0000000000424611

AUTHOR

Ying Wei

showing 3 related works from this author

Preoperative CT-Based Deep Learning Model for Predicting Risk Stratification in Patients With Gastrointestinal Stromal Tumors.

2021

ObjectiveTo develop and evaluate a deep learning model (DLM) for predicting the risk stratification of gastrointestinal stromal tumors (GISTs).MethodsPreoperative contrast-enhanced CT images of 733 patients with GISTs were retrospectively obtained from two centers between January 2011 and June 2020. The datasets were split into training (n = 241), testing (n = 104), and external validation cohorts (n = 388). A DLM for predicting the risk stratification of GISTs was developed using a convolutional neural network and evaluated in the testing and external validation cohorts. The performance of the DLM was compared with that of radiomics model by using the area under the receiver operating char…

Cancer Researchmedicine.medical_specialtyReceiver operating characteristicbusiness.industryDeep learningClass activation mappingNeoplasms. Tumors. Oncology. Including cancer and carcinogensrisk assessmentdeep learningX-ray computedtomographyConfidence intervalprediction modelgastrointestinal stromal tumorsOncologyRisk stratificationCohortMedicineIn patientRadiologyArtificial intelligencebusinessRisk assessmentRC254-282Original ResearchFrontiers in oncology
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Correction to: Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study (Intensive…

2021

The original version of this article unfortunately contained a mistake. The members of the ESICM Trials Group Collaborators were not shown in the article but only in the ESM. The full list of collaborators is shown below. The original article has been corrected.

pressure ulcerintensive care
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PSD3 downregulation confers protection against fatty liver disease

2022

Fatty liver disease (FLD) is a growing health issue with burdening unmet clinical needs. FLD has a genetic component but, despite the common variants already identified, there is still a missing heritability component. Using a candidate gene approach, we identify a locus (rs71519934) at the Pleckstrin and Sec7 domain-containing 3 (PSD3) gene resulting in a leucine to threonine substitution at position 186 of the protein (L186T) that reduces susceptibility to the entire spectrum of FLD in individuals at risk. PSD3 downregulation by short interfering RNA reduces intracellular lipid content in primary human hepatocytes cultured in two and three dimensions, and in human and rodent hepatoma cell…

GenotypeEndocrinology Diabetes and MetabolismVARIANTSUSCEPTIBILITYPolymorphism Single NucleotideArticleCell LineMiceRibonucleasesPhysiology (medical)Internal MedicineAnimalsGuanine Nucleotide Exchange FactorsHumansRNA-SeqAllelesNon-alcoholic steatohepatitisNONALCOHOLIC STEATOHEPATITISHERITABILITYGene Expression ProfilingfungiNASHGenetic VariationCell BiologyMetabolic syndromeFatty LiverMetabolismGene Expression RegulationLiverEXOME-WIDE ASSOCIATION3121 General medicine internal medicine and other clinical medicineACIDHepatocytesSECRETIONDisease SusceptibilityVLDLBiomarkersTRIGLYCERIDESNon-alcoholic fatty liver disease
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