Search Results - "Xinyuan, Chen"
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A feasibility study on an automated method to generate patient‐specific dose distributions for radiotherapy using deep learning
Published in Medical physics (Lancaster) (01-01-2019)“…Purpose To develop a method for predicting optimal dose distributions, given the planning image and segmented anatomy, by applying deep learning techniques to…”
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Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer
Published in IEEE transactions on image processing (01-02-2019)“…Style transfer describes the rendering of an image's semantic content as different artistic styles. Recently, generative adversarial networks (GANs) have…”
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Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images
Published in Frontiers in oncology (20-12-2017)“…Radiotherapy is one of the main treatment methods for nasopharyngeal carcinoma (NPC). It requires exact delineation of the nasopharynx gross tumor volume…”
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4
EEG spectral analysis in insomnia disorder: A systematic review and meta-analysis
Published in Sleep medicine reviews (01-10-2021)“…Insomnia disorder (ID) has become the second-most common mental disorder. Despite burgeoning evidence for increased high-frequency electroencephalography (EEG)…”
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Deacetylation of serine hydroxymethyl-transferase 2 by SIRT3 promotes colorectal carcinogenesis
Published in Nature communications (26-10-2018)“…The conversion of serine and glycine that is accomplished by serine hydroxymethyltransferase 2 (SHMT2) in mitochondria is significantly upregulated in various…”
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Internal Leakage Diagnosis of a Hydraulic Cylinder Based on Optimization DBN Using the CEEMDAN Technique
Published in Shock and vibration (2021)“…Internal leakage diagnosis in a hydraulic cylinder is a key technique for the maintenance of hydraulic systems. However, it is difficult to diagnose the…”
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Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis
Published in Frontiers in oncology (12-04-2019)“…Radiation pneumonitis (RP) is one of the major toxicities of thoracic radiation therapy. RP incidence has been proven to be closely associated with the…”
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Augmentation of vaccine-induced humoral and cellular immunity by a physical radiofrequency adjuvant
Published in Nature communications (12-09-2018)“…Protein/subunit vaccines often require external adjuvants to induce protective immunity. Due to the safety concern of chemical adjuvants, physical adjuvants…”
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Hsa_circ_0058124 promotes papillary thyroid cancer tumorigenesis and invasiveness through the NOTCH3/GATAD2A axis
Published in Journal of experimental & clinical cancer research (19-07-2019)“…Despite a good and overall prognosis, papillary thyroid cancer (PTC) can still affect the quality of life of many patients, and can even be life-threatening…”
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Modeling and Experimental Study for Online Measurement of Hydraulic Cylinder Micro Leakage Based on Convolutional Neural Network
Published in Sensors (Basel, Switzerland) (09-05-2019)“…Internal leakage is the most common failure of hydraulic cylinder; when it increases, it decreases volumetric efficiency, pressure and speed of the hydraulic…”
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Fully automatic and robust segmentation of the clinical target volume for radiotherapy of breast cancer using big data and deep learning
Published in Physica medica (01-06-2018)“…•An auto-segmentation method for breast cancer radiotherapy was proposed.•It used big data and a very deep neural network.•It could improve the consistency and…”
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12
Reproducibility of power spectrum, functional connectivity and network construction in resting-state EEG
Published in Journal of neuroscience methods (15-01-2021)“…•The reproducibility of eyes-closed was slightly higher than that of eyes-open.•The relative power was more repeatable than the absolute power.•The…”
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13
Field investigations of high stress soft surrounding rocks and deformation control
Published in Journal of Rock Mechanics and Geotechnical Engineering (01-08-2015)“…Field investigations of high stress soft rock deformations show that the high stress soft rock roadway can slide with large deformation. Severe extrusion and…”
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14
Model on empirically calibrating stochastic traffic flow fundamental diagram
Published in Communications in transportation research (01-12-2021)“…This paper addresses two shortcomings of the data-driven stochastic fundamental diagram for freeway traffic. The first shortcoming is related to the…”
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15
Meshing principle and geometry of tooth profile for offset enveloping cylindrical worm drive
Published in Mechanism and machine theory (01-02-2023)“…•A novel type of offset worm drive is proposed, whose worm can be ground.•The complete meshing theory and geometry of tooth profile are established.•The…”
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16
CpG 1018 Is an Effective Adjuvant for Influenza Nucleoprotein
Published in Vaccines (Basel) (01-03-2023)“…Current influenza vaccines mainly induce neutralizing antibodies against the highly variable surface antigen hemagglutinin and require annual manufacturing and…”
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Protocol for preparing murine tissue for comparative proteomics study of vaccine adjuvant mechanisms
Published in STAR protocols (15-09-2023)“…Understanding the mechanisms of action of adjuvants at the tissue level is crucial to the development of more potent and safer versions for human use…”
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Evaluation of Automatic Segmentation Model With Dosimetric Metrics for Radiotherapy of Esophageal Cancer
Published in Frontiers in oncology (29-09-2020)“…Background and Purpose: Automatic segmentation model is proven to be efficient in delineation of organs at risk (OARs) in radiotherapy; its performance is…”
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CNN-Based Quality Assurance for Automatic Segmentation of Breast Cancer in Radiotherapy
Published in Frontiers in oncology (28-04-2020)“…More and more automatic segmentation tools are being introduced in routine clinical practice. However, physicians need to spend a considerable amount of time…”
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Novel role for non-invasive neuromodulation techniques in central respiratory dysfunction
Published in Frontiers in neuroscience (23-08-2023)“…Respiration is a crucial steady-state function of human life. Central nervous system injury can damage the central respiratory pattern generator (CRPG) or…”
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