Search Results - "Wei, Shiyin"
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Automatic seismic damage identification of reinforced concrete columns from images by a region‐based deep convolutional neural network
Published in Structural control and health monitoring (01-03-2019)“…Summary This paper proposed a modified faster region‐based convolutional neural network (faster R‐CNN) for the multitype seismic damage identification and…”
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2
Condition assessment of cables by pattern recognition of vehicle-induced cable tension ratio
Published in Engineering structures (15-01-2018)“…•A machine learning-based condition assessment method for stay cables is proposed.•Tension ratio is proposed as an effective feature that reflects cable’s…”
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3
General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning
Published in Computational mechanics (01-11-2019)“…A universal rule-based self-learning approach using deep reinforcement learning (DRL) is proposed for the first time to solve nonlinear ordinary differential…”
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The State of the Art of Data Science and Engineering in Structural Health Monitoring
Published in Engineering (Beijing, China) (01-04-2019)“…Structural health monitoring (SHM) is a multi-discipline field that involves the automatic sensing of structural loads and response by means of a large number…”
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Convolutional Autoencoder-Based Damage Detection for Urban Railway Tracks Using an Ultra-Weak FBG Array Monitoring System
Published in IEEE sensors journal (15-10-2024)“…Urban railway tracks inevitably suffer damage due to the cyclic load of trains, necessitating structural health monitoring (SHM) with the primary purpose of…”
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A Robust Deep Learning-Based Damage Identification Approach for SHM Considering Missing Data
Published in Applied sciences (26-04-2023)“…Data-driven methods have shown promising results in structural health monitoring (SHM) applications. However, most of these approaches rely on the ideal…”
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7
CDC20 regulates the cell proliferation and radiosensitivity of P53 mutant HCC cells through the Bcl-2/Bax pathway
Published in International journal of biological sciences (01-01-2021)“…The incidence of hepatocellular carcinoma (HCC) is extremely high, and China accounts for approximately 50% of global liver cancer cases. Previous studies…”
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Protein Arginine Methyltransferases Refine the Classification of Clear Cell Renal Cell Carcinoma with Distinct Prognosis and Tumor Microenvironment Characteristics
Published in International journal of biological sciences (01-01-2023)“…Clear cell renal cell carcinoma (ccRCC) is an aggressive urological cancer that originates from the proximal tubular epithelium. As one of the most common…”
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Adaptive Vibration Monitoring of Railway Track Structures Using the UWFBG by the Identification of Train-Load Patterns
Published in Buildings (Basel) (01-05-2024)“…Due to the capability of multiplexing thousands of sensors on a single optical cable, ultra-weak fiber Bragg grating (UWFBG) vibration sensing technology has…”
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Integrated machine learning and bioinformatic analyses used to construct a copper-induced cell death-related classifier for prognosis and immunotherapeutic response of hepatocellular carcinoma patients
Published in Frontiers in pharmacology (17-05-2023)“…Copper as phytonutrient has powerful activity against health diseases. A newly discovered mechanism of cell death that affects energy metabolism by copper…”
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11
Single-cell RNA-seq analysis decodes the kidney microenvironment induced by polystyrene microplastics in mice receiving a high-fat diet
Published in Journal of nanobiotechnology (03-01-2024)“…In recent years, the environmental health issue of microplastics has aroused an increasingly significant concern. Some studies suggested that exposure to…”
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12
Immunogenomic Characteristics of Cell-Death-Associated Genes with Prognostic Implications in Bladder Cancer
Published in Frontiers in immunology (11-07-2022)“…Bladder cancer is one of the most common genitourinary malignant cancers worldwide. Cell death processes, including apoptosis, ferroptosis, and necrosis,…”
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Increased DNA Polymerase Epsilon Catalytic Subunit Expression Predicts Tumor Progression and Modulates Tumor Microenvironment of Hepatocellular Carcinoma
Published in Journal of Cancer (01-01-2022)“…Liver hepatocellular carcinoma (HCC) is one of the most common cancers worldwide, and POLE, playing an important role in maintaining genetic stability, is…”
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Transcriptome Profiles Reveal a 12-Signature Metabolic Prediction Model and a Novel Role of Myo-Inositol Oxygenase in the Progression of Prostate Cancer
Published in Frontiers in oncology (20-05-2022)“…Prostate adenocarcinoma (PRAD) is an extremely common type of cancer in the urinary system. Here, we aimed to establish a metabolic signature to identify novel…”
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Tumor microenvironment-based signatures distinguish intratumoral heterogeneity, prognosis, and immunogenomic features of clear cell renal cell carcinoma
Published in Journal of the National Cancer Center (01-09-2023)“…The tumor microenvironment (TME) performs a crucial function in the tumorigenesis and response to immunotherapies of clear cell renal cell carcinoma (ccRCC)…”
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Protumorigenic Role of Elevated Levels of DNA Polymerase Epsilon Predicts an Immune-Suppressive Microenvironment in Clear Cell Renal Cell Carcinoma
Published in Frontiers in genetics (07-12-2021)“…Increasing evidence indicates that DNA polymerase epsilon (POLE), which mediates DNA damage repair, is significantly associated with tumor prognosis. This…”
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Deciphering the role of miR-187-3p/LRFN1 axis in modulating progression, aerobic glycolysis and immune microenvironment of clear cell renal cell carcinoma
Published in Discover. Oncology (07-07-2022)“…Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant genitourinary cancers with high recurrence risk worldwide. Recently, multi-omics…”
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Bioinformatic analyzes and validation of cystathionine gamma-lyase as a prognostic biomarker and related to immune infiltrates in hepatocellular carcinoma
Published in Heliyon (01-05-2023)“…The role of cystathionine γ-lyase (CTH) in the prognosis and immune invasion of hepatocellular carcinoma (HCC) remains poorly understood. In this study, the…”
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Unveiling the impact of tertiary lymphoid structures on immunotherapeutic responses of clear cell renal cell carcinoma
Published in MedComm (2020) (01-01-2024)“…Tertiary lymphoid structures (TLS) are organized aggregates of immune cells that form under pathological conditions. However, the predictive value of TLS in…”
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Prognostic Immunophenotyping Clusters of Clear Cell Renal Cell Carcinoma Defined by the Unique Tumor Immune Microenvironment
Published in Frontiers in cell and developmental biology (06-12-2021)“…The tumor microenvironment affects the occurrence and development of cancers, including clear cell renal cell carcinoma (ccRCC). However, how the immune…”
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