Diagnosis and detection of pancreatic cancer
Computed tomography is the first-line imaging modality for suspected pancreatic cancer.
Magnetic resonance cholangiopancreatography is a second-line modality for suspected …
Magnetic resonance cholangiopancreatography is a second-line modality for suspected …
Pancreatic adenocarcinoma staging in the era of preoperative chemotherapy and radiation therapy
M Zins, C Matos, C Cassinotto - Radiology, 2018 - pubs.rsna.org
Pancreatic ductal adenocarcinoma (PDA) remains among the most challenging
malignancies to treat. At diagnosis, the tumor often already extends beyond the confines of …
malignancies to treat. At diagnosis, the tumor often already extends beyond the confines of …
Utility of CT radiomics features in differentiation of pancreatic ductal adenocarcinoma from normal pancreatic tissue
OBJECTIVE. The objective of our study was to determine the utility of radiomics features in
differentiating CT cases of pancreatic ductal adenocarcinoma (PDAC) from normal …
differentiating CT cases of pancreatic ductal adenocarcinoma (PDAC) from normal …
Using quantitative imaging for personalized medicine in pancreatic cancer: a review of radiomics and deep learning applications
Simple Summary With a five-year survival rate of only 3% for the majority of patients,
pancreatic cancer is a global healthcare challenge. Radiomics and deep learning, two novel …
pancreatic cancer is a global healthcare challenge. Radiomics and deep learning, two novel …
Pancreas image mining: a systematic review of radiomics
Objectives To systematically review published studies on the use of radiomics of the
pancreas. Methods The search was conducted in the MEDLINE database. Human studies …
pancreas. Methods The search was conducted in the MEDLINE database. Human studies …
Computed tomography-based radiomics approach in pancreatic tumors characterization
G Karmazanovsky, I Gruzdev, V Tikhonova… - La radiologia …, 2021 - Springer
Radiomics (or texture analysis) is a new imaging analysis technique that allows calculating
the distribution of texture features of pixel and voxel values depend on the type of ROI (3D or …
the distribution of texture features of pixel and voxel values depend on the type of ROI (3D or …
Radiomics in stratification of pancreatic cystic lesions: Machine learning in action
Pancreatic cystic lesions (PCLs) are well-known precursors of pancreatic cancer. Their
diagnosis can be challenging as their behavior varies from benign to malignant disease …
diagnosis can be challenging as their behavior varies from benign to malignant disease …
Tumor heterogeneity of pancreas head cancer assessed by CT texture analysis: association with survival outcomes after curative resection
The value of image based texture features as a powerful method to predict prognosis and
assist clinical management in cancer patients has been established recently. However …
assist clinical management in cancer patients has been established recently. However …
Liver metastases in pancreatic ductal adenocarcinoma: A predictive model based on CT texture analysis
Purpose To develop a predictive model for liver metastases in patients with pancreatic
ductal adenocarcinoma (PDAC) based on textural features of the primary tumor extracted by …
ductal adenocarcinoma (PDAC) based on textural features of the primary tumor extracted by …
Pancreatic ductal adenocarcinoma: a radiomics nomogram outperforms clinical model and TNM staging for survival estimation after curative resection
T **e, X Wang, M Li, T Tong, X Yu, Z Zhou - European Radiology, 2020 - Springer
Objectives To identify a CT-based radiomics nomogram for survival prediction in patients
with resected pancreatic ductal adenocarcinoma (PDAC). Methods A total of 220 patients …
with resected pancreatic ductal adenocarcinoma (PDAC). Methods A total of 220 patients …