Sodium-ion batteries hold great promise as next-generation energy storage systems.However,the high instability of the electrode/electrolyte interphase during cycling has seriously hindered the development of SIBs.In p...Sodium-ion batteries hold great promise as next-generation energy storage systems.However,the high instability of the electrode/electrolyte interphase during cycling has seriously hindered the development of SIBs.In particular,an unstable cathode–electrolyte interphase(CEI)leads to successive electrolyte side reactions,transition metal leaching and rapid capacity decay,which tends to be exacerbated under high-voltage conditions.Therefore,constructing dense and stable CEIs are crucial for high-performance SIBs.This work reports localized high-concentration electrolyte by incorporating a highly oxidation-resistant sulfolane solvent with non-solvent diluent 1H,1H,5H-octafluoropentyl-1,1,2,2-tetrafluoroethyl ether,which exhibited excellent oxidative stability and was able to form thin,dense and homogeneous CEI.The excellent CEI enabled the O3-type layered oxide cathode NaNi_(1/3)Mn_(1/3)Fe_(1/3)O_(2)(NaNMF)to achieve stable cycling,with a capacity retention of 79.48%after 300 cycles at 1 C and 81.15%after 400 cycles at 2 C with a high charging voltage of 4.2 V.In addition,its nonflammable nature enhances the safety of SIBs.This work provides a viable pathway for the application of sulfolane-based electrolytes on SIBs and the design of next-generation high-voltage electrolytes.展开更多
Objective:This paper aims to compare the effect of skin staple suture and traditional silk suture in scalp suture surgery.Methods:A total of 80 craniocerebral surgery patients were included in this study,and the patie...Objective:This paper aims to compare the effect of skin staple suture and traditional silk suture in scalp suture surgery.Methods:A total of 80 craniocerebral surgery patients were included in this study,and the patients were randomly divided into observation group and control group,with 40 cases in each group.The observation group used disposable skin stapler to suture the scalp incision,and the control group used conventional silk suture to suture the incision.Statistical analysis was carried out on 6 indicators including suturing speed,healing under-scab,incision necrosis,incision cerebrospinal fluid(CSF)leakage,incision infection,and postoperative“centipede-shaped”scar incidence rate of the two suture methods.Results:There was no significant difference between the groups in terms of postoperative healing under-scab,incision necrosis,incision CSF leakage,and intracranial infection(P>0.05).The suturing speed in the observation group was 15.2±0.7 cm/min,which was significantly faster than 7.4±0.3 cm/min in the control group(P<0.05).The incidence of“centipede-shaped”scars in the observation group was significantly lower than that in the control group at 1 to 6 months after operation(P<0.05).Conclusion:Compared with traditional silk suture,skin staple suture has obvious advantages in suture speed and cosmetic effect.展开更多
The goal of this study was to increase the dopamine content and reduce dopaminergic metabolites in the brain of Parkinson’s disease rats. Using high-performance liquid chromatography, we found that dopamine and dopam...The goal of this study was to increase the dopamine content and reduce dopaminergic metabolites in the brain of Parkinson’s disease rats. Using high-performance liquid chromatography, we found that dopamine and dopaminergic metabolite(dihydroxyphenylacetic acid and homovanillic acid) content in the midbrain of Parkinson’s disease rats was increased after neural stem cell transplantation + Zhichan decoction, compared with neural stem cell transplantation alone. Our genetic algorithm results show that dihydroxyphenylacetic acid and homovanillic acid levels achieve global optimization. Neural stem cell transplantation + Zhichan decoction increased dihydroxyphenylacetic acid levels up to 10-fold, while transplantation alone resulted in a 3-fold increment. Homovanillic acid levels showed no apparent change. Our experimental findings show that after neural stem cell transplantation in Parkinson’s disease rats, Zhichan decoction can promote differentiation of neural stem cells into dopaminergic neurons.展开更多
OBJECTIVE:We applied data mining techniques to the study of acupuncture as a treatment for juvenile myopia,with the aim of identifying hidden patterns in the data.METHODS:Fifty patients with juvenile myopia were selec...OBJECTIVE:We applied data mining techniques to the study of acupuncture as a treatment for juvenile myopia,with the aim of identifying hidden patterns in the data.METHODS:Fifty patients with juvenile myopia were selected and treated with acupuncture,and data mining was used to analyze the effects of treatment and the influence of behavioral variables.Clustering analysis was used to divide myopia patients into two classifications before acupuncture treatment.Artificial neural network BP algorithm was adopted to analyze the roles of different factors in changes in diopters.An association algorithm was used to analyze factors associated with the subjective experience of acupuncture and average diopter.RESULTS:The two classification results were fully consistent with the understandings of the ophthalmic circles.The duration of using the Internet and watching TV every day was the main factor that affected vision.Acupuncture feelings and therapeutic effect have a strong correlativity.A good or above experience's score of acupuncture could slow the progression of juvenile myopia.CONCLUSION:Collecting data from patients with juvenile myopia by using data mining can extract hidden potential rules and knowledge from the research evidence.The decision support can be provided to improve the doctor's clinical acupuncture treatment effects.展开更多
Objective: To compare the effect differences of electroacupuncture(EA) at Jiajǐ(夹脊 EX-B2) and conventional acupoints for lumbar intervertebral disc herniation(LIDH) and the factors influenced the effect duri...Objective: To compare the effect differences of electroacupuncture(EA) at Jiajǐ(夹脊 EX-B2) and conventional acupoints for lumbar intervertebral disc herniation(LIDH) and the factors influenced the effect during the way of data mining.Methods: A total of 160 patients of LIDH were randomly assigned into the EX-B2 group and the conventional acupoints group, 80 cases in each one. The patients in the EX-B2 group received EA at the symmetrical 2 acupoints of the bilateral EX-B2 on the lesion part. The patients in the conventional acupoints group received EA at the tender point of the lesion part, Zhibian( 秩边BL54), Huantiao(环跳 GB30),weǐzhōng(委中BL40), Chéngshān(承山BL57) and Fúyáng(跗阳BL59) on the affected side. The retain time of the needles is both 45 min. The treatment of the two groups is 3 times a week and for a connective 20 times. The modified Assessment Criteria for Low Lumbar Pain of Japanese Orthopedic Association(JOA),Visual Analogue Scale(VAS) were evaluated before and after the treatment and at the 6-month follow up.Results:(1) Effective outcomes. JOA score: The JOA score of the patients in the EX-B2 group after treatment was(20.89 士 3.43), and was(19.35 ±4.02) on the follow-up. Compared with the JOA score(12.35 ±4.42) in the same group before the treatment, there were statistical significant higher(both P0.05). The JOA score in the EX-B2 group after treatment and on the follow-up were both higher than that of the conventional acupoints group at the same time point(both P0.05). VAS score: The VAS score of the patients in the EX-B2 group on the 24 h after the first treatment was(4.09 ± 1.81), and was(2.11 ± 1.30) after the treatment. Compared with the VAS score(4.09 ± 1.81) in the same group before the treatment, there were statistical significant lower(both P0.05). The VAS score in the EX-B2 group on the 24 h after the first treatment and after treatment showed no statistical differences than that of the conventional acupoints group at the same time point(both P0.05).(2)Related results from data mining: The middle-aged people and disease duration less than six months, their effect of the immediate treatment was the best. According to JOA score, EA at EX-B2 was better than EA conventional acupoints,either in the process of treatment effect, or in pertinence of the treatment, which were superior to EA conventional acupoints therapy; The best curative effect time of EA at EX-B2 was the first treatment after24 h, and the best curative effect of the conventional acupoints was after the first treatment. The age and disease duration also affected curative effect.Conclusion: The effect of EA at EX-B2 was superior to the conventional acupoints in treating LIDH.展开更多
OBJECTIVE: To investigate the potential rules and knowledge of Traditional Chinese Medicine (TCM) and Western Medicine (WM) treatment on chronic urticaria (CU) based on data-mining methods. METHODS: Sixty pati...OBJECTIVE: To investigate the potential rules and knowledge of Traditional Chinese Medicine (TCM) and Western Medicine (WM) treatment on chronic urticaria (CU) based on data-mining methods. METHODS: Sixty patients with chronic urticaria, treated with TCM and WM, were selected. Gray correlation analyses were adopted to determine therapeutic efficacy. Association algorithms were utilized to ascertain the correlation between the disease course and treatment results. A genetic algorithm was applied to discover the optimization model in theTCM and WM treatment on CU. RESULTS: The total symptom scores after 4 weeks and 8 weeks of treatment in the TCM spleen-strengthening group correlated highly with the pretreatment total symptom score. The duration of treatment showed the greatest impact on the total symptom score. A quartic equation was established (y= - 1.6403x 10 - 6x4+0.00025576x3+0.0012819 x2 - 1.024x+79.5879, and x=106.9518, y=83.0036) using the genetic algorithm. CONCLUSION: TCM treatment had a better effect in the later stage, whereas WM was better in the early stage. The duration of disease course had an impact on the effects of treatment. If the average total symptom score before treatment was 〈 83.0036, TCM or WM treatment could achieve better efficacy.展开更多
As a promising anode material candidate for sodium-ion batteries,antimony(Sb)has attracted enormous research interest due to its high specific capacity and low sodiation voltage.However,its dramatic volume expansion u...As a promising anode material candidate for sodium-ion batteries,antimony(Sb)has attracted enormous research interest due to its high specific capacity and low sodiation voltage.However,its dramatic volume expansion upon sodiation adversely affects its cycle stability.We have developed an oxidation-coating-reduction strategy for fabricating yolk-shell Sb@C rods from commercially available Sb powder.In particular,the thermal reduction of vaporized Sb_(2)O_(3) generates densely distributed Sb single atoms and clusters on the carbon shell.The sodiation process of the Sb@C sample was recorded through in situ transmission electron microscopy.Irregular expansion of Sb particles was observed,and it was also revealed that the carbon shell could deform with the expanded Sb particles.Beyond the intuitively understood advantage that internal voids can provide space for expansion of internal active materials,the deformability of carbon shells can add further ability to withstand the volume expansion.The two structural merits of the yolk-shell construction enable the Sb@C material to deliver an enhanced cycle performance.Its reversible capacity exceeds 620 mA h g^(−1) at 0.1C,with an initial coulombic efficiency of up to 84.9%,and about 95%of the capacity in the charging voltage profile is delivered below 1.0 V vs.Na+/Na.These performance metrics are very promising for potential practical applications.展开更多
Objective: To observe the differences in the effects and mechanisms on chronic gastritis treated by ginger-isolated moxibustion at Zúsānlǐ(足三里ST 36) and Nèiguān(内关PC 6).Methods: A total of 60 eligibl...Objective: To observe the differences in the effects and mechanisms on chronic gastritis treated by ginger-isolated moxibustion at Zúsānlǐ(足三里ST 36) and Nèiguān(内关PC 6).Methods: A total of 60 eligible patients of chronic gastritis were randomized into two groups, a ST 36 group(ginger-isolated moxibustion at ST 36, 30 cases) and a PC 6 group(ginger-isolated moxibustion at PC 6, 30 cases). Before and after 6 treatments, the total variability of heart rate(TV) and the scores in Scale for gastrointestinal diseases of traditional Chinese medicine were determined and recorded. Using correlation analysis, the hidden correlation condition that affects the therapeutic outcomes was excavated from the data. With least square method, the gradient curve(K value) of TV in treatment was estimated and the correlation between the effect mechanism and autonomic nerve regulation was excavated.Results: ① In ST 36 group, the duration of sickness, severity of disease and the activity of autonomic nerve before treatment presented the underlying correlation with the therapeutic effects. In contrast, the hidden correlation in PC 6 group was not clear. ② In ST 36 group, the higher K value of TV in treatment was, the more significant the therapeutic effects were, but in PC group, K value was reversely related to the therapeutic effects.Conclusion: The therapeutic effects of ginger-isolated moxibustion at single acupoint are correlated with the duration and severity of sickness. The therapeutic effects in ST 36 group were improved by the modulation of autonomic nerve activity and the effects in PC 6 group were negatively correlated with autonomic nerve activity. It is deduced that the effect mechanisms are different on single acupoint for chronic gastritis between the two points.展开更多
OBJECTIVE: To apply data mining methods to research on the state of sub-mental health among residents in eight provinces and cities in China and to mine latent knowledge about many conditions through data mining and a...OBJECTIVE: To apply data mining methods to research on the state of sub-mental health among residents in eight provinces and cities in China and to mine latent knowledge about many conditions through data mining and analysis of data on 3970 sub-mentally healthy individuals selected from 13385 relevant question naires.METHODS: The strategic tree algorithm was used to identify the main mani festations of the state of sub-mental health. The backpropogation artificial neural network was used to analyze the main mani festations of sub-healthy mental states of three different degrees. A sub-mental health evaluation model was then established to achieve predictive evaluationresults.RESULTS: Using classifications from the Scale of Chinese Sub-healthy State, the main manifestations of sub-mental health selected using the strate gictree were F1101(Do you lack peace of mind?),F1102(Are you easily nervous when something comes up?), and F1002(Do you often sigh?). The relative intensity of manifestations of sub-mental health was highest for F1101, followed by F1102,and then F1002. Through study of the neural network, better differentiation could be made between moderate and severe and between mild and severe states of sub-mental health. The differentiation between mild and moderate sub-mental health states was less apparent. Additionally, the sub-mental health state evaluation model, which could be used to predict states of sub-mental health of different individuals, was established using F1101, F1102, F1002, and the mental self-assessment totals core.CONCLUSION: The main manifestations of the state of sub-mental health can be discovered using data mining methods to research and analyze the latent laws and knowledge hidden in research evidence on the state of sub-mental health. The state of sub-mental health of different individuals can be rapidly predicted using the model established here.This can provide a basis for assessment and intervention for sub-mental health. It can also replace the relatively outdated approaches to research on sub-health in the technical era of information and digitization by combining the study of states of sub-mental health with information techniques and by further quantifying the relevant information.展开更多
基金financial support by National Natural Science Foundation(NNSF)of China(Nos.52202269,52002248,U23B2069,22309162)Shenzhen Science and Technology program(No.20220810155330003)+1 种基金Shenzhen Basic Research Project(No.JCYJ20190808163005631)Xiangjiang Lab(22XJ01007).
文摘Sodium-ion batteries hold great promise as next-generation energy storage systems.However,the high instability of the electrode/electrolyte interphase during cycling has seriously hindered the development of SIBs.In particular,an unstable cathode–electrolyte interphase(CEI)leads to successive electrolyte side reactions,transition metal leaching and rapid capacity decay,which tends to be exacerbated under high-voltage conditions.Therefore,constructing dense and stable CEIs are crucial for high-performance SIBs.This work reports localized high-concentration electrolyte by incorporating a highly oxidation-resistant sulfolane solvent with non-solvent diluent 1H,1H,5H-octafluoropentyl-1,1,2,2-tetrafluoroethyl ether,which exhibited excellent oxidative stability and was able to form thin,dense and homogeneous CEI.The excellent CEI enabled the O3-type layered oxide cathode NaNi_(1/3)Mn_(1/3)Fe_(1/3)O_(2)(NaNMF)to achieve stable cycling,with a capacity retention of 79.48%after 300 cycles at 1 C and 81.15%after 400 cycles at 2 C with a high charging voltage of 4.2 V.In addition,its nonflammable nature enhances the safety of SIBs.This work provides a viable pathway for the application of sulfolane-based electrolytes on SIBs and the design of next-generation high-voltage electrolytes.
文摘Objective:This paper aims to compare the effect of skin staple suture and traditional silk suture in scalp suture surgery.Methods:A total of 80 craniocerebral surgery patients were included in this study,and the patients were randomly divided into observation group and control group,with 40 cases in each group.The observation group used disposable skin stapler to suture the scalp incision,and the control group used conventional silk suture to suture the incision.Statistical analysis was carried out on 6 indicators including suturing speed,healing under-scab,incision necrosis,incision cerebrospinal fluid(CSF)leakage,incision infection,and postoperative“centipede-shaped”scar incidence rate of the two suture methods.Results:There was no significant difference between the groups in terms of postoperative healing under-scab,incision necrosis,incision CSF leakage,and intracranial infection(P>0.05).The suturing speed in the observation group was 15.2±0.7 cm/min,which was significantly faster than 7.4±0.3 cm/min in the control group(P<0.05).The incidence of“centipede-shaped”scars in the observation group was significantly lower than that in the control group at 1 to 6 months after operation(P<0.05).Conclusion:Compared with traditional silk suture,skin staple suture has obvious advantages in suture speed and cosmetic effect.
基金financially supported by the National Natural Science Foundation of China,No.30772870
文摘The goal of this study was to increase the dopamine content and reduce dopaminergic metabolites in the brain of Parkinson’s disease rats. Using high-performance liquid chromatography, we found that dopamine and dopaminergic metabolite(dihydroxyphenylacetic acid and homovanillic acid) content in the midbrain of Parkinson’s disease rats was increased after neural stem cell transplantation + Zhichan decoction, compared with neural stem cell transplantation alone. Our genetic algorithm results show that dihydroxyphenylacetic acid and homovanillic acid levels achieve global optimization. Neural stem cell transplantation + Zhichan decoction increased dihydroxyphenylacetic acid levels up to 10-fold, while transplantation alone resulted in a 3-fold increment. Homovanillic acid levels showed no apparent change. Our experimental findings show that after neural stem cell transplantation in Parkinson’s disease rats, Zhichan decoction can promote differentiation of neural stem cells into dopaminergic neurons.
基金Supported by National Natural Science Foundation grant NO.40976108Public Projects of Science and Technology Ministry grant NO.201105033
文摘OBJECTIVE:We applied data mining techniques to the study of acupuncture as a treatment for juvenile myopia,with the aim of identifying hidden patterns in the data.METHODS:Fifty patients with juvenile myopia were selected and treated with acupuncture,and data mining was used to analyze the effects of treatment and the influence of behavioral variables.Clustering analysis was used to divide myopia patients into two classifications before acupuncture treatment.Artificial neural network BP algorithm was adopted to analyze the roles of different factors in changes in diopters.An association algorithm was used to analyze factors associated with the subjective experience of acupuncture and average diopter.RESULTS:The two classification results were fully consistent with the understandings of the ophthalmic circles.The duration of using the Internet and watching TV every day was the main factor that affected vision.Acupuncture feelings and therapeutic effect have a strong correlativity.A good or above experience's score of acupuncture could slow the progression of juvenile myopia.CONCLUSION:Collecting data from patients with juvenile myopia by using data mining can extract hidden potential rules and knowledge from the research evidence.The decision support can be provided to improve the doctor's clinical acupuncture treatment effects.
基金Supported by Shanghai Traditional Chinese Medicine Science and Technology innovation Project:no.ZYKC201601002~~
文摘Objective: To compare the effect differences of electroacupuncture(EA) at Jiajǐ(夹脊 EX-B2) and conventional acupoints for lumbar intervertebral disc herniation(LIDH) and the factors influenced the effect during the way of data mining.Methods: A total of 160 patients of LIDH were randomly assigned into the EX-B2 group and the conventional acupoints group, 80 cases in each one. The patients in the EX-B2 group received EA at the symmetrical 2 acupoints of the bilateral EX-B2 on the lesion part. The patients in the conventional acupoints group received EA at the tender point of the lesion part, Zhibian( 秩边BL54), Huantiao(环跳 GB30),weǐzhōng(委中BL40), Chéngshān(承山BL57) and Fúyáng(跗阳BL59) on the affected side. The retain time of the needles is both 45 min. The treatment of the two groups is 3 times a week and for a connective 20 times. The modified Assessment Criteria for Low Lumbar Pain of Japanese Orthopedic Association(JOA),Visual Analogue Scale(VAS) were evaluated before and after the treatment and at the 6-month follow up.Results:(1) Effective outcomes. JOA score: The JOA score of the patients in the EX-B2 group after treatment was(20.89 士 3.43), and was(19.35 ±4.02) on the follow-up. Compared with the JOA score(12.35 ±4.42) in the same group before the treatment, there were statistical significant higher(both P0.05). The JOA score in the EX-B2 group after treatment and on the follow-up were both higher than that of the conventional acupoints group at the same time point(both P0.05). VAS score: The VAS score of the patients in the EX-B2 group on the 24 h after the first treatment was(4.09 ± 1.81), and was(2.11 ± 1.30) after the treatment. Compared with the VAS score(4.09 ± 1.81) in the same group before the treatment, there were statistical significant lower(both P0.05). The VAS score in the EX-B2 group on the 24 h after the first treatment and after treatment showed no statistical differences than that of the conventional acupoints group at the same time point(both P0.05).(2)Related results from data mining: The middle-aged people and disease duration less than six months, their effect of the immediate treatment was the best. According to JOA score, EA at EX-B2 was better than EA conventional acupoints,either in the process of treatment effect, or in pertinence of the treatment, which were superior to EA conventional acupoints therapy; The best curative effect time of EA at EX-B2 was the first treatment after24 h, and the best curative effect of the conventional acupoints was after the first treatment. The age and disease duration also affected curative effect.Conclusion: The effect of EA at EX-B2 was superior to the conventional acupoints in treating LIDH.
文摘OBJECTIVE: To investigate the potential rules and knowledge of Traditional Chinese Medicine (TCM) and Western Medicine (WM) treatment on chronic urticaria (CU) based on data-mining methods. METHODS: Sixty patients with chronic urticaria, treated with TCM and WM, were selected. Gray correlation analyses were adopted to determine therapeutic efficacy. Association algorithms were utilized to ascertain the correlation between the disease course and treatment results. A genetic algorithm was applied to discover the optimization model in theTCM and WM treatment on CU. RESULTS: The total symptom scores after 4 weeks and 8 weeks of treatment in the TCM spleen-strengthening group correlated highly with the pretreatment total symptom score. The duration of treatment showed the greatest impact on the total symptom score. A quartic equation was established (y= - 1.6403x 10 - 6x4+0.00025576x3+0.0012819 x2 - 1.024x+79.5879, and x=106.9518, y=83.0036) using the genetic algorithm. CONCLUSION: TCM treatment had a better effect in the later stage, whereas WM was better in the early stage. The duration of disease course had an impact on the effects of treatment. If the average total symptom score before treatment was 〈 83.0036, TCM or WM treatment could achieve better efficacy.
基金supported by the National Natural Science Foundation of China(21802065 and 12004156)Shenzhen DRC Project[2018]1433+4 种基金Shenzhen Science and Technology Program(KQTD20190929173815000)ShenzhenBasicResearchFund(JCYJ20190809181601639)Guangdong Innovative and Entrepreneurial Research Team Program(2019ZT08C044)The microscopy charaterization was performed at the Pico Center at SUSTech that receives support from the Presidential FundDevelopment and Reform Commission of Shenzhen MunicipalitySUSTech Presidential Postdoctoral Fellowship。
文摘As a promising anode material candidate for sodium-ion batteries,antimony(Sb)has attracted enormous research interest due to its high specific capacity and low sodiation voltage.However,its dramatic volume expansion upon sodiation adversely affects its cycle stability.We have developed an oxidation-coating-reduction strategy for fabricating yolk-shell Sb@C rods from commercially available Sb powder.In particular,the thermal reduction of vaporized Sb_(2)O_(3) generates densely distributed Sb single atoms and clusters on the carbon shell.The sodiation process of the Sb@C sample was recorded through in situ transmission electron microscopy.Irregular expansion of Sb particles was observed,and it was also revealed that the carbon shell could deform with the expanded Sb particles.Beyond the intuitively understood advantage that internal voids can provide space for expansion of internal active materials,the deformability of carbon shells can add further ability to withstand the volume expansion.The two structural merits of the yolk-shell construction enable the Sb@C material to deliver an enhanced cycle performance.Its reversible capacity exceeds 620 mA h g^(−1) at 0.1C,with an initial coulombic efficiency of up to 84.9%,and about 95%of the capacity in the charging voltage profile is delivered below 1.0 V vs.Na+/Na.These performance metrics are very promising for potential practical applications.
基金Supported by National Natural Science Foundation of China:81674071Shanghai TCM technological innovation program:ZYKC201601002
文摘Objective: To observe the differences in the effects and mechanisms on chronic gastritis treated by ginger-isolated moxibustion at Zúsānlǐ(足三里ST 36) and Nèiguān(内关PC 6).Methods: A total of 60 eligible patients of chronic gastritis were randomized into two groups, a ST 36 group(ginger-isolated moxibustion at ST 36, 30 cases) and a PC 6 group(ginger-isolated moxibustion at PC 6, 30 cases). Before and after 6 treatments, the total variability of heart rate(TV) and the scores in Scale for gastrointestinal diseases of traditional Chinese medicine were determined and recorded. Using correlation analysis, the hidden correlation condition that affects the therapeutic outcomes was excavated from the data. With least square method, the gradient curve(K value) of TV in treatment was estimated and the correlation between the effect mechanism and autonomic nerve regulation was excavated.Results: ① In ST 36 group, the duration of sickness, severity of disease and the activity of autonomic nerve before treatment presented the underlying correlation with the therapeutic effects. In contrast, the hidden correlation in PC 6 group was not clear. ② In ST 36 group, the higher K value of TV in treatment was, the more significant the therapeutic effects were, but in PC group, K value was reversely related to the therapeutic effects.Conclusion: The therapeutic effects of ginger-isolated moxibustion at single acupoint are correlated with the duration and severity of sickness. The therapeutic effects in ST 36 group were improved by the modulation of autonomic nerve activity and the effects in PC 6 group were negatively correlated with autonomic nerve activity. It is deduced that the effect mechanisms are different on single acupoint for chronic gastritis between the two points.
基金Supported by Chinese"Disease"Sub-health Medicine Research and Intervention of the Eleventh Five-Year Science and Technology Support Project of China(No.2006BAI13B01)Financial Support Case Studies of Traditional Chinese Medicine Treatment of Disease and Health Management Ideas of Shanghai Health Bureau(No.2010227)+2 种基金Scientific Innovation Research Funds of Shanghai Municipal Education Commission(No.14YZ061)Teacher Academic Community Fund of Shanghai University of Traditional Chinese Medicine(No.2013JXG03)Chinese Culture and Its Core Value System Modernization Transformation of the National Social Science Funds(No.12AZD094)
文摘OBJECTIVE: To apply data mining methods to research on the state of sub-mental health among residents in eight provinces and cities in China and to mine latent knowledge about many conditions through data mining and analysis of data on 3970 sub-mentally healthy individuals selected from 13385 relevant question naires.METHODS: The strategic tree algorithm was used to identify the main mani festations of the state of sub-mental health. The backpropogation artificial neural network was used to analyze the main mani festations of sub-healthy mental states of three different degrees. A sub-mental health evaluation model was then established to achieve predictive evaluationresults.RESULTS: Using classifications from the Scale of Chinese Sub-healthy State, the main manifestations of sub-mental health selected using the strate gictree were F1101(Do you lack peace of mind?),F1102(Are you easily nervous when something comes up?), and F1002(Do you often sigh?). The relative intensity of manifestations of sub-mental health was highest for F1101, followed by F1102,and then F1002. Through study of the neural network, better differentiation could be made between moderate and severe and between mild and severe states of sub-mental health. The differentiation between mild and moderate sub-mental health states was less apparent. Additionally, the sub-mental health state evaluation model, which could be used to predict states of sub-mental health of different individuals, was established using F1101, F1102, F1002, and the mental self-assessment totals core.CONCLUSION: The main manifestations of the state of sub-mental health can be discovered using data mining methods to research and analyze the latent laws and knowledge hidden in research evidence on the state of sub-mental health. The state of sub-mental health of different individuals can be rapidly predicted using the model established here.This can provide a basis for assessment and intervention for sub-mental health. It can also replace the relatively outdated approaches to research on sub-health in the technical era of information and digitization by combining the study of states of sub-mental health with information techniques and by further quantifying the relevant information.