CT texture analysis: definitions, applications, biologic correlates, and challenges
This review discusses potential oncologic and nononcologic applications of CT texture
analysis (CTTA CT texture analysis), an emerging area of “radiomics” that extracts, analyzes …
analysis (CTTA CT texture analysis), an emerging area of “radiomics” that extracts, analyzes …
Cancer overdiagnosis: a biological challenge and clinical dilemma
For cancer screening to be successful, it should primarily detect cancers with lethal potential
or their precursors early, leading to therapy that reduces mortality and morbidity. Screening …
or their precursors early, leading to therapy that reduces mortality and morbidity. Screening …
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 …
[HTML][HTML] Artificial intelligence and early detection of pancreatic cancer: 2020 summative review
Despite considerable research efforts, pancreatic cancer is associated with a dire prognosis
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches
Risk stratification (characterization) of tumors from radiology images can be more accurate
and faster with computer-aided diagnosis (CAD) tools. Tumor characterization through such …
and faster with computer-aided diagnosis (CAD) tools. Tumor characterization through such …
[HTML][HTML] Tracking tumor biology with radiomics: a systematic review utilizing a radiomics quality score
S Sanduleanu, HC Woodruff, EEC De Jong… - Radiotherapy and …, 2018 - Elsevier
Introduction: In this review we describe recent developments in the field of radiomics along
with current relevant literature linking it to tumor biology. We furthermore explore the …
with current relevant literature linking it to tumor biology. We furthermore explore the …
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 …
[HTML][HTML] Differentiating autoimmune pancreatitis from pancreatic ductal adenocarcinoma with CT radiomics features
Purpose The purpose of this study was to determine whether computed tomography (CT)-
based machine learning of radiomics features could help distinguish autoimmune …
based machine learning of radiomics features could help distinguish autoimmune …