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Glioma is the most common primary intracranial central nervous system tumor, and postoperative radiotherapy is an important treatment for glioma. At present, computed tomography (CT) and magnetic resonance imaging (MRI) are widely applied in the delineation of radiotherapy targets for glioma. However, there are still some deficiencies in evaluating tumor scope, recurrence, radiation necrosis and prognosis, etc. Positron emission tomography (PET) / computed tomography (PET-CT) combines the molecular images of PET with the anatomical images of CT, which plays an important role in the diagnosis and differential diagnosis of glioma. With the popularization and application of multimodal imaging technology in radiotherapy, PET-CT molecular imaging, as an important supplement, contributes to the delineation of glioma target volume and the development of accurate radiotherapy, and brings benefits to the prognosis and follow-up of glioma patients. In this article, the application and research progress on PET-CT in the diagnosis, treatment and follow-up for glioma were reviewed.
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As an important element of medical and health sector innovation, the translation of scientific and technological achievements plays a key role in promoting their clinical application and meeting the medical needs of the people. The authors sorted out the problems in such translation at these affiliated hospitals in terms of " people", " finance", " material", and " system". Starting from 2017, the Tenth People′s Hospital Affiliated to Tongji University has explored such practices as establishing hospital-led clinical medical science and technology innovation parks and technology service limited companies. These practices aimed to address the issues of insufficient hospital scientific and technological innovation capabilities and the gap between the hospital′s operation mechanism to translate its scientific and technological achievements and the enterprises and the market. The clinical medical science and technology innovation park integrating administration, industry, education, research, medicine and application, has taken multiple measures to attract excellent research talents and projects from within and beyond the hospital, promote the implementation of innovative scientific research projects. The hospital also established a health industry mode with engagement of social capital from large enterprises. The Technology Services Co., Ltd. was based on the incubation and translation of hospital achievements, combining market and clinical needs, promoting multi-party cooperation between hospitals and external enterprises, improving the chain operation mechanism of hospital scientific and technological achievements translation work, and alleviating the problem of insufficient research pilot funds and productibility funds by means of hospital-led fundraising. The number of patent authorizations of hospitals had increased from 23 cases in 2018 to 105 in 2022, and the amount of patent conversion had increased from 2 million yuan in 2020 to 11 million yuan in 2022. It is recommended that affiliated hospitals of universities further improve the organizational structure of achievement translation, strengthen their professional talent teams, improve their operation mechanism of achievement translation, build a platform for medical school-enterprise cooperation, and improve the evaluation mechanism of translation assessment, in order to promote a virtuous cycle of hospital′s scientific and technological achievement translation work.
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Low-carbohydrate diet is becoming popular recently. It requires carbohydrate intake lower than 130 g/d(or <26% of total energy intake) while fat and protein intake are not defined. Low-carbohydrate diet contributes to better glycemic control in patients with type 1 diabetes: lowering HbA 1C and glycemic variability, and improving time in range(TIR). Low-carbohydrate diet reduces insulin dosage in type 1 diabetic patients and does not increase the risks of hypoglycemia and diabetic ketoacidosis. This review summarized the research evidence of low-carbohydrate diet to explore the role and safety in disease management.
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Objective:To evaluate the clinical application of water-filling with "four-eyes" sign under the guidance of ultrasound in nasal-jejunum intubation for critical patients.Methods:This study was a randomized controlled trial. Eighty patients who needed indwelling nasobenteric tube were selected from June 2021 to April 2022 in the Department of Critical Care Medicine, Xiangya Hospital, Central South University. They were divided into control group ( n=40) and experimental group ( n=40) by systemic randomization. For the patients in the experimental group, the intubation was performed by water-filling with "four-eyes" sign under the guidance of ultrasound. For the control group, the traditional method was applicated under the guidance of ultrasound. Using abdominal X-ray as the gold standard of successful pylorus posterior catheterization, the result of catheterization, time of operation, efficiency of positioning in the two groups were analyzed and compared. Results:In the experimental group, 38 cases were successfully intubated, 2 were failed; in the control group, 27 cases were successfully intubated, 13 were failed, and all the failed cases in the control group were then successfully intubated again by using method of the experimental group. The success rate of tube placement in the experimental group was 95.0% (38/40), which was higher than 67.5% (27/40) in the control group ( χ2 = 9.93, P<0.05). The average time of operation in the experimental group was (45.2 ± 14.2) min, which was significantly lower than (70.2 ± 17.7) min in the control group, the difference was significantly different ( t=-5.51, P<0.05). The specificity, sensitivity, positive predictive value, negative predictive value and diagnostic rate of nasal-jejunum intubation positioning in the experimental group were 100.0% respectively, higher than 38.4%, 77.7%, 72.4%, 45.4%, 65.0% in the control group; the false positive rate, false negative rate in the experimental group were both 0, lower than 22.2%, 61.5% in the control group, with statistically significant differences( χ2 values were 4.69- 16.97, all P<0.05). Conclusions:Water-filling with "four-eyes" sign under the guidance of ultrasound in nasal-jejunum intubation was a new method which can shorten the operation time and increase the success rate for intubation. It has relatively high positioning accuracy and possess valuable clinical application.
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Objective:To summarize oral hygiene management approaches applicable to patients with periodontitis, thus provide a basis for decision making by clinical staffs.Methods:Computerized decision systems, various guideline websites, dental association websites, evidence summary databases and journal databases for evidence involving oral hygiene management in patients with periodontitis were searched, including clinical decision making, guidelines, expert consensus, evidence summaries and systematic reviews/Meta-analyses. The search time was from January 2015 to November 2021, and the updated search was carried out in June 2022. Then performed pooled analyses, methodological quality evaluations, and evidence level evaluations.Results:Finally 12 studies, including three guidelines, an expert consensus and eight systematic reviews, and summarized 18 pieces of evidence in three aspects, risk assessment and control, oral hygiene guidance, and clinical practice promotion were included.Conclusions:The evidence from this study is generally scientific and practical, and it should be adapted to local conditions and patient preferences in order to maximize the transfer of evidence into clinical practice.
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OBJECTIVE@#To explore the therapeutic mechanism of Liushen Wan (LSW) against colitis-associated colorectal cancer (CAC) by network pharmacology.@*METHODS@#TCMSP, BATMAN-TCM, CNKI, PubMed, Genecards, OMIM, and TTD databases were used to obtain the related targets of LSW and CAC. The common targets of LSW and CAC were obtained using Venny online website. The PPI network was constructed using Cytoscape 3.8.2 to screen the core targets of LSW in the treatment of CAC. GO and KEGG enrichment analysis were conducted using DAVID database. The therapeutic effect of LSW on CAC was evaluated in a C57BL/6J mouse model of AOM/DSS-induced CAC by observing the changes in body weight, disease activity index, colon length, and size and number of the tumor. HE staining and RT-qPCR were used to analyze the effect of LSW on inflammatory mediators. Immunohistochemistry and TUNEL staining were used to evaluate the effect of LSW on the proliferation and apoptosis of AOM/DSS-treated colon tumor cells. Immunohistochemistry and Western blotting were used to detect the effects of LSW on the expression of TLR4 proteins in CAC mice.@*RESULTS@#Network pharmacology analysis identified 69 common targets of LSW and CAC, and 33 hub targets were screened in the PPI network. KEGG pathway enrichment analysis suggested that the effect of LSW on CAC was mediated by the Toll-like receptor signaling pathway. In the mouse model of AOM/DSS-induced CAC, LSW significantly inhibited colitis-associated tumorigenesis, reduced tumor number and tumor load (P < 0.05), obviously improved histopathological changes in the colon, downregulated the mRNA levels of proinflammatory cytokines, and inhibited the proliferation (P < 0.01) and promoted apoptosis of colon tumor cells (P < 0.001). LSW also significantly decreased TLR4 protein expression in the colon tissue (P < 0.05).@*CONCLUSION@#LSW can inhibit CAC in mice possibly by regulating the expression of TLR4 to reduce intestinal inflammation, inhibit colon tumor cell proliferation and promote their apoptosis.
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Mice , Animals , Toll-Like Receptor 4 , Colitis-Associated Neoplasms , Network Pharmacology , Mice, Inbred C57BL , Colonic Neoplasms/pathologyABSTRACT
Objective: To understand the prevalence of osteoporosis and related factors in postmenopausal women aged ≥40 years in China and provide scientific evidence for osteoporosis prevention and control. Methods: Data of this study were from the 2018 China Osteoporosis Epidemiological Survey, covering 44 counties (districts) in 11 provinces in China. Related variables were collected by questionnaire survey and physical measurement, and the BMD of lumbar spine and proximal femur was measured by dual-energy X-ray absorption method. The prevalence of osteoporosis and its 95%CI in postmenopausal women aged ≥40 years were estimated with complex sampling weights. Results: A total of 5 728 postmenopausal women aged ≥40 years were included in the analysis and the prevalence of osteoporosis was 32.5% (95%CI: 30.3%-34.7%). The prevalence of osteoporosis in postmenopausal women aged 40-49 years, 50-59 years, 60-69 years, 70-79 years, and ≥80 years were 16.0% (95%CI:4.5%-27.5%), 18.4% (95%CI:15.9%-20.8%), 37.5% (95%CI:34.5%-40.4%), 52.9% (95%CI: 47.5%-58.3%), and 68.0% (95%CI:55.9%-80.1%) respectively. The prevalence of osteoporosis was higher (P<0.001) in those with education level of primary school or below (47.2%, 95%CI: 43.0%-51.3%) and in those with individual annual income less than 10 000 Yuan, (40.3%, 95%CI: 36.9%-43.7%). The prevalence of osteoporosis was 35.1% in rural areas (95%CI: 32.0%-38.1%), which was higher than that in urban areas (P<0.001). The prevalence of osteoporosis in low weight, normal weight, overweight and obese groups were 69.9% (95%CI: 59.0%-80.8%), 42.2% (95%CI: 38.7%-45.7%), 24.2% (95%CI: 21.3%-27.1%) and 14.6% (95%CI: 11.1%-18.0%), respectively. The prevalence of osteoporosis in those with menstrual maintenance years ≤30 years and in those with menopause years ≥11 years were 46.1% (95%CI:40.8%-51.3%) and 48.2% (95%CI:45.0%-51.3%), respectively. Multivariate logistic analysis showed that age ≥60 years, education level of primary school or below, annual household income per capita less than 10 000 Yuan, low body weight, menstrual maintenance years ≤30 years, menopause years ≥11 years were risk factors of osteoporosis in postmenopausal women in China. Conclusions: The prevalence of osteoporosis was high in postmenopausal women aged ≥40 years in China, and there were differences in osteoporosis prevalence among different socioeconomic groups. Effective interventions should be taken for the prevention and control of osteoporosis in key groups in the future.
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Female , Humans , Absorptiometry, Photon , Bone Density , China/epidemiology , Lumbar Vertebrae , Osteoporosis/epidemiology , Osteoporosis, Postmenopausal/etiology , Postmenopause , Prevalence , Risk FactorsABSTRACT
Objective:To summarize the nursing experience of enteral nutritionin a patient with severe pneumonia who received extracorporeal membrane oxygenation combined with prone ventilation.Methods:A patient with severe pneumonia who underwent extracorporeal membrane oxygenation combined with prone ventilation from Xiangya Hospital of Central South University on November 8, 2020 was given individualized nutrition support program. The patient′s condition was evaluated, individual nutrition support plan was formulated, early nutrition was implemented, appropriate feeding route was selected, tolerance was evaluated during the implementation process, and enteral nutrition-related complications were nursing.Results:After careful treatment and nursing, the patient′s condition was improved and was transferred out of ICU for continued treatment.Conclusions:For this kind of patients with severe pneumonia who underwent extracorporeal membrane oxygenation combined with prone ventilation to choose the pyloric feeding to reduce aspiration. Early nourishing nutrition to protect the intestinal mucosa; ultrasonic monitoring of antral motility index was used to guide the implementation of enteral nutrition. Regular evaluation of feeding tolerance during nutrition implementation, the strategy and implementation of enteral nutrition were adjusted according to the intra-abdominal pressure combined with feeding tolerance, and the prevention and nursing of enteral nutrition complications were carried out at the same time.
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Based on the teaching advantages of "Internet +", we integrated the ATDE(asking, thinking, doing, evaluation) teaching model to explore the online teaching mode of neurology during the COVID-19 epidemic, and chose the ischemic cerebrovascular disease as a representative case of specific neurological diseases. The practical ATDE teaching in the teaching of neurology was elaborated by introducing, inspiring doubt, setting suspense, and raising questions, and leading students gradually to think deeply. Finally, the innovation and thinking of the online teaching of neurology brought by "Internet +ATDE" teaching model are discussed.
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Group C Streptococcus (GCS) and Group G Streptococcus (GGS) distinctly differ from other Streptococcus in biochemical reactions, hemolytic properties, host species, and clinical characteristics.GCS and GGS are common colonizers of the skin, throat and female genitourinary tract of human body.The classification of GCS and GGS is complex and has been continuously corrected and revised over the past few decades.The outbreak of GCS and GGS infections mostly likely arises from environmental factors.GCS and GGS have similar pathogenicity, bacterial resistance characteristics, and clinical characteristics to group A Streptococcus.They can lead to various invasive infections, and Penicillin is still the first choice for their treatment currently.GCS and GGS infections are more severe than other Streptococcus infections.In this article, the classification and clinical characteristics of GCS and GGS were reviewed.
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Group A Streptococcus (GAS) is a very important pathogen, especially for children.On a global scale, GAS is an important cause of morbidity and mortality.But the burden of disease caused by GAS is still unknown in China and also has not obtained enough attention.For this purpose, the expert consensus is comprehensively described in diagnosis, treatment and prevention of GAS diseases in children, covering related aspects of pneumology, infectiology, immunology, microbiology, cardiology, nephrology, critical care medicine and preventive medicine.Accordingly, the consensus document was intended to improve management strategies of GAS disease in Chinese children.
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Objective: He-Wei Granule (HWKL) is a modern product derived from the modified formulation of traditional Chinese medicine Banxia Xiexin Decoction (BXD), which remarkedly enhanced the anti-proliferation activity of cyclophosphamide (CTX) on HepG2 and SGC-7901 cell lines in vitro in our previous research. The aim of the study was to investigate the synergistic effects of HWKL and CTX using a transplanted H22 hepatocellular carcinoma mouse model. Methods: The CTX-toxic-reducing efficacy of HWKL was evaluated by hematology indexes, organ indexes and marrow DNA detection. To investigate the underlying mechanisms, histopathology test, immunohistochemistry test and TUNEL staining were conducted. The efficacy of HWKL on the micro-vessel density (MVD) in tumor tissue was also evaluated by measuring CD34 level. Results: High dose HWKL (6.75 g/kg) markedly attenuated CTX-induced hepatotoxicity and myelosuppression while significantly enhanced CTX anticancer efficacy in vivo. Further mechanism investigation suggested that high dose HWKL significantly increased cleaved Caspase 3 level and promoted apoptosis in tumor tissue by up-regulating Bax expression and down-regulating Bcl-2 and FasL expressions. Compared with CTX alone group, the decrease in LC-3B and Beclin 1 levels suggested that the autophagy in H22 carcinoma was significantly inhibited with addition of high dose HWKL. ELISA assay results indicated that the autophagy inhibition was achieved by decreasing p53 expression, blocking PI3K/AKT/mTOR pathway and recovering Th1/Th2 cytokine balance. In addition, CD34 and EGFR immunohistochemistry assay suggest that high dose HWKL could significantly decrease micro-vessel density (MVD) and inhibit angiogenesis in H22 carcinoma. Conclusion: It can be concluded that high-dose HWKL enhanced CTX efficacy by promoting apoptosis, inhibiting autophagy and angiogenesis in tumor tissue while significantly alleviated CTX-induced toxicity, and could be applied along with CTX in clinical treatment as a supplement agent.
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A 59-year-old male patient with local sinus tract formation due to residual foreign body was admitted to the Second Affiliated Hospital of Zhejiang University College of Medicine on December 17, 2018. The examination showed that the residual foreign body was the component of a sticky cloth implanted when the patient underwent appendectomy 27 years ago. Hypertrophic scar developed at the right-lower abdominal incision for appendectomy 23 years ago and the secondary infection after cicatrectomy resulted in non-healing of the wound. The chronic refractory wound healed completely after surgical treatment in our hospital after this admission. The postoperative pathological examination revealed local inflammatory granuloma. This case suggests that chronic refractory wound is likely to form when secondary infection occurs following the surgical procedure near the implant, and aggressive surgery is an effective way to solve this problem.
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Humans , Male , Middle Aged , Abdomen , Abdominal Cavity , Cicatrix, Hypertrophic , Coinfection , Foreign Bodies/surgeryABSTRACT
Malignant tumors are currently seriously endangering human health and life， which has become one of the main causes of death in China. In modern Western medicine， they are mainly tackled by surgery， chemotherapy， and radiotherapy， but the death toll continues to rise year by year. At present， most of the anti-tumor chemotherapeutics used in clinical practice have toxic and side effects， affecting the anti-tumor efficacy and the conditions after treatment. Long-term medication will also induce drug resistance， making the good anti-tumor effect difficult to be achieved. With the vigorous development of traditional Chinese medicine （TCM）， it has played a crucial role in the fight against tumors. It is believed in TCM that "heat toxin" is one of the important causes of tumors. Therefore， the methods of clearing away heat and removing toxin are often emphasized in the treatment of tumors， and the resulting outcomes are satisfactory. There are many Chinese herbs and Chinese herbal compounds classified into the heat-clearing and toxin-removing type. Xihuangwan， a classic heat-clearing prescription， is composed of Calculus Bovis， Moschus， Olibanum， and Myrrh and has the effects of clearing away heat， removing toxin， eliminating edema， and dissipating mass， which is mainly used to treat carbuncle， pustule， scrofula， multiple abscess， and cancer caused by heat-toxin obstruction. In modern clinical practice， it has been employed in patients with lung cancer， breast cancer， gastric cancer， liver cancer， colorectal cancer， and other malignant tumors， especially during the advanced stage， as a routine or adjuvant treatment for alleviating their clinical symptoms and improving their quality of life. The main active components of Xihuangwan are pentacyclic triterpenoids （such as masticinic acids）， volatile oils， steroids （like porcine deoxycholic acid）， and bilirubin， which have been proved effective in anti-tumor. This paper reviewed the prescription source， pharmaceutical research， clinical anti-tumor research， and pharmacological mechanisms of Xihuangwan， which has provided reference for further expanding the anti-tumor applications of Xihuangwan and enhancing its secondary development.
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Xiao Xumingtang in The Catalogue of Famous Ancient Classics （The First Batch） issued by the National Administration of Traditional Chinese Medicine is derived from the Important Prescriptions Worth a Thousand Gold for Emergency （Bei Ji Qian Jin Yao Fang） written by SUN Si-miao in the Tang dynasty. The present study systematically explored the origin， development， historical evolution， and clinical application of Xiao Xumingtang. As revealed by the results， Xiao Xumingtang as well as its analogues are primary prescriptions indicated for apoplexy before the Tang and Song dynasties and serve as the benchmark for the treatment of apoplexy. After the Song dynasty， due to the changes in the understanding of the pathogenesis of apoplexy and the limitations of the understanding of Xiao Xumingtang， its clinical application to apoplexy gradually decreased. In modern times， it has been re-recognized and applied， during which its clinical applications have undergone great changes. Its clinical applications are extensive， involving a variety of diseases related to the brain and nervous systems， such as stroke and its sequelae， peripheral facial paralysis， rheumatoid arthritis， hypertension， and other diseases related to the motor nervous system. Its primary indications are stroke and its sequelae， followed by peripheral facial paralysis. Other new indications are gradually found. This study is expected to provide references for the clinical application of Xiao Xumingtang and the transformation of new drugs.
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Mandibular defects caused by injuries, tumors, and infections are common and can severely affect mandibular function and the patient's appearance. However, mandible reconstruction with a mandibular bionic structure remains challenging. Inspired by the process of intramembranous ossification in mandibular development, a hierarchical vascularized engineered bone consisting of angiogenesis and osteogenesis modules has been produced. Moreover, the hierarchical vascular network and bone structure generated by these hierarchical vascularized engineered bone modules match the particular anatomical structure of the mandible. The ultra-tough polyion complex has been used as the basic scaffold for hierarchical vascularized engineered bone for ensuring better reconstruction of mandible function. According to the results of in vivo experiments, the bone regenerated using hierarchical vascularized engineered bone is similar to the natural mandibular bone in terms of morphology and genomics. The sonic hedgehog signaling pathway is specifically activated in hierarchical vascularized engineered bone, indicating that the new bone in hierarchical vascularized engineered bone underwent a process of intramembranous ossification identical to that of mandible development. Thus, hierarchical vascularized engineered bone has a high potential for clinical application in mandibular defect reconstruction. Moreover, the concept based on developmental processes and bionic structures provides an effective strategy for tissue regeneration.
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Humans , Bone Regeneration , Bone Transplantation/methods , Hedgehog Proteins , Mandible/surgery , OsteogenesisABSTRACT
Lifestyle interventions, including dietary adjustments and exercise, are important for obesity management. This study enrolled adults with overweight or obesity to explore whether either low-carbohydrate diet (LCD) or exercise is more effective in metabolism improvement. Forty-five eligible subjects were randomly divided into an LCD group (n = 22) and an exercise group (EX, n = 23). The subjects either adopted LCD (carbohydrate intake < 50 g/day) or performed moderate-to-vigorous exercise (⩾ 30 min/day) for 3 weeks. After the interventions, LCD led to a larger weight loss than EX ( - 3.56 ± 0.37 kg vs. - 1.24 ± 0.39 kg, P < 0.001), as well as a larger reduction in fat mass ( - 2.10 ± 0.18 kg vs. - 1.25 ± 0.24 kg, P = 0.007) and waist circumference ( - 5.25 ± 0.52 cm vs. - 3.45 ± 0.38 cm, P = 0.008). Both interventions reduced visceral and subcutaneous fat and improved liver steatosis and insulin resistance. Triglycerides decreased in both two groups, whereas low-density lipoprotein cholesterol increased in the LCD group but decreased in the EX group. Various glycemic parameters, including serum glycated albumin, mean sensor glucose, coefficient of variability (CV), and largest amplitude of glycemic excursions, substantially declined in the LCD group. Only CV slightly decreased after exercise. This pilot study suggested that the effects of LCD and exercise are similar in alleviating liver steatosis and insulin resistance. Compared with exercise, LCD might be more efficient for weight loss and glucose homeostasis in people with obesity.
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Adult , Humans , Blood Glucose , Diet, Carbohydrate-Restricted , Homeostasis , Pilot Projects , Weight LossABSTRACT
In order to establish a rapid and non-destructive evaluation method for the identification of Armeniacae Semen Amarum and Persicae Semen from different origins, the spectral information of Armeniacae Semen Amarum and Persicae Semen in the range of 898-1 751 nm was collected based on hyperspectral imaging technology. Armeniacae Semen Amarum and Persicae Semen from different origins were collected as research objects, and a total of 720 Armeniacae Semen Amarum samples and 600 Persicae Semen samples were used for authenticity discrimination. The region of interest(ROI) and the average reflection spectrum in the ROI were obtained, followed by comparing five pre-processing methods. Then, partial least squares discriminant analysis(PLS-DA), support vector machine(SVM), and random forest(RF) method were established for classification models, which were evaluated by the confusion matrix of prediction results and receiver operating characteristic curve(ROC). The results showed that in the three sample sets, the se-cond derivative pre-processing method and PLS-DA were the best model combinations. The classification accuracy of the test set under the 5-fold cross-va-lidation was 93.27%, 96.19%, and 100.0%, respectively. It was consistent with the confusion matrix of the predicted results. The area under the ROC curve obtained the highest values of 0.992 3, 0.999 6, and 1.000, respectively. The study revealed that the near-infrared hyperspectral imaging technology could accurately identify the medicinal materials of Armeniacae Semen Amarum and Persicae Semen from different origins and distinguish the authentication of these two varieties.
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Drugs, Chinese Herbal , Hyperspectral Imaging , Least-Squares Analysis , Semen , Support Vector Machine , TechnologyABSTRACT
To identify Glycyrrhizae Radix et Rhizoma from different geographical origins, spectrum and image features were extracted from visible and near-infrared(VNIR, 435-1 042 nm) and short-wave infrared(SWIR, 898-1 751 nm) ranges based on hyperspectral imaging technology. The spectral features of Glycyrrhizae Radix et Rhizoma samples were extracted from hyperspectral data and denoised by a variety of pre-processing methods. The classification models were established by using Partial Least Squares Discriminate Analysis(PLS-DA), Support Vector Classification(SVC) and Random Forest(RF). Meanwhile, Gray-Level Co-occurrence matrix(GLCM) was employed to extract textural variables. The spectrum and image data were implemented from three dimensions, including VNIR and SWIR fusion, spectrum and image fusion, and comprehensive data fusion. The results indicated that the spectrum in SWIR range performed better classification accuracy than VNIR range. Compared with other four pre-processing methods, the second derivative method based on Savitzky-Golay(SG) smoothing exhibited the best performance, and the classification accuracy of PLS-DA and SVC models were 93.40% and 94.11%, separately. In addition, the PLS-DA model was superior to SVC and RF models in terms of classification accuracy and model generalization capability, which were evaluated by confusion matrix and receiver operating characteristic curve(ROC). Comprehensive data fusion on SPA bands achieved a classification accuracy of 94.82% with only 28 bands. As a result, this approach not only greatly improved the classification efficiency but also maintained its accuracy. The hyperspectral imaging system, a non-invasively, intuitively and quickly identify technology, could effectively distinguish Glycyrrhizae Radix et Rhizoma samples from different origins.
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Drugs, Chinese Herbal , Hyperspectral Imaging , TechnologyABSTRACT
Objective:To formulate sustainable development strategies for the newly-found clinical science and technology innovation park to improve the clinical research and disease diagnosis and treatment.Methods:PEST-SWOT model was used to analyze the internal and external environmental factors that impact the development of the park.Results:The advantages and disadvantages of the park were analyzed as well as the opportunities and challenges. Effective strategies for the construction and development of the park were put forward from four aspects, such as SO, ST, WO and WT.Conclusions:The development strategy proposed in this study is conducive to establish a well-known clinical science and technology innovation park which is an institute integrating clinical and scientific research.