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Characterization of hidden rules linking symptoms and selection of acupoint using an artificial neural network model

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Frontiers of Medicine 2019年第1期13卷 112-120页

作者： Won-Mo Jung In-Soo Park Ye-Seul Lee Chang-Eop Kim Hyangsook Lee Dae-Hyun Hahm Hi-Joon Park bo-hyoung jang Younbyoung Chae Department of Science in Korean Medicine Graduate SchoolKyung Hee UniversitySeoul 130-701Republic of Korea Acupuncture & Meridian Science Research Center College of Korean MedicineKyung Hee UniversitySeoul 130-701Republic of Korea Department of Physiology College of Korean MedicineGachon UniversitySeoul 131-120Republic of Korea Department of Physiology School of MedicineKyung Hee UniversitySeoul 130-701Republic of Korea Department of Preventive Medicine College of Korean MedicineKyung Hee UniversitySeoul 130-701Republic of Korea

Comprehension of the medical diagnoses of doctors and treatment of diseases is important to understand the underlying principle in selecting appropriate *** pattern recognition process that pertains to symptoms and diseases and informs acupuncture treatment in a clinical setting was explored. A total of 232 clinical records were collected using a Charting Language program. The relationship between symptom information and selected acupoints was trained using an artificial neural network (ANN). A total of 11 hidden nodes with the highest average precision score were selected through a tenfold cross-validation. Our ANN model could predict the selected acupoints based on symptom and disease information with an average precision score of 0.865 (precision, 0.911;recall, 0.811). This model is a useful tool for diagnostic classification or pattern recognition and for the prediction and modeling of acupuncture treatment based on clinical data obtained in a real-world setting. The relationship between symptoms and selected acupoints could be systematically characterized through knowledge discovery processes, such as pattern identification.

关键词： acupuncture indication neural network pattern identification prediction

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Exploratory Data Analysis Applied in Mapping Multi-element Soil Geochemical Anomalies for Drill Target Definition:A Case Study from the Unpha Layered Non-magmatic Hydrothermal Pb-Zn Deposit,DPR Korea

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Acta Geologica Sinica(English Edition) 2021年第4期95卷 1357-1365页

作者： jang Gwang-Hyok WON Hyon-Chol HWANG bo-Hyon CHOI Chol-Man Faculty of Geology Kim Il Sung UniversityPyongyangDemocratic People's Republic of Korea

A factor analysis was applied to soil geochemical data to define anomalies related to buried Pb-Zn mineralization.A favorable main factor with a strong association of the elements Zn,Cu and Pb,related to mineralization,was selected for *** median+2 MAD(median absolute deviation)method of exploratory data analysis(EDA)and C-A(concentration-area)fractal modeling were then applied to the Mahalanobis distance,as defined by Zn,Cu and Pb from the factor analysis to set the thresholds for defining multi-element *** a result,the median+2 MAD method more successfully identified the Pb-Zn mineralization than the C-A fractal *** soil anomaly identified by the median+2 MAD method on the Mahalanobis distances defined by three principal elements(Zn,Cu and Pb)rather than thirteen elements(Co,Zn,Cu,V,Mo,Ni,Cr,Mn,Pb,Ba,Sr,Zr and Ti)was the more favorable reflection of the ore *** identified soil geochemical anomalies were compared with the in situ economic Pb-Zn ore bodies for *** results showed that the median+2 MAD approach is capable of mapping both strong and weak geochemical anomalies related to buried Pb-Zn mineralization,which is therefore useful at the reconnaissance drilling stage.

关键词： factor analysis exploratory data analysis Mahalanobis distance multi-element Unpha

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Research on temperature rise of hoisting machine disk brake

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Journal of Coal Science & Engineering(China) 2012年第4期18卷 423-427页

作者： MA Jun jang Hai-bo School of Mechanical and Electrical Engineering Xuzhou Normal UniversityXuzhou 221116China

A mathematical model and finite element model for analysis of temperature rise of the hoisting machine brake sys- tem was constructed, limit conditions were defined, and the law of temperature rise of brake shoes during emergent brake course was analyzed and calculated by using finite element software. By analyzing the calculation results, the law of tempera- ture change of surface of brake disk and shoes during the braking process was found. The law of brake shoes surface tempera- ture distribution and the law of temperature change along with thickness of brake shoes at brake time 0.5 s, 1.0 s and 1.5 s was analyzed. A hoisting machine emergent braking test was carried out. Finally, the author concluded that velocity rebound in the process of hoisting machine emergent brake is due to decreased friction coefficient caused by the temperature rise of the brake shoes surface.

关键词： hoisting machine disk brake brake shoe temperature distribution finite element method

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Improving ionic conductivity of von-Alpen-type NASICON ceramic electrolytes via magnesium doping

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Journal of Advanced Ceramics 2023年第5期12卷 1058-1066页

作者： Il-Seop jang Wooseok Go bo-Ye Song Hayoung Park Yun Chan Kang Jinyoung Chun Emerging Materials R&D Division Korea Institute of Ceramic Engineering and Technology(KICET)Jinju 52851Republic of Korea Department of Materials Science and Engineering Korea UniversitySeoul 02841Republic of Korea Energy Storage and Distribution Resources Division Lawrence Berkeley National LaboratoryBerkeley 94720USA

NASICON (sodium (Na) superionic conductor) compounds have attracted considerable attention as promising solid electrolyte materials for advanced Na-based batteries. In this study, we investigated the improvement in ionic conductivities of von-Alpen-type NASICON (vA-NASICON) ceramic electrolytes by introducing a magnesium ion (Mg^(2+)) as a heterogeneous element. The optimal Mg-doped vA-NASICON exhibited a high ionic conductivity of 3.64×10^(−3) S·cm^(−1), which was almost 80% higher than that of un-doped vA-NASICON. The changes in physicochemical properties of the vA-NASICONs through the Mg introduction were systematically analyzed, and their effects on the ionic conductivities of the vA-NASICON were studied in detail. When the optimal ratio of Mg^(2+) was used in a synthetic process, the relative density (96.6%) and grain boundary ionic conductivity (σgb) were maximized, which improved the total ionic conductivity (σt) of the vA-NASICON. However, when Mg^(2+) was introduced in excess, the ionic conductivity decreased because of the formation of an undesired sodium magnesium phosphate (NaxMgyPO_(4)) secondary phase. The results of this study are expected to be effectively applied in the development of advanced sodium-based solid electrolytes with high ionic conductivities.

关键词： NASICON solid electrolyte von-Alpen-type magnesium(Mg)doping ionic conductivity

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Microstructural analysis of organic matter in shale by SAXS and WAXS methods

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Petroleum Science 2022年第3期19卷 979-989页

作者： Kou-Qi Liu Zhi-Jun Jin Lian-bo Zeng Meng-Di Sun bo Liu Ho Won jang Majid Safaei-Farouji Mohammadreza Shokouhimer Mehdi Ostadhassan Institute of Energy Peking UniversityBeijing100871China State Key Laboratory of Petroleum Resources and Prospecting China University of Petroleum(Beijing)Beijing102249China State Key Laboratory of Continental Shale Accumulation and Efficient Development Ministry of EducationNortheast Petroleum UniversityDaqingHeilongjiang 163318China Department of Materials Science and Engineering Research Institute of Advanced MaterialsSeoul National UniversitySeoul08826Republic of Korea School of Geology College of ScienceUniversity of TehranTehranIran Department of Materials Science and Engineering Seoul National UniversitySeoul08826Republic of Korea Department of Geology Ferdowsi University of MashhadMashhadIran

Characterizing the kerogen-hosted pore structures is essential to understand the adsorption,transport and storage potential in organic-rich shale *** this paper,we first separated the organic matter(kerogen)from the mineral matrix in four different shale samples of the Bakken Formation with different thermal maturities and then analyzed their chemical compositions using the wide-angle X-ray scattering(WAXS)***,we acquired small-angle X-ray scattering(SAXS)to characterize the structure of the organic matter and see how these two will *** WAXS results showed that the isolated kerogens have high purity(free of inorganic minerals)and retain different chemical ***,SAXS analysis revealed that the isolated kerogens have similar radius of gyration(R_(g))which is around 90Åand the molecules are in the compact *** on the pore size distribution analysis from the SAXS data,two main peaks were found in all of these four samples with one peak less than 40Åand the other one larger than 1000Å.Also,the TEM images revealed that Sample 1 is abundant in pores with sizes around 20 nm while Sample 2 does not have pores of that size,which agrees with the results from the pore size distribution that was obtained from the SAXS ***,this study exhibits how different analytical instruments can provide us with useful information from complex structures of geomaterials.

关键词： Isolated kerogen Bakken shale SAXS WAXS Pore structures

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Repeated ventricular bigeminy by trigeminocardiac reflex despite atropine administration during superficial upper lip surgery: A case report

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World Journal of Clinical Cases 2022年第32期10卷 11967-11973页

作者： Su-Yeon Cho bo-Hyun jang Hye-Jin Jeon Dong-Joon Kim Department of Anesthesiology and Pain Medicine Chosun University HospitalGwangju 61453South Korea

BACKGROUND The trigeminocardiac reflex(TCR)is usually caused by an increased parasympathetic tone when pressure or traction is applied to the surrounding tissue of the trigeminal ***,the inexperienced anesthesiologists may have challenges on the management of TCR *** SUMMARY This is the case of an 18-year-old woman diagnosed with hemangioma of the upper *** the operation,about 1 h after surgery started,a constant 1:1 premature ventricular complex was detected,and blood pressure was decreased when approaching the deeper part with more strong traction for exposure of the *** the management of arrhythmias,such as lidocaine and atropine,was injected,arrhythmia induced by surgical stimulation could not be eliminated *** the traction repeated,bradycardia was also repeated,despite injecting additional ***,the anesthesiologist and the surgeon decided to perform the operation only to the extent that the vascular tissue was selectively removed only at the site without the *** With TCR,anesthesiologists should perform appropriate *** addition to proper drug administration,surgeons should be consulted to cope with stopping the surgery and setting the scope of the surgery even if the site is superficial.

关键词： Trigeminocardiac reflex Bigeminy Arrhythmia Hypotension Atropine Case report

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Linear Prediction Model Based Suppression Technology for VLF Atmosphere Noise Signals

Linear Prediction Model Based Suppression Technology for VLF...

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2012 IEEE 11th International Conference on Signal Processing(ICSP 2012)

作者： jang bo WEN Dong XU Tao LIU Cuihai Department of Navigation and Communication Navy Submarine Academy

ISBN: (纸本)9781467321969

Linear prediction model based pulse suppression technology is applied to reject atmosphere noise from VLF communication signals. The relativity of the received signals is modeled with a linear prediction filter, and the decorrelation is implemented by an inverse filter. This enhances the detection of the VLF atmospheric impulse signals markedly. Simulations are carried out based on samples of actual VLF signals, and the results show that gain more than 10dB is gotten than only cutting method is adopted..

关键词： noise suppression linear prediction filter inverse filter impulse noise

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Surface-functionalized cellulose nanocrystals(CNC)and synergisms with surfactant for enhanced oil recovery in low-permeability reservoirs

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Petroleum Science 2023年第3期20卷 1572-1583页

作者： Zhe Li Wan-Li Kang Meng-Lan Li Hong-Bin Yang Tong-Yu Zhu Ying-Qi He Hai-Zhuang jang bo-bo Zhou Ji-Ting Hao Key Laboratory of Unconventional Oil&Gas Development China University of Petroleum(East China)Ministry of EducationQingdao266580ShandongPR China School of Petroleum Engineering China University of Petroleum(East China)Qingdao266580ShandongPR China

Nanocellulose,a natural polymeric nanomaterial,has attracted significant attention in enhanced oil recovery(EOR)applications due to its abundance,nanoscale,high oil-water interfacial adsorption *** this study,surface-functionalized cellulose nanocrystals(SF-CNCs)were prepared via hy-drochloric acid hydrolysis and chemical modification,with adaptable nanosize and considerable dispersion stability in low-permeability *** SF-CNCs were structurally characterized by FT-IR,Cryo-TEM,which have a diameter of 5-10 nm and a length of 100-200 *** SF-CNC dispersions possessed higher stability and stronger salt-tolerance than those of corresponding CNC dispersions,due to the strong hydrophilicity of the sulfonic acid *** was synergistically used with a non-ionic surfactant(APG1214)to formulate a combined flooding system(0.1 wt%SF-CNC+0.2 wt%APG1214).The combined flooding system exhibits strong emulsification stability,low oil-water interfacial tension of o.03 mN/m,and the ability to alter the wettability for oil-wetting ***,the combined system was_able to provide an optimum EOR efficiency of 20.2%in low-permeability cores with 30.13×10^(-3)μm^(2).*** can enlarge the sweep volume and increase the displacement efficiency ***,the newly formulated nanocellulose/surfactant combined system exhibits a remarkable EoR performance in low-permeability reservoirs.

关键词： Low-permeability reservoirs Enhanced oil recovery Cellulose nanocrystals(CNC) Surfactant Dispersion stability

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Glucocorticoid pulse therapy in an elderly patient with post-COVID-19 organizing pneumonia:A case report

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World Journal of Clinical Cases 2023年第17期11卷 4152-4158页

作者： Shinhee Park Youngeun jang So-My Koo bo Da Nam Hee-Young Yoon Division of Allergy and Pulmonary Medicine Department of Internal MedicineSoonchunhyang University Bucheon HospitalBucheon 14584South Korea Division of Allergy and Respiratory Diseases Department of Internal MedicineSoonchunhyang University Seoul HospitalSeoul 04401South Korea Department of Radiology Soonchunhyang University Seoul HospitalSeoul 04401South Korea

BACKGROUND Pulmonary fibrosis often occurs as a sequel of coronavirus disease 2019(COVID-19);however,in some cases,it can rapidly progress,similar to the acute exacerbation of interstitial lung *** are the standard treatment for severe COVID-19 pneumonia requiring oxygen supply;however,the post-COVID-19 efficacy of high-dose steroid therapy remains ***,we presented a case of an 81-year-old man who developed acute respiratory failure after COVID-19 and was treated with glucocorticoid pulse *** SUMMARY An 81-year-old man with no respiratory symptoms was admitted due to a diabetic *** had been previously treated for COVID-19 pneumonia six weeks ***,upon admission,he suddenly complained of dyspnea and required a high-flow oxygen *** simple chest radiography and computed tomography(CT)revealed diffuse ground-glass opacities and consolidation in both ***,repeated sputum tests did not identify any infectious pathogens,and initial broad-spectrum antibiotic therapy did not result in any clinical improvement with the patient having an increasing oxygen *** patient was diagnosed with post-COVID-19 organizing ***,we initiated glucocorticoid pulse therapy of 500 mg for three days followed by a tapered dose on hospital day(HD)*** three days of pulse treatment,the patient's oxygen demand *** patient was subsequently discharged on HD 41,and chest radiography and CT scans have almost normalized nine months after *** Glucocorticoid pulse therapy may be considered when the usual glucocorticoid dose is ineffective for patients with COVID-19 sequelae.

关键词： Coronavirus Glucocorticoid Lung disease Interstitial Organizing pneumonia Case report

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Three-dimensional label-free morphology of CD8+T cells as a sepsis biomarker

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Light(Science & Applications) 2023年第12期12卷 2565-2576页

作者： MinDong Sung Jong Hyun Kim Hyun-Seok Min Sooyoung jang JaeSeong Hong bo Kyu Choi JuHye Shin Kyung Soo Chung Yu Rang Park Division of Pulmonary and Critical Care Medicine Department of Internal MedicineYonsei University College of MedicineSeoulRepublic of Korea Department of Biomedical Systems Informatics Yonsei University College of MedicineSeoulRepublic of Korea Tomocube Inc155 Sinseong-roShinsung-dongYuseong-guDaejeonRepublic of Korea

Sepsis is a dysregulated immune response to infection that leads to organ dysfunction and is associated with a high incidence and mortality *** lack of reliable biomarkers for diagnosing and prognosis of sepsis is a major challenge in its *** aimed to investigate the potential of three-dimensional label-free CD8+T cell morphology as a biomarker for *** study included three-time points in the sepsis recovery cohort(N=8)and healthy controls(N=20).Morphological features and spatial distribution within cells were compared among the patients'*** developed a deep learning model to predict the diagnosis and prognosis of sepsis using the internal cell *** between the morphological features and clinical indices were *** morphological features and spatial distribution differed significantly between patients with sepsis and healthy controls and between the survival and non-survival *** model for predicting the diagnosis and prognosis of sepsis showed an area under the receiver operating characteristic curve of nearly 100%with only a few cells,and a strong correlation between the morphological features and clinical indices was *** study highlights the potential of three-dimensional label-free CD8+T cell morphology as a promising biomarker for *** approach is rapid,requires a minimum amount of blood samples,and has the potential to provide valuable information for the early diagnosis and prognosis of sepsis.

关键词： sepsis diagnosis Morphological

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