancreatic Ductal Adenocarcinoma (PDAC) and Cystic Pancreatic Lesions
por: Prinz, Christian, et al.
Publicado: (2022)

Seven-Signal Proteomic Signature for Detection of Operable Pancreatic Ductal Adenocarcinoma and Their Discrimination from Autoimmune Pancreatitis
por: Yanagisawa, Kiyoshi, et al.
Publicado: (2012)

Development and validation of a radiomics model of magnetic resonance for predicting liver metastasis in resectable pancreatic ductal adenocarcinoma patients
por: Huang, Yuzhou, et al.
Publicado: (2023)

Pancreatic Ductal Adenocarcinoma Associated with Autoimmune Pancreatitis
por: Pezzilli, Raffaele, et al.
Publicado: (2011)

Pancreatic and duodenal homeobox-1 in pancreatic ductal adenocarcinoma and diabetes mellitus
por: Tang, Zhen-Chu, et al.
Publicado: (2020)

Proteome alterations in pancreatic ductal adenocarcinoma
por: Pan, Sheng, et al.
Publicado: (2020)

Non-enhanced magnetic resonance imaging-based radiomics model for the differentiation of pancreatic adenosquamous carcinoma from pancreatic ductal adenocarcinoma
por: Li, Qi, et al.
Publicado: (2023)

Contrast-enhanced CT radiomics for predicting lymph node metastasis in pancreatic ductal adenocarcinoma: a pilot study
por: Li, Ke, et al.
Publicado: (2020)

Mimics of pancreatic ductal adenocarcinoma
por: Al-Hawary, Mahmoud M., et al.
Publicado: (2013)

Pancreatic ductal adenocarcinoma staging
por: Al-Hawary, Mahmoud M., et al.
Publicado: (2013)

Syndecans and Pancreatic Ductal Adenocarcinoma
por: Betriu, Nausika, et al.
Publicado: (2021)

Models of pancreatic ductal adenocarcinoma
por: Dennaoui, Rayane, et al.
Publicado: (2021)

Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis
por: Tong, Tong, et al.
Publicado: (2022)

CT-measured body composition radiomics predict lymph node metastasis in localized pancreatic ductal adenocarcinoma
por: Gu, Qianbiao, et al.
Publicado: (2023)

Biomarker Panel for the Diagnosis of Pancreatic Ductal Adenocarcinoma
por: Kim, Hongbeom, et al.
Publicado: (2020)

Differentiating TP53 Mutation Status in Pancreatic Ductal Adenocarcinoma Using Multiparametric MRI-Derived Radiomics
por: Gao, Jing, et al.
Publicado: (2021)

Prognostic Significance of Maspin in Pancreatic Ductal Adenocarcinoma
por: Lim, Yun Jeong, et al.
Publicado: (2004)

CT Radiomics and Machine-Learning Models for Predicting Tumor-Stroma Ratio in Patients With Pancreatic Ductal Adenocarcinoma
por: Meng, Yinghao, et al.
Publicado: (2021)

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

The coagulation-related genes for prognosis and tumor microenvironment in pancreatic ductal adenocarcinoma
por: Wang, Di, et al.
Publicado: (2023)

Oral mycobiota and pancreatic ductal adenocarcinoma
por: Wei, Ailin, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_gvhp7lr6q1bia2jrru7k8jsc4a