Huashan Lin
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View article: Integrative radiopathomics model for predicting progression-free survival in patients with nonmetastatic nasopharyngeal carcinoma
Integrative radiopathomics model for predicting progression-free survival in patients with nonmetastatic nasopharyngeal carcinoma Open
View article: Magnetic resonance radiomics differentiates gliosarcoma from glioblastoma multiforme
Magnetic resonance radiomics differentiates gliosarcoma from glioblastoma multiforme Open
Background: Traditional radiological imaging has a limited ability to differentiate gliosarcoma (GS) from glioblastoma multiforme (GBM). The aim of this study was to develop a magnetic resonance (MR) radiomic method to preoperatively diffe…
View article: Construction and verification of a predictive model for risk factors in children with severe adenoviral pneumonia
Construction and verification of a predictive model for risk factors in children with severe adenoviral pneumonia Open
This study aimed to establish a predictive model of severe adenovirus pneumonia in children based on low-dose CT imaging and clinical features of the chest and evaluate the model.This retrospective study included 177 pediatric adenovirus p…
View article: Magnetic Resonance Imaging of Dural Sinus Malformation in a Fetus: A CaseReport
Magnetic Resonance Imaging of Dural Sinus Malformation in a Fetus: A CaseReport Open
Background:: Dural sinus malformation (DSM) is a rather rare congenital condition that can be encountered in the fetus and infants. The cause and etiology of DSM remain unclear. Obstetric ultrasound plays a key role in screening fetal brai…
View article: Application Potential of Radiomics based on the Unenhanced CT Image for theIdentification of Benign or Malignant Pulmonary Nodules
Application Potential of Radiomics based on the Unenhanced CT Image for theIdentification of Benign or Malignant Pulmonary Nodules Open
Objective:: With the rapid development in computed tomography (CT), the establishment of artificial intelligence (AI) technology and improved awareness of health in folks in the decades, it becomes easier to detect and predict pulmonary no…
View article: The value of radiomics-based CT combined with machine learning in the diagnosis of occult vertebral fractures
The value of radiomics-based CT combined with machine learning in the diagnosis of occult vertebral fractures Open
Purpose To develop and evaluate the performance of radiomics-based computed tomography (CT) combined with machine learning algorithms in detecting occult vertebral fractures (OVFs). Materials and methods 128 vertebrae including 64 with OVF…
View article: Nomogram based on clinical and preoperative CT features for predicting the early recurrence of combined hepatocellular-cholangiocarcinoma: a multicenter study
Nomogram based on clinical and preoperative CT features for predicting the early recurrence of combined hepatocellular-cholangiocarcinoma: a multicenter study Open
Purpose To establish and validate a multiparameter prediction model for early recurrence after radical resection in patients diagnosed with combined hepatocellular-cholangiocarcinoma (cHCC-CC). Materials and methods This study reviewed the…
View article: CT radiomics model for predicting the Ki-67 proliferation index of pure-solid non-small cell lung cancer: a multicenter study
CT radiomics model for predicting the Ki-67 proliferation index of pure-solid non-small cell lung cancer: a multicenter study Open
Purpose This study aimed to explore the efficacy of the computed tomography (CT) radiomics model for predicting the Ki-67 proliferation index (PI) of pure-solid non-small cell lung cancer (NSCLC). Materials and methods This retrospective s…
View article: Evaluation of iron deposition in the motor CSTC loop of a Chinese family with paroxysmal kinesigenic dyskinesia using quantitative susceptibility mapping
Evaluation of iron deposition in the motor CSTC loop of a Chinese family with paroxysmal kinesigenic dyskinesia using quantitative susceptibility mapping Open
Introduction Previous studies have revealed structural, functional, and metabolic changes in brain regions inside the cortico-striatal-thalamo-cortical (CSTC) loop in patients with paroxysmal kinesigenic dyskinesia (PKD), whereas no quanti…
View article: Can radiomics be used to detect hypoxic–ischemic encephalopathy in neonates without magnetic resonance imaging abnormalities?
Can radiomics be used to detect hypoxic–ischemic encephalopathy in neonates without magnetic resonance imaging abnormalities? Open
View article: Application of DCE-MRI radiomics signature analysis in differentiating molecular subtypes of luminal and non-luminal breast cancer
Application of DCE-MRI radiomics signature analysis in differentiating molecular subtypes of luminal and non-luminal breast cancer Open
Background The goal of this study was to develop and validate a radiomics signature based on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) preoperatively differentiating luminal and non-luminal molecular subtypes in patien…
View article: Potential Value of the Stretched Exponential and Fractional Order CalculusModel in Discriminating Between Hepatocellular Carcinoma and IntrahepaticCholangiocarcinoma: An Animal Experiment of Orthotopic Xenograft NudeMice
Potential Value of the Stretched Exponential and Fractional Order CalculusModel in Discriminating Between Hepatocellular Carcinoma and IntrahepaticCholangiocarcinoma: An Animal Experiment of Orthotopic Xenograft NudeMice Open
Background: In clinical practice, Preoperative differentiation between hepatocellular carcinoma and intrahepatic cholangiocarcinoma is challenging but critical for treatment decisions. Objective: This study investigated the discriminatory …
View article: α- and β-Genotyping of Thalassemia Patients Based on a Multimodal Liver MRI Radiomics Model: A Preliminary Study in Two Centers
α- and β-Genotyping of Thalassemia Patients Based on a Multimodal Liver MRI Radiomics Model: A Preliminary Study in Two Centers Open
Background: So far, there is no non-invasive method that can popularize the genetic testing of thalassemia (TM) patients on a large scale. The purpose of the study was to investigate the value of predicting the α- and β- genotypes of TM pa…
View article: Development and validation of a MRI-based combined radiomics nomogram for differentiation in chondrosarcoma
Development and validation of a MRI-based combined radiomics nomogram for differentiation in chondrosarcoma Open
Objective This study aims to develop and validate the performance of an unenhanced magnetic resonance imaging (MRI)-based combined radiomics nomogram for discrimination between low-grade and high-grade in chondrosarcoma. Methods A total of…
View article: Development and validation of a radiomics-based nomogram for predicting a major pathological response to neoadjuvant immunochemotherapy for patients with potentially resectable non-small cell lung cancer
Development and validation of a radiomics-based nomogram for predicting a major pathological response to neoadjuvant immunochemotherapy for patients with potentially resectable non-small cell lung cancer Open
Introduction The treatment response to neoadjuvant immunochemotherapy varies among patients with potentially resectable non-small cell lung cancers (NSCLC) and may have severe immune-related adverse effects. We are currently unable to accu…
View article: Development of MRI-based radiomics predictive model for classifying endometrial lesions
Development of MRI-based radiomics predictive model for classifying endometrial lesions Open
An unbiased and accurate diagnosis of benign and malignant endometrial lesions is essential for the gynecologist, as each type might require distinct treatment. Radiomics is a quantitative method that could facilitate deep mining of inform…
View article: A radiomics-based study of deep medullary veins in infants: Evaluation of neonatal brain injury with hypoxic-ischemic encephalopathy via susceptibility-weighted imaging
A radiomics-based study of deep medullary veins in infants: Evaluation of neonatal brain injury with hypoxic-ischemic encephalopathy via susceptibility-weighted imaging Open
Objective The deep medullary veins (DMVs) can be evaluated using susceptibility-weighted imaging (SWI). This study aimed to apply radiomic analysis of the DMVs to evaluate brain injury in neonatal patients with hypoxic-ischemic encephalopa…
View article: Radiomics based of deep medullary veins on susceptibility-weighted imaging in infants: predicting the severity of brain injury of neonates with perinatal asphyxia
Radiomics based of deep medullary veins on susceptibility-weighted imaging in infants: predicting the severity of brain injury of neonates with perinatal asphyxia Open
View article: Performance of Pretreatment MRI-Based Radiomics in Recombinant Human Endostatin Plus Concurrent Chemoradiotherapy Response Prediction in Nasopharyngeal Carcinoma: A Retrospective Study
Performance of Pretreatment MRI-Based Radiomics in Recombinant Human Endostatin Plus Concurrent Chemoradiotherapy Response Prediction in Nasopharyngeal Carcinoma: A Retrospective Study Open
Purpose To investigate the capability of an Magnetic resonance imaging (MRI) radiomics model based on pretreatment texture features in predicting the short-term efficacy of recombinant human endostatin (RHES) plus concurrent chemoradiother…
View article: Diagnostic accuracy of ultrasound-based multimodal radiomics modeling for fibrosis detection in chronic kidney disease
Diagnostic accuracy of ultrasound-based multimodal radiomics modeling for fibrosis detection in chronic kidney disease Open
Objectives To predict kidney fibrosis in patients with chronic kidney disease using radiomics of two-dimensional ultrasound (B-mode) and Sound Touch Elastography (STE) images in combination with clinical features. Methods The Mindray Reson…
View article: Prediction of therapeutic response of unresectable hepatocellular carcinoma to hepatic arterial infusion chemotherapy based on pretherapeutic MRI radiomics and Albumin-Bilirubin score
Prediction of therapeutic response of unresectable hepatocellular carcinoma to hepatic arterial infusion chemotherapy based on pretherapeutic MRI radiomics and Albumin-Bilirubin score Open
View article: The Application Value of MRI T<a:math xmlns:a="http://www.w3.org/1998/Math/MathML" id="M1"> <a:msup> <a:mrow> <a:mn>2</a:mn> </a:mrow> <a:mrow> <a:mo>∗</a:mo> </a:mrow> </a:msup> </a:math>WI Radiomics Nomogram in Discriminating Hepatocellular Carcinoma from Intrahepatic Cholangiocarcinoma
The Application Value of MRI T 2 ∗ WI Radiomics Nomogram in Discriminating Hepatocellular Carcinoma from Intrahepatic Cholangiocarcinoma Open
Objective. To establish and validate an MRI T 2 ∗ WI-based radiomics nomogram model and to discriminate hepatocellular carcinoma (HCC) from intrahepatic cholangiocarcinoma (ICCA). Methods. 174 patients were retrospectively collecte…
View article: Radiomics Based of Deep Medullary Veins on Susceptibility-Weighted Imaging in Infants: Predicting the Severity of Brain Injury of Neonates with Perinatal Asphyxia
Radiomics Based of Deep Medullary Veins on Susceptibility-Weighted Imaging in Infants: Predicting the Severity of Brain Injury of Neonates with Perinatal Asphyxia Open
Objective This study aimed to apply radiomics analysis of the change of deep medullary veins (DMV) on susceptibility-weighted imaging (SWI), and to distinguish mild hypoxic-ischemic encephalopathy (HIE) from moderate-to-severe HIE in neona…
View article: <scp>CT</scp> radiomics identifying non‐responders to neoadjuvant chemoradiotherapy among patients with locally advanced rectal cancer
<span>CT</span> radiomics identifying non‐responders to neoadjuvant chemoradiotherapy among patients with locally advanced rectal cancer Open
Background and Purpose Early detection of non‐response to neoadjuvant chemoradiotherapy (nCRT) for locally advanced colorectal cancer (LARC) remains challenging. We aimed to assess whether pretreatment radiotherapy planning computed tomogr…
View article: Can CT Radiomics Detect Acquired T790M Mutation and Predict Prognosis in Advanced Lung Adenocarcinoma With Progression After First- or Second-Generation EGFR TKIs?
Can CT Radiomics Detect Acquired T790M Mutation and Predict Prognosis in Advanced Lung Adenocarcinoma With Progression After First- or Second-Generation EGFR TKIs? Open
Objective To explore the potential of CT radiomics in detecting acquired T790M mutation and predicting prognosis in patients with advanced lung adenocarcinoma with progression after first- or second-generation epidermal growth factor recep…
View article: Construction and Verification of a Predictive Model for Risk Factors in Children With Severe Adenoviral Pneumonia
Construction and Verification of a Predictive Model for Risk Factors in Children With Severe Adenoviral Pneumonia Open
Objective To construct and validate a predictive model for risk factors in children with severe adenoviral pneumonia based on chest low-dose CT imaging and clinical features. Methods A total of 177 patients with adenoviral pneumonia who un…
View article: MRI-Based Radiomics and Urine Creatinine for the Differentiation of Renal Angiomyolipoma With Minimal Fat From Renal Cell Carcinoma: A Preliminary Study
MRI-Based Radiomics and Urine Creatinine for the Differentiation of Renal Angiomyolipoma With Minimal Fat From Renal Cell Carcinoma: A Preliminary Study Open
Objectives Standard magnetic resonance imaging (MRI) techniques are different to distinguish minimal fat angiomyolipoma (mf-AML) with minimal fat from renal cell carcinoma (RCC). Here we aimed to evaluate the diagnostic performance of MRI-…
View article: Myosteatosis can Predict Unfavorable Outcomes in Advanced Hepatocellular Carcinoma Patients Treated With Hepatic Artery Infusion Chemotherapy and Anti-PD-1 Immunotherapy
Myosteatosis can Predict Unfavorable Outcomes in Advanced Hepatocellular Carcinoma Patients Treated With Hepatic Artery Infusion Chemotherapy and Anti-PD-1 Immunotherapy Open
Aim To evaluate the feasibility of computed tomography (CT) - derived measurements of body composition parameters to predict the risk factor of non-objective response (non-OR) in patients with hepatocellular carcinoma (HCC) undergoing anti…
View article: Pre-Treatment Computed Tomography Radiomics for Predicting the Response to Neoadjuvant Chemoradiation in Locally Advanced Rectal Cancer: A Retrospective Study
Pre-Treatment Computed Tomography Radiomics for Predicting the Response to Neoadjuvant Chemoradiation in Locally Advanced Rectal Cancer: A Retrospective Study Open
Background and Purpose Computerized tomography (CT) scans are commonly performed to assist in diagnosis and treatment of locally advanced rectal cancer (LARC). This study assessed the usefulness of pretreatment CT-based radiomics for predi…
View article: Radiomics in Addition to Computed Tomography-Based Body Composition Nomogram May Improve the Prediction of Postoperative Complications in Gastric Cancer Patients
Radiomics in Addition to Computed Tomography-Based Body Composition Nomogram May Improve the Prediction of Postoperative Complications in Gastric Cancer Patients Open
Objectives: The study aimed to determine the impact of computed tomography (CT)-based body composition and radiomics nomogram on the prediction of postoperative complications in gastric cancer. Methods: The clin…