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Study on Clinical Thinking of Traditional Chinese Medicine Based on Wang Yongyan's MedicalRecord Information System
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作者 Jun-Yu Wei Chao Zhou +1 位作者 Ze-Wang Liu Zhong Wang 《TMR Theory and Hypothesis》 2018年第2期34-39,共6页
Medical record information system engineering technology is used to set professor Wang Yongyan5s medical record as the master system, and model the disease, syndrome, treatment and prescription. According to the exper... Medical record information system engineering technology is used to set professor Wang Yongyan5s medical record as the master system, and model the disease, syndrome, treatment and prescription. According to the experience of doctors, we will combine them according to the procedure of "problem-solution", to study Professor Wang's treatment experience and his clinical thinking. 展开更多
关键词 Medical record information system Wang Yongyan Medical case clinical thinking
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Epidemiological, Clinical, and Therapeutic Characteristics of Acute Appendicitis at the Reference Health Center in Commune I of the District of Bamako Mali
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作者 Cheickna Tounkara Hamidou Samake +8 位作者 Daye Kaloga Bagayoko Barthélémy Poudiougou Modibo Togola Sékou Koumare Bakary Tientigui Dembele Alhassane Traore Pierre Adégné Togo Lassana Kante Zimogo Zié Sanogo 《Surgical Science》 2023年第10期637-645,共9页
Acute appendicitis is the most common abdominal surgical emergency. This work is a prospective study from January 2012 to December to analyze the epidemiological, clinical and therapeutic aspects of acute appendicitis... Acute appendicitis is the most common abdominal surgical emergency. This work is a prospective study from January 2012 to December to analyze the epidemiological, clinical and therapeutic aspects of acute appendicitis in the Cs ref of commune I of the district of Bamako and the results obtained were then compared with those reported in other countries. Our study included 72 patients. The appendectomy surgical specimens were the subject of an anatomical pathology study at Point G University Hospital in Bamako in Mali, 1.4% of cases of which were healthy. All our operated patients received antibiotics (mono or dual antibiotics) with a post-operative hospitalization duration of 1.5 (36 hours) days on average. We recorded 6 complications such as parietal suppuration, i.e. 8.33% of cases. No 5th day syndrome or late complications were noted. The average length of hospitalization was 36 hours. Abdominal ultrasound;used as an additional examination was carried out in 55 of our patients or 76.39% of cases. We have not recorded any deaths. Raising awareness among patients about the dangers of complications motivated patients to undergo surgery as soon as possible. 展开更多
关键词 Acute Appendicitis Epidemiology clinic and Therapy Surgery Csref ci MALI
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Establishing minimum clinically important difference values for the Patient-Reported Outcomes Measurement Information System Physical Function, hip disability and osteoarthritis outcome score for joint reconstruction, and knee injury and osteoarthritis out 被引量:3
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作者 Man Hung Jerry Bounsanga +1 位作者 Maren W Voss Charles L Saltzman 《World Journal of Orthopedics》 2018年第3期41-49,共9页
AIM To establish minimum clinically important difference(MCID) for measurements in an orthopaedic patient population with joint disorders.METHODS Adult patients aged 18 years and older seeking care for joint condition... AIM To establish minimum clinically important difference(MCID) for measurements in an orthopaedic patient population with joint disorders.METHODS Adult patients aged 18 years and older seeking care for joint conditions at an orthopaedic clinic took the Patient-Reported Outcomes Measurement Information System Physical Function(PROMIS~? PF) computerized adaptive test(CAT), hip disability and osteoarthritis outcome score for joint reconstruction(HOOS JR), and the knee injury and osteoarthritis outcome score for joint reconstruction(KOOS JR) from February 2014 to April 2017. MCIDs were calculated using anchorbased and distribution-based methods. Patient reports of meaningful change in function since their first clinic encounter were used as an anchor.RESULTS There were 2226 patients who participated with a mean age of 61.16(SD = 12.84) years, 41.6% male, and 89.7% Caucasian. Mean change ranged from 7.29 to 8.41 for the PROMIS~? PF CAT, from 14.81 to 19.68 for the HOOS JR, and from 14.51 to 18.85 for the KOOS JR. ROC cut-offs ranged from 1.97-8.18 for the PF CAT, 6.33-43.36 for the HOOS JR, and 2.21-8.16 for the KOOS JR. Distribution-based methods estimated MCID values ranging from 2.45 to 21.55 for the PROMIS~? PF CAT; from 3.90 to 43.61 for the HOOS JR, and from 3.98 to 40.67 for the KOOS JR. The median MCID value in the range was similar to the mean change score for each measure and was 7.9 for the PF CAT, 18.0 for the HOOS JR, and 15.1 for the KOOS JR.CONCLUSION This is the first comprehensive study providing a wide range of MCIDs for the PROMIS? PF, HOOS JR, and KOOS JR in orthopaedic patients with joint ailments. 展开更多
关键词 Hhip DISABILITY and OSTEOARTHRITIS OUTCOME SCORE for JOINT reconstruction Patient-Reported OUTCOMES Measurement information System Physical Function Knee injury and OSTEOARTHRITIS OUTCOME SCORE for JOINT reconstruction Minimum clinically important difference JOINT Physical function Minimum detectable change Arthroplasty Orthopaedics clinical OUTCOMES
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Clinical decision support for drug related events: Moving towards better prevention 被引量:2
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作者 Sandra L Kane-Gill Archita Achanta +1 位作者 John A Kellum Steven M Handler 《World Journal of Critical Care Medicine》 2016年第4期204-211,共8页
Clinical decision support(CDS) systems with automated alerts integrated into electronic medical records demonstrate efficacy for detecting medication errors(ME) and adverse drug events(ADEs). Critically ill patients a... Clinical decision support(CDS) systems with automated alerts integrated into electronic medical records demonstrate efficacy for detecting medication errors(ME) and adverse drug events(ADEs). Critically ill patients are at increased risk for ME, ADEs and serious negative outcomes related to these events. Capitalizing on CDS to detect ME and prevent adverse drug related events has the potential to improve patient outcomes. The key to an effective medication safety surveillance system incorporating CDS is advancing the signals for alerts by using trajectory analyses to predict clinical events, instead of waiting for these events to occur. Additionally, incorporating cutting-edge biomarkers into alert knowledge in an effort to identify the need to adjust medication therapy portending harm will advance the current state of CDS. CDS can be taken a step further to identify drug related physiological events, which are less commonly included in surveillance systems. Predictive models for adverse events that combine patient factors with laboratory values and biomarkers are being established and these models can be the foundation for individualized CDS alerts to prevent impending ADEs. 展开更多
关键词 Drug-related side effects and ADVERSE reactions DEcisION support SYSTEMS clinical Medication errors Patient safety clinical pharmacy information SYSTEMS Intensive CARE units Critical CARE ADVERSE DRUG event clinical DEcisION support SYSTEMS
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On information field of clinical diagnosis 被引量:1
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作者 曹茂开 《Journal of Medical Colleges of PLA(China)》 CAS 2003年第6期377-379,共3页
“Field” is a universal phenomenon existing in both nature and society, and determines the existence and significance of all materials or information. The man being has always been generating and carrying a large qua... “Field” is a universal phenomenon existing in both nature and society, and determines the existence and significance of all materials or information. The man being has always been generating and carrying a large quantity of life information in his whole life. Each piece of life information has an independent information field. The life information field includes such three subfields as bioinformation field, psychoinformation field and psycho-bioinformation field. The clinical diagnosis information field which is a specific information field within the information field of human activities consists of all information concerning man’s health. Only after we have cognized and ascertained the clinic diagnosis information field, can we accurately utilize its function to serve the human being. 展开更多
关键词 field information field clinical diagnosis information field functions and characteristics
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Psychological and social aspects of infertility in men: an overview of the evidence and implications for psychologically informed clinical care and future research 被引量:20
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作者 Jane RW Fisher Karin Hammarberg 《Asian Journal of Andrology》 SCIE CAS CSCD 2012年第1期121-129,179,共10页
Research concerning the psychosocial aspects of infertility and infertility treatment focuses more often on women than men. The aim of this review was to synthesize the English-language evidence related to the psychol... Research concerning the psychosocial aspects of infertility and infertility treatment focuses more often on women than men. The aim of this review was to synthesize the English-language evidence related to the psychological and social aspects of infertility in men and discuss the implications of these reports for clinical care and future research. A structured search identified 73 studies that reported data concerning the desire for fatherhood and the psychological and social aspects of diagnosis, assisted reproductive technology (ART) treatment and unsuccessful treatment among men with fertility difficulties. The studies are diverse in conceptualisation, design, setting and data collection, but the findings were reasonably consistent. These studies indicated that fertile and infertile childless men of reproductive age have desires to experience parenthood that are similar to those of their female counterparts; in addition, diagnosis and initiation of treatment are associated with elevated infertility-specific anxiety, and unsuccessful treatment can lead to a state of lasting sadness. However, rates of clinically significant mental health problems among this patient population are no higher than in the general population. Infertile men who are socially isolated, have an avoidant coping style and appraise stressful events as overwhelming, are more vulnerable to severe anxiety than men without these characteristics. Men prefer oral to written treatment information and prefer to receive emotional support from infertility clinicians rather than from mental health professionals, self-help support groups or friends. Nevertheless, structured, facilitated psycho-educational groups that are didactic but permit informal sharing of experiences might be beneficial. There are gaps in knowledge about factors governing seeking, persisting with and deciding to cease treatment; experiences of invasive procedures; parenting after assisted conception; adoption and infertility-related grief and shame among men. Few resource-constrained countries have any data concerning male experiences of infertility. 展开更多
关键词 assisted reproductive technologies male infertility psychologically-informed clinical care psychosocial aspects
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Problems and Instruction Needed in Relation to Nursing Students’ Handling of Patient Information—From a Survey of Nurses Coordinating Clinical Practicums in Japan
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作者 Mikiko Natsume 《Open Journal of Nursing》 2018年第3期221-233,共13页
The purpose of this study was to clarify and consider the instruction that is needed in relation to nursing students’ handling of patient information, as felt by the people in charge of student clinical practicums in... The purpose of this study was to clarify and consider the instruction that is needed in relation to nursing students’ handling of patient information, as felt by the people in charge of student clinical practicums in hospitals. Semi-structured interviews were conducted with 7 people in charge of organizing practicums at hospitals where they are carried out. These subjects were asked about problems they had experienced in relation to nursing students’ handling of patient information and the instruction that is needed so that problems related to nursing students’ handling of information do not occur. Various problems were shown to occur in relation to nursing students’ handling of patient information, such as handling the information outside of the practicum setting. Many students receive no instruction with regard to the ethics of handling patient information in their classroom work, and their awareness regarding information is cannot be considered high, indicating the need for more consistent and reliable education in this area. The findings also suggest that instruction is needed with regard to the handling of sensitive information in accordance with the circumstances of individual patients. 展开更多
关键词 NURSING STUDENT information PRIVACY clinical PRACTICUM
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Using Geographic Information Systems (GIS) for Targeted National Recruitment of Community-Dwelling Caregivers Managing Dementia-Related Behavioral and Psychological Symptoms: A Recruitment Approach for a Randomized Clinical Trial
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作者 Danny L. Scerpella Nicole G. Bouranis +5 位作者 Melinda J. Webster Maria Dellapina Sokha Koeuth Lauren J. Parker Helen C. Kales Laura N. Gitlin 《Journal of Geographic Information System》 2021年第3期302-317,共16页
Over 16 million caregivers of people living with dementia require support in a range of issues, including self-care, disease education, and guidance for how to manage behavioral and psychological symptoms of dementia ... Over 16 million caregivers of people living with dementia require support in a range of issues, including self-care, disease education, and guidance for how to manage behavioral and psychological symptoms of dementia (BPSD). Non-pharmacological interventions are needed to address these areas, and online applications have been shown to be safe and effective. To ensure the efficacy of such interventions, racially, ethnically, geographically, and socioeconomically diverse participants must be recruited to increase the generalizability of study outcomes. This protocol paper describes a recruitment plan using Geographic Information Systems (GIS) to reach a representative sample of caregivers across the United States for a national Phase III clinical study. Using publicly available census data from the American Community Survey (ACS), combined with location data for local aging resources such as Area Agencies on Aging (AAA), recruitment will be derived from data analysis conducted in ESRI ArcGIS v10.7.1. Datasets including age, gender, income, and education will be assessed nationally at the county and census tract spatial scale in a nine-step process to develop recruitment priority areas containing high concentrations of eligible participants living in the community. Overall, the current protocol will demonstrate the value of GIS in tailoring targeted outreach strategies to recruit community-dwelling populations through local resource institutions. This novel approach may have far-reaching implications in future recruitment initiatives and help to secure racially/ethnically diverse samples. 展开更多
关键词 Geographic information Systems RECRUITMENT clinical Trial GIS Dementia or Caregiving
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How Well Informed of Participants in Clinical Trials: A Case Study of China
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作者 Yutong Jiang Zhifan Huang +4 位作者 Lei Chen Yukang Cui Hong Zhu Tongjun Shi Zaixiang Tan 《International Journal of Clinical Medicine》 2022年第4期167-179,共13页
Background: With the development of globalization, the rising cost of clinical trials in Europe and the United States, and the huge drug consumption market in developing countries, multinational pharmaceutical giants ... Background: With the development of globalization, the rising cost of clinical trials in Europe and the United States, and the huge drug consumption market in developing countries, multinational pharmaceutical giants have set their sights on emerging developing countries. As a leader in developing countries, China has unparalleled advantages, so more and more clinical trials are registered and carried out in China. Objective: The objective of the study is to understand the current practice of informed consent in clinical trials in public hospitals in Xuzhou. Methods: In this study, a 15-question questionnaire was distributed to 369 subjects in the affiliated hospital of Xuzhou medical university. Each question was graded on a 3-point scale (1 = no, 2 = unsure, 3 = yes). The sum of the scores for the 15 questions represented the level of awareness of clinical trials. Results: Valid questionnaires were received from 300 subjects. A considerable number of subjects still had insufficient understanding of clinical trials, especially concerning the nature of clinical trials, understanding of informed consent forms, contact with researchers, and ethics committee. (The “yes” rate was around or below 50%). Factors associated with responses to the survey include education, occupation, and source of medical expenses. Conclusion: Overall, this study showed that the implementation of informed consent in China remained room for improvement. Legislators, ethics officers, and researchers should work together to protect the interests of subjects. 展开更多
关键词 clinical Trials informed Consent Ethics-Research China
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Legal Protection of the Right of Informed Consent of the Subjects of Human Clinical Trials in China
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作者 孟祥菡 SHFN Jinjun 《The Journal of Human Rights》 2022年第1期177-196,共20页
The “informed consent principle” in human clinical trials is the product of the extension of the concept of human rights in the field of human trials and a reflection of the progress of human civilization in biomedi... The “informed consent principle” in human clinical trials is the product of the extension of the concept of human rights in the field of human trials and a reflection of the progress of human civilization in biomedical research. In recent years, the legal protection of the right to informed consent for research subjects has been gradually improved in China. The right to informed consent for research subjects has been improved from an ethical norm to a legal norm. The legal status of legal norms has also been gradually improved. Based on the public law regulations, private law relief has been added to the legal relief system for the infringement of the right to informed consent for research subjects. As a result, the protection of rights has been enhanced. The domestic informed consent protection system is partially in line with international norms. The protection of the right to informed consent depends on the perfection of the legal system and the social consensus to respect human rights and the right to self-determination. 展开更多
关键词 SUBJECTS right to informed consent obligation to inform human clinical trials
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CIM/CIS互操作细则在多级电网调度中的应用 被引量:12
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作者 谢善益 梁成辉 +3 位作者 高新华 范颖 周伊琳 高雅 《电力系统自动化》 EI CSCD 北大核心 2009年第1期103-107,共5页
IEC61970/IEC61968系列标准的制定为电网调度自动化系统之间的互操作提供了标准。给出了基于IEC61970/IEC61968制定的公共信息模型(CIM)/组件接口规范(CIS)互操作细则,包括明确规定系统间交换涉及的模式、使用的接口方法和涵盖图元细化... IEC61970/IEC61968系列标准的制定为电网调度自动化系统之间的互操作提供了标准。给出了基于IEC61970/IEC61968制定的公共信息模型(CIM)/组件接口规范(CIS)互操作细则,包括明确规定系统间交换涉及的模式、使用的接口方法和涵盖图元细化定义的图形交换规范,以及基于互操作细则的调度自动化模型互导、拆分和合并。细则的定义消除了标准应用的理解偏差,其有效实施对电网调度自动化系统的建设、维护和升级,以及各级电网调度自动化系统模型共享、信息共用起到促进作用。 展开更多
关键词 电网调度 公共信息模型(ciM) 组件接口规范(cis) 互操作细则 IEC 61970
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电信CIS报警三字段信息的实时实现方案 被引量:1
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作者 周鹏 张昱 金心宇 《电讯技术》 2005年第4期51-53,共3页
本文介绍了电信话务各特服号报警指挥中心如何遵循信息产业部“信息不准拷贝、不准联网拷贝、报警时送三字段信息”的有关指示,建立能及时、准确地获得拨打各特服号码的主叫用户信息的实用系统,提出了相应的解决方案。经系统测试和实际... 本文介绍了电信话务各特服号报警指挥中心如何遵循信息产业部“信息不准拷贝、不准联网拷贝、报警时送三字段信息”的有关指示,建立能及时、准确地获得拨打各特服号码的主叫用户信息的实用系统,提出了相应的解决方案。经系统测试和实际运行,效果显著,具有广泛的应用前景。 展开更多
关键词 呼叫信息系统 报警 三字段信息 一号信令 七号信令 高阻跨接
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具有强大功能的OrCAD Capture CIS软件 被引量:3
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作者 胡志勇 《印制电路信息》 2007年第4期35-39,共5页
OrCAD Capture CIS软件集成了具有器件信息系统(Component Information System,简称CIS)的OrCAD Capture原理图设计应用功能。该软件的设计着重考虑了降低花在查询现有重复采用的器件上面的时间,以及减少手工登记元器件的信息内容和元... OrCAD Capture CIS软件集成了具有器件信息系统(Component Information System,简称CIS)的OrCAD Capture原理图设计应用功能。该软件的设计着重考虑了降低花在查询现有重复采用的器件上面的时间,以及减少手工登记元器件的信息内容和元器件数据库的维护。对元器件的查询是基于它们所拥有的电性能参数,通过采用OrCAD Capture CIS软件可以自动地检索相关联的器件情况。 展开更多
关键词 PCB设计 元器件信息系统(cis) 软件
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临床信息系统(CIS)在医院数字化建设中的应用 被引量:5
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作者 谭利国 《电脑开发与应用》 2007年第6期21-23,共3页
HIS是个非常庞杂的应用,它涵盖了HIS、CIS、LIS、PACS、RIS,以及多学科方面的知识及应用。所有系统信息汇总进入医院OA系统中,使医院各部门与岗位都能及时、准确地在医院信息系统中获得所需要的信息,提高医院的整体运转效率。而CIS的应... HIS是个非常庞杂的应用,它涵盖了HIS、CIS、LIS、PACS、RIS,以及多学科方面的知识及应用。所有系统信息汇总进入医院OA系统中,使医院各部门与岗位都能及时、准确地在医院信息系统中获得所需要的信息,提高医院的整体运转效率。而CIS的应用在很大程度上能够大幅度提高医院的诊疗水平与服务能力,是其中一个必不可少的环节。就临床信息系统的目标、系统技术的发展方向及存在的困境进行了分析与探讨。 展开更多
关键词 医院信息系统 临床信息系统 数字化建设
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企业CIS战略实施的信息支持
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作者 沈红芳 《情报科学》 CSSCI 1998年第2期117-121,共5页
本文分析了企业实施CIS战略过程中产生的信息流的类型和特点,据此提出了CIS信息流模型。根据这个信息流模型,提出了改革企业信息部门组织结构体系的设想,以确保为企业导入实施CIS提供高效的信息支持和组织保障。
关键词 cis 企业形象 信息支持 信息流模型 信息工作
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基于VPN的CIS设计方案研究
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作者 沈丽容 《现代情报》 2003年第11期80-81,84,共3页
文章在分析了CIS (竞争情报系统 )的安全需求以及VPN (虚拟专用网 )的安全机制的基础上 。
关键词 VPN 虚拟专用网 cis 竞争情报系统 信息安全 网络安全
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CIS数据库动态交互技术
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作者 冉春玉 于明远 周松林 《微机发展》 2002年第4期42-45,共4页
为解决企业上网后数据库的安全访问及数据库信息的实时发布 ,对几种Web方式下的CIS数据库交互技术作了详细分析 ,给出了几种流行的CIS数据库交互技术的比较。
关键词 计算机网络 企业内部网 cis 数据库 动态交互技术
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Effects of resveratrol in experimental and clinical non-alcoholic fatty liver disease 被引量:11
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作者 Sara Heebll Karen Louise Thomsen +3 位作者 Steen B Pedersen Hendrik Vilstrup Jacob George Henning Grnbk 《World Journal of Hepatology》 CAS 2014年第4期188-198,共11页
The prevalence of obesity and related conditions like non-alcoholic fatty liver disease(NAFLD) is increasing worldwide and therapeutic options are limited.Alternative treatment options are therefore intensively sought... The prevalence of obesity and related conditions like non-alcoholic fatty liver disease(NAFLD) is increasing worldwide and therapeutic options are limited.Alternative treatment options are therefore intensively sought after.An interesting candidate is the natural polyphenol resveratrol(RSV) that activates adenosinmonophosphate-activated protein kinase(AMPK) and silent information regulation-2 homolog 1(SIRT1).In addition,RSV has known anti-oxidant and anti-inflammatory effects.Here,we review the current evidence for RSVmediated effects on NAFLD and address the different aspects of NAFLD and non-alcoholic steatohepatitis(NASH) pathogenesis with respect to free fatty acid(FFA) flux from adipose tissue,hepatic de novo lipogenesis,inadequate FFA β-oxidation and additional intra- and extrahepatic inflammatory and oxidant hits.We review the in vivo evidence from animal studies and clinical trials.The abundance of animal studies reports a decrease in hepatic triglyceride accumulation,liver weight and a general improvement in histological fatty liver changes,along with a reduction in circulating insulin,glucose and lipid levels.Some studies document AMPK or SIRT1 activation,and modulation of relevant markers of hepatic lipogenesis,inflammation and oxidation status.However,AMPK/SIRT1-independent actions are also likely.Clinical trials are scarce and have primarily been performed with a focus on overweight/obese participants without a focus on NAFLD/NASH and histological liver changes.Future clinical studies with appropriate design are needed to clarify the true impact of RSV treatment in NAFLD/NASH patients. 展开更多
关键词 Non-alcoholic fatty liver disease NONALCOHOLIC STEATOHEPATITIS STEATOSIS RESVERATROL AMPactivated protein kinase Silent information regulation-2 homolog 1 ANTI-OXIDANTS Anti-inflammatory agents Animal studies clinical trial
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MANAGEMENT OF SPATIO-TEMPORAL DATA OF CADASTRAL INFORMATION SYSTEM IN CHINA 被引量:1
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作者 Gao Wenxiu Zhuang Yan Liu Lang 《Geo-Spatial Information Science》 1999年第1期90-95,共6页
Cadastral Information System (CIS) is designed for the office automation of cadastral management. With the development of the market economics in China, cadastral management is facing many new problems. The most cruci... Cadastral Information System (CIS) is designed for the office automation of cadastral management. With the development of the market economics in China, cadastral management is facing many new problems. The most crucial one is the temporal problem in cadastral management. That is, CIS must consider both spatial data and temporal data. This paper reviews the situation of the current CIS and provides a method to manage the spatiotemporal data of CIS, and takes the CIS for Guangdong Province as an example to explain how to realize it in practice. 展开更多
关键词 cis SPATIAL DATA non-spatial DATA TEMPORAL information SPATIO-TEMPORAL DATA
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Data mining in clinical big data:the frequently used databases,steps,and methodological models 被引量:23
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作者 Wen-Tao Wu Yuan-Jie Li +4 位作者 Ao-Zi Feng Li Li Tao Huang An-Ding Xu Jun Lv 《Military Medical Research》 SCIE CSCD 2021年第4期552-563,共12页
Many high quality studies have emerged from public databases,such as Surveillance,Epidemiology,and End Results(SEER),National Health and Nutrition Examination Survey(NHANES),The Cancer Genome Atlas(TCGA),and Medical I... Many high quality studies have emerged from public databases,such as Surveillance,Epidemiology,and End Results(SEER),National Health and Nutrition Examination Survey(NHANES),The Cancer Genome Atlas(TCGA),and Medical Information Mart for Intensive Care(MIMIC);however,these data are often characterized by a high degree of dimensional heterogeneity,timeliness,scarcity,irregularity,and other characteristics,resulting in the value of these data not being fully utilized.Data-mining technology has been a frontier field in medical research,as it demonstrates excellent performance in evaluating patient risks and assisting clinical decision-making in building disease-prediction models.Therefore,data mining has unique advantages in clinical big-data research,especially in large-scale medical public databases.This article introduced the main medical public database and described the steps,tasks,and models of data mining in simple language.Additionally,we described data-mining methods along with their practical applications.The goal of this work was to aid clinical researchers in gaining a clear and intuitive understanding of the application of data-mining technology on clinical big-data in order to promote the production of research results that are beneficial to doctors and patients. 展开更多
关键词 clinical big data Data mining Machine learning Medical public database Surveillance Epidemiology and End Results National Health and Nutrition Examination Survey The Cancer Genome Atlas Medical information Mart for Intensive Care
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