Search Results - "Zha, Yunfei"
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A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis
Published in The European respiratory journal (01-08-2020)“…Coronavirus disease 2019 (COVID-19) has spread globally, and medical resources become insufficient in many regions. Fast diagnosis of COVID-19 and finding…”
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Fully automatic liver segmentation combining multi-dimensional graph cut with shape information in 3D CT images
Published in Scientific reports (16-07-2018)“…Liver segmentation is an essential procedure in computer-assisted surgery, radiotherapy, and volume measurement. It is still a challenging task to extract…”
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Matrix metalloproteinase 9 expression and glioblastoma survival prediction using machine learning on digital pathological images
Published in Scientific reports (02-07-2024)“…This study aimed to apply pathomics to predict Matrix metalloproteinase 9 (MMP9) expression in glioblastoma (GBM) and investigate the underlying molecular…”
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Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography
Published in Cell (11-06-2020)“…Many COVID-19 patients infected by SARS-CoV-2 virus develop pneumonia (called novel coronavirus pneumonia, NCP) and rapidly progress to respiratory failure…”
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Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics
Published in IEEE journal of biomedical and health informatics (01-12-2020)“…Objective: The coronavirus disease 2019 (COVID-19) is rapidly spreading inside China and internationally. We aimed to construct a model integrating information…”
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Development and multicenter validation of a CT-based radiomics signature for predicting severe COVID-19 pneumonia
Published in European radiology (01-10-2021)“…Objectives To develop and validate a radiomics nomogram for timely predicting severe COVID-19 pneumonia. Materials and methods Three hundred and sixteen…”
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An integrated convolutional neural network for classifying small pulmonary solid nodules
Published in Frontiers in neuroscience (02-06-2023)“…Achieving accurate classification of benign and malignant pulmonary nodules is essential for treating some diseases. However, traditional typing methods have…”
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Altered Topological Properties of Brain Structural Covariance Networks in Patients With Cervical Spondylotic Myelopathy
Published in Frontiers in human neuroscience (04-09-2020)“…Brain structural alterations play an important role in patients with cervical spondylotic myelopathy (CSM). However, while there have been studies on regional…”
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CENP-A is a potential prognostic biomarker and correlated with immune infiltration levels in glioma patients
Published in Frontiers in genetics (29-08-2022)“…Background: Centromeric protein A ( CENP-A ), an essential protein involved in chromosomal segregation during cell division, is associated with several cancer…”
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Radiomics Analysis of Computed Tomography helps predict poor prognostic outcome in COVID-19
Published in Theranostics (01-01-2020)“…Given the rapid spread of COVID-19, an updated risk-stratify prognostic tool could help clinicians identify the high-risk patients with worse prognoses. We…”
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Torque Fault-Tolerant Hierarchical Control of 4WID Electric Vehicles Based on Improved MPC and SMC
Published in IEEE access (2023)“…The 4-wheel independent drive (4WID) electric vehicle has better safety and stability. However, the multi-motor drive system would lead to an increased fault…”
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A Radiomics Approach to Assess High Risk Carotid Plaques: A Non-invasive Imaging Biomarker, Retrospective Study
Published in Frontiers in neurology (08-03-2022)“…This study aimed to construct a radiomics-based MRI sequence from high-resolution magnetic resonance imaging (HRMRI), combined with clinical high-risk factors…”
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Integration of texture analysis based on DCE-MRI Ktrans map and metabolomics of early bone marrow microvascular changes in alloxan-induced diabetic rabbits
Published in BMC medical imaging (16-09-2024)“…Objective To evaluate early bone marrow microvascular changes in alloxan-induced diabetic rabbits using IDEAL-IQ fat quantification, texture analysis based on…”
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Evaluation of microvascular permeability of skeletal muscle and texture analysis based on DCE-MRI in alloxan-induced diabetic rabbits
Published in European radiology (01-08-2021)“…Objectives To estimate the microvascular permeability and perfusion of skeletal muscle by using quantitative dynamic contrast-enhanced magnetic resonance…”
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Microvascular permeability and texture analysis of bone marrow in diabetic rabbits with critical limb ischemia based on dynamic contrast‐enhanced magnetic resonance imaging
Published in Journal of diabetes investigation (01-05-2024)“…ABSTRACT Background Early on in the development of diabetes, skeletal muscles can exhibit microarchitectural changes that can be detected using texture…”
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Predictive Value of Temporal Muscle Thickness Measurements on Cranial Magnetic Resonance Images in the Prognosis of Patients With Primary Glioblastoma
Published in Frontiers in neurology (12-11-2020)“…Objective: To investigate the predictive value of prognosis of primary GBM patients using TMT on three-dimensional (3D) MR images of the brain. Methods: Data…”
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Lactate dehydrogenase, an independent risk factor of severe COVID-19 patients: a retrospective and observational study
Published in Aging (Albany, NY.) (24-06-2020)Get full text
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Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography
Published in Cell (03-09-2020)Get full text
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Vehicle state estimation based on extended Kalman filter and radial basis function neural networks
Published in International journal of distributed sensor networks (01-06-2022)“…To improve the reliability of vehicle state parameter estimation, a vehicle state fusion estimation method based on dichotomy is proposed. An extended Kalman…”
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Posterior reversible encephalopathy syndrome complicated with subarachnoid hemorrhage in an eclamptic pregnant patient: case report
Published in BMC neurology (03-11-2018)“…Posterior reversible encephalopathy syndrome (PRES) is a neurotoxic condition which comprises various neurological symptoms. This syndrome could be complicated…”
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