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External validation of an RSNA 2023 Abdominal Trauma AI Challenge high performing machine learning model in the detection and grading of splenic injuries on CT
External validation of an RSNA 2023 Abdominal Trauma AI Challenge high performing machine learning model in the detection and grading of splenic injuries on CT
This study aims to validate the performance of an award-winning machine learning (ML) model from the Radiological Society ...
F-FDG PET/CT volumetric parameter predicts prognosis for neuroblastoma with MYCN gain
F-FDG PET/CT volumetric parameter predicts prognosis for neuroblastoma with MYCN gain
The aim of the study was to evaluate the value of 18F-FDG PET/CT metabolic parameters in neuroblastoma (NB) with MYCN gain...
A multi-center study: development and validation of a BpMRI focused model in transition zone PI-RADS 3 and 4 lesions to detect clinically significant prostate cancer
A multi-center study: development and validation of a BpMRI focused model in transition zone PI-RADS 3 and 4 lesions to detect clinically significant prostate cancer
To develop and validate a biparametric magnetic resonance imaging(BpMRI) focused model for detecting clinically significan...
Body packing in the emergency department: a pictorial essay with common imaging findings
Body packing in the emergency department: a pictorial essay with common imaging findings
Body packing, a method used to traffic illicit drugs, primarily involves the gastrointestinal tract as a concealment route...
Preoperative radiomics models using CT and MRI for microsatellite instability in colorectal cancer: a systematic review and meta-analysis
Preoperative radiomics models using CT and MRI for microsatellite instability in colorectal cancer: a systematic review and meta-analysis
Microsatellite instability (MSI) is a novel predictive biomarker for chemotherapy and immunotherapy response, as well as p...
Intrahepatic diffuse periportal hyperintensity patterns on hepatobiliary phase of gadoxetate-enhanced MRI: a non-invasive imaging biomarker for clinical stratification of liver injury
Intrahepatic diffuse periportal hyperintensity patterns on hepatobiliary phase of gadoxetate-enhanced MRI: a non-invasive imaging biomarker for clinical stratification of liver injury
To evaluate the clinicoradiological significance of intrahepatic periportal hyperintensity (PHI) detected by gadoxetate-en...
The utility of low-dose pre-operative CT of ovarian tumor with artificial intelligence iterative reconstruction for diagnosing peritoneal invasion, lymph node and hepatic metastasis
The utility of low-dose pre-operative CT of ovarian tumor with artificial intelligence iterative reconstruction for diagnosing peritoneal invasion, lymph node and hepatic metastasis
Diagnosis of peritoneal invasion, lymph node metastasis, and hepatic metastasis is crucial in the decision-making process ...
Segmentation of renal vessels on non-enhanced CT images using deep learning models
Segmentation of renal vessels on non-enhanced CT images using deep learning models
To evaluate the possibility of performing renal vessel reconstruction on non-enhanced CT images using deep learning models...
Pictorial review of bilateral adnexal lesions
Pictorial review of bilateral adnexal lesions
Bilateral adnexal lesions involve structures such as the ovaries, fallopian tubes, and surrounding tissues, arising from d...
Low-osmolar contrast tagging in minimally cathartic CT colonography for colorectal cancer screening: an observational study
Low-osmolar contrast tagging in minimally cathartic CT colonography for colorectal cancer screening: an observational study
Adequate bowel preparation and tagging are critical in optimizing CTC performance. Iohexol has a higher safety profile tha...
A computed tomography-based radiomics prediction model for BRAF mutation status in colorectal cancer
A computed tomography-based radiomics prediction model for BRAF mutation status in colorectal cancer
The aim of this study was to develop and validate CT venous phase image-based radiomics to predict BRAF gene mutation stat...
MRI-based radiomics for differentiating high-grade from low-grade clear cell renal cell carcinoma: a systematic review and meta-analysis
MRI-based radiomics for differentiating high-grade from low-grade clear cell renal cell carcinoma: a systematic review and meta-analysis
High-grade clear cell renal cell carcinoma (ccRCC) is linked to lower survival rates and more aggressive disease progressi...
Preoperative CT-based radiomics model for predicting muscle invasion in patients with upper tract urothelial carcinoma below T3 stage
Preoperative CT-based radiomics model for predicting muscle invasion in patients with upper tract urothelial carcinoma below T3 stage
To development of a preoperative CT-based radiomics model for predicting muscle invasion in patients with upper tract urot...
Impact of a collaborative small bowel obstruction imaging and care protocol with the general surgery service on radiology workflow and resource utilization: a pilot study
Impact of a collaborative small bowel obstruction imaging and care protocol with the general surgery service on radiology workflow and resource utilization: a pilot study
Small bowel obstruction (SBO) is a common indication for diagnostic imaging, hospital admission, and surgical consultation...
Quantitative PCCT imaging in differentiating adrenal adenomas from metastases: diagnostic performance and its clinical applications
Quantitative PCCT imaging in differentiating adrenal adenomas from metastases: diagnostic performance and its clinical applications
To evaluate the potential of Photon counting CT (PCCT) -derived iodine densities and Virtual-Non-Contrast (VNC) reconstruc...
Preoperative risk assessment of invasive endometrial cancer using MRI-based radiomics: a systematic review and meta-analysis
Preoperative risk assessment of invasive endometrial cancer using MRI-based radiomics: a systematic review and meta-analysis
Image-derived machine learning (ML) is a robust and growing field in diagnostic imaging systems for both clinicians and ra...
Preoperative evaluation of MRI features and inflammatory biomarkers in predicting microvascular invasion of combined hepatocellular cholangiocarcinoma
Preoperative evaluation of MRI features and inflammatory biomarkers in predicting microvascular invasion of combined hepatocellular cholangiocarcinoma
Microvascular invasion (MVI) is a significant prognostic factor in combined hepatocellular cholangiocarcinoma (cHCC-CCA). ...
Iodine density mapping for the diagnosis of acute bowel ischemia using fast kV-switching dual-energy CT
Iodine density mapping for the diagnosis of acute bowel ischemia using fast kV-switching dual-energy CT
To evaluate the diagnostic capabilities of a supplementary color ramped iodine density map compared to virtual monoenerget...
Computed tomography radiomics identification of T1–2 and T3–4 stages of esophageal squamous cell carcinoma: two-dimensional or three-dimensional?
Computed tomography radiomics identification of T1–2 and T3–4 stages of esophageal squamous cell carcinoma: two-dimensional or three-dimensional?
To evaluate two-dimensional (2D) and three-dimensional (3D) computed tomography (CT) radiomics analysis for the T stage of...
Decoding tumor stage by peritumoral and intratumoral radiomics in resectable esophageal squamous cell carcinoma
Decoding tumor stage by peritumoral and intratumoral radiomics in resectable esophageal squamous cell carcinoma
To evaluate the potential application of radiomics in predicting Tumor-Node-Metastasis (TNM) stage in patients with resect...
Machine learning based on radiomics features combing B-mode transrectal ultrasound and contrast-enhanced ultrasound to improve peripheral zone prostate cancer detection
Machine learning based on radiomics features combing B-mode transrectal ultrasound and contrast-enhanced ultrasound to improve peripheral zone prostate cancer detection
To construct machine learning models based on radiomics features combing conventional transrectal ultrasound (B-mode) and ...
Optimal conspicuity of pancreatic ductal adenocarcinoma in virtual monochromatic imaging reconstructions on a photon-counting detector CT: comparison to conventional MDCT
Optimal conspicuity of pancreatic ductal adenocarcinoma in virtual monochromatic imaging reconstructions on a photon-counting detector CT: comparison to conventional MDCT
To analyze the conspicuity of pancreatic ductal adenocarcinoma (PDAC) in virtual monoenergetic images (VMI) on a novel pho...
Exploring the efficacy of 18F-FDG PET/CT in hepatocellular carcinoma diagnosis: role of Ki-67 index and tumor differentiation
Exploring the efficacy of 18F-FDG PET/CT in hepatocellular carcinoma diagnosis: role of Ki-67 index and tumor differentiation
The sensitivity of [18F] fluorodeoxyglucose positron emission tomography-computed tomography (18F-FDG PET/CT) for detectin...
Morphologic perfusion patterns and PI-RADSv2.1 in transition zone prostate cancer
Morphologic perfusion patterns and PI-RADSv2.1 in transition zone prostate cancer
To evaluate morphologic perfusion patterns in transition zone prostate cancer in multiparametric MRI controlled by in-bore...
DCE-MRI-based radiomics in predicting angiopoietin-2 expression in hepatocellular carcinoma
DCE-MRI-based radiomics in predicting angiopoietin-2 expression in hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is the sixth most common cancer, and the third leading cause of cancer death worldwide. Stu...
PSMA PET imaging in the diagnosis and management of prostate cancer
PSMA PET imaging in the diagnosis and management of prostate cancer
Prostate cancer is the second leading cause of cancer-related deaths in men in the United States. Imaging techniques such ...
Dynamic contrast-enhanced CT and clinical features of sarcomatoid hepatocellular carcinoma
Dynamic contrast-enhanced CT and clinical features of sarcomatoid hepatocellular carcinoma
To investigate the dynamic contrast-enhanced computed tomography (CECT) features and clinical characteristics of sarcomato...
Added value of zoomed-echo-planar imaging diffusion-weighted imaging for evaluation of periampullary carcinomas
Added value of zoomed-echo-planar imaging diffusion-weighted imaging for evaluation of periampullary carcinomas
To assess the image quality feasibility and diagnostic value of zoomed diffusion-weighted imaging (z-EPI DWI) using echo-p...
Predicting response to chemoradiotherapy in rectal cancer via visual morphologic assessment and staging on baseline MRI: a multicenter and multireader study
Predicting response to chemoradiotherapy in rectal cancer via visual morphologic assessment and staging on baseline MRI: a multicenter and multireader study
Pre-treatment knowledge of the anticipated response of rectal tumors to neoadjuvant chemoradiotherapy (CRT) could help to ...
Intraductal oncocytic papillary neoplasm of the pancreas: clinical and radiological features compared to those of intraductal papillary mucinous neoplasm
Intraductal oncocytic papillary neoplasm of the pancreas: clinical and radiological features compared to those of intraductal papillary mucinous neoplasm
This study aimed to characterize the clinical and imaging findings of intraductal oncocytic papillary neoplasm of the panc...
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