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Comparison of Machine Learning Models Using Diffusion-Weighted Images for Pathological Grade of Intrahepatic Mass-Forming Cholangiocarcinoma
Is the radiomic approach, utilizing diffusion-weighted imaging (DWI), capable of predicting the various pathological grades of intrahepatic...
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A radiomics-based interpretable model to predict the pathological grade of pancreatic neuroendocrine tumors
ObjectivesTo develop a computed tomography (CT) radiomics-based interpretable machine learning (ML) model to predict the pathological grade of...
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Clinical Effectiveness of Preoperative 18F-FDG PET/CT in Predicting Pathological Tumor Grade in Patients with Pseudomyxoma Peritonei Originating from Appendix: A Retrospective Cohort Study
BackgroundCytoreductive surgery combined with hyperthermic intraperitoneal chemotherapy is the standard treatment for patients with pseudomyxoma...
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CT-based deep learning radiomics nomogram for the prediction of pathological grade in bladder cancer: a multicenter study
BackgroundTo construct and assess a computed tomography (CT)-based deep learning radiomics nomogram (DLRN) for predicting the pathological grade of...
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MRI features for predicting the pathological grade of HCC in patients undergoing liver transplantation
BackgroundContrast-enhanced magnetic resonance imaging (MRI) plays a crucial role in the diagnosis of hepatocellular carcinoma (HCC). This study aims...
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Clinical study of centrality index in predicting the postoperative pathological nuclear grade of clear cell renal cell carcinoma
ObjectiveThis study aimed to investigate whether the centrality index score (C index) can be used to predict the histological nuclear grade of clear...
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Prognostic factors among patients with pathological Grade Group 5 prostate cancer based on robot-associated radical prostatectomy specimens from a large Japanese cohort (MSUG94)
PurposeThere are no definitive prognostic factors for patients with pathological Grade Group 5 (pGG 5) prostate cancer (PCa) undergoing...
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The role of [18F]-DCFPyL PET/MRI radiomics for pathological grade group prediction in prostate cancer
PurposeTo evaluate the diagnostic accuracy of [ 18 F]-DCFPyL PET/MRI radiomics for the prediction of pathological grade group in prostate cancer (PCa)...
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Chemokine (C–C motif) receptor 2 is associated with the pathological grade and inflammatory response in IgAN children
BackgroundChemokine (C–C motif) receptor 2 (CCR2) is involved in important physiological and pathological processes, such as inflammation and...
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WHO/ISUP grade and pathological T stage of clear cell renal cell carcinoma: value of ZOOMit diffusion kurtosis imaging and chemical exchange saturation transfer imaging
ObjectivesTo evaluate the value of ZOOMit diffusion kurtosis imaging (DKI) and chemical exchange saturation transfer (CEST) imaging in predicting...
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H3 G34-mutant high-grade gliomas: integrated clinical, imaging and pathological characterisation of a single-centre case series
BackgroundDiffuse hemispheric glioma, H3 G34-mutant, is a novel paediatric tumour type in the fifth edition of the WHO classification of CNS tumours...
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Percentage of Newly Proposed High-Grade Patterns Is Associated with Prognosis of Pathological T1-2N0M0 Lung Adenocarcinoma
ObjectiveTo evaluate the prognostic value of the percentage of high-grade patterns (micropapillary, solid, and complex glands) in early-stage lung...
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T2-fluid-attenuated inversion recovery mismatch sign in lower grade gliomas: correlation with pathological and molecular findings
After the new molecular-based classification was reported to be useful for predicting prognosis, the T2-fluid-attenuated inversion recovery (FLAIR)...
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Clinical and pathological impact of an optimal assessment of brain invasion for grade 2 meningioma diagnosis: lessons from a series of 291 cases
Brain invasion has not been recognized as a standalone criterion for atypical meningioma by the WHO classification until 2016. Since the 2007 edition...
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Correlation between CEUS LI-RADS categorization of HCC < 20 mm and clinic-pathological features
ObjectiveTo retrospectively evaluate the diagnostic performance of contrast-enhanced ultrasound (CEUS) LI-RADS in liver nodules < 20 mm at high risk...
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Overall Survival is More Closely Associated with Peritoneal than Primary Appendiceal Pathological Grade in Pseudomyxoma Peritonei with Discordant Pathology
BackgroundThe WHO classification of mucinous appendix neoplasms and pseudomyxoma peritonei (PMP) describes low- and high-grade histology and is of...
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Highly accurate and effective deep neural networks in pathological diagnosis of prostate cancer
PurposeTo established an AI system to make the pathological diagnosis of prostate cancer.
MethodsProstate histopathological whole mount (WM)...
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Clinicopathological characteristics of four major histological types of high-grade parotid carcinoma
ObjectiveHigh-grade parotid carcinoma generally has a poor prognosis, and the histological type is mucoepidermoid carcinoma (MEC), salivary duct...
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Ki-67 Index and Its Correlation with Clinical and Pathological Variables in Breast Cancer
The role of the Ki-67 index as a prognostic marker in breast cancer is controversial. This study was undertaken to assess the association of Ki-67...
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Association of sex-specific abdominal adipose tissue with WHO/ISUP grade in clear cell renal cell carcinoma
ObjectivesTo explore the association between computed tomography (CT)-measured sex-specific abdominal adipose tissue and the pathological grade of...
