Laser-plasma physics has developed rapidly over the past few decades as lasers have become both more powerful and more widely available.Early experimental and numerical research in this field was dominated by single-s...Laser-plasma physics has developed rapidly over the past few decades as lasers have become both more powerful and more widely available.Early experimental and numerical research in this field was dominated by single-shot experiments with limited parameter exploration.However,recent technological improvements make it possible to gather data for hundreds or thousands of different settings in both experiments and simulations.This has sparked interest in using advanced techniques from mathematics,statistics and computer science to deal with,and benefit from,big data.At the same time,sophisticated modeling techniques also provide new ways for researchers to deal effectively with situation where still only sparse data are available.This paper aims to present an overview of relevant machine learning methods with focus on applicability to laser-plasma physics and its important sub-fields of laser-plasma acceleration and inertial confinement fusion.展开更多
The development of scientific inquiry and research has yielded numerous benefits in the realm of intelligent traffic control systems, particularly in the realm of automatic license plate recognition for vehicles. The ...The development of scientific inquiry and research has yielded numerous benefits in the realm of intelligent traffic control systems, particularly in the realm of automatic license plate recognition for vehicles. The design of license plate recognition algorithms has undergone digitalization through the utilization of neural networks. In contemporary times, there is a growing demand for vehicle surveillance due to the need for efficient vehicle processing and traffic management. The design, development, and implementation of a license plate recognition system hold significant social, economic, and academic importance. The study aims to present contemporary methodologies and empirical findings pertaining to automated license plate recognition. The primary focus of the automatic license plate recognition algorithm was on image extraction, character segmentation, and recognition. The task of character segmentation has been identified as the most challenging function based on my observations. The license plate recognition project that we designed demonstrated the effectiveness of this method across various observed conditions. Particularly in low-light environments, such as during periods of limited illumination or inclement weather characterized by precipitation. The method has been subjected to testing using a sample size of fifty images, resulting in a 100% accuracy rate. The findings of this study demonstrate the project’s ability to effectively determine the optimal outcomes of simulations.展开更多
Hepatitis E virus(HEV)is a major cause of viral hepatitis globally.There is growing concern about transfusion-transmitted HEV(TT-HEV)as an emerging global health problem.HEV can potentially result in chronic infection...Hepatitis E virus(HEV)is a major cause of viral hepatitis globally.There is growing concern about transfusion-transmitted HEV(TT-HEV)as an emerging global health problem.HEV can potentially result in chronic infection in immunocompromised patients,leading to a higher risk of liver cirrhosis and even death.Between 0.0013%and 0.281%of asymptomatic blood donors around the world have HEV viremia,and 0.27%to 60.5%have anti-HEV immunoglobulin G.HEV is infectious even at very low blood concentrations of the virus.Immunosuppressed patients who develop persistent hepatitis E infection should have their immunosuppressant regimen reduced;ribavirin may be considered as treatment.Pegylated interferon can be considered in those who are refractory or intolerant to ribavirin.Sofosbuvir,a nucleotide analog,showed modest antiviral activity in some clinical studies but sustained viral response was not achieved.Therefore,rescue treatment remains an unmet need.The need for HEV screening of all blood donations remains controversial.Universal screening has been adopted in some countries after consideration of risk and resource availability.Various pathogen reduction methods have also been proposed to reduce the risk of TT-HEV.Future studies are needed to define the incidence of transmission through transfusion,their clinical features,outcomes and prognosis.展开更多
Maintaining the balance between eliciting immune responses against foreign pro-teins and tolerating self-proteins is crucial for maintenance of homeostasis.The functions of programmed death protein 1(PD-1)and its liga...Maintaining the balance between eliciting immune responses against foreign pro-teins and tolerating self-proteins is crucial for maintenance of homeostasis.The functions of programmed death protein 1(PD-1)and its ligand programmed death ligand 1(PD-L1)are to inhibit immune responses so that over-reacting immune cells does not cause any damage to its own body cells.However,cancer cells hijack this mechanism to attenuate immune cells functions and create an immunosuppressive environment that fuel their continuous growth and proliferation.Over the past few years’rapid development in cancer immunotherapy has opened a new avenue in cancer treatment.Blockade of PD-1 and PD-L1 has become a potential strategy that rescue the functions of immune cells to fight against cancer with high efficacy.Initially,immune checkpoint monotherapies were not very successful,making breast cancer less immunogenic.Although,recent reports support the presence of tumor infiltrating lympho-cytes(TILs)in breast cancer that make it favorable for PD-1/PD-L1 mediated immunotherapy,which is effective in PD-L1 positive patients.Recently,anti-PD-1(pembrolizumab)and anti-PD-L1(atezolizumab)gets FDA approval for breast cancer treatment and make PD-1/PD-L1 immunotherapy is meaningful for further research.Likewise,this article gathered understand-ing of PD-1 and PD-L1 in recent years,their signaling networks,interaction with other mole-cules,regulations of their expressions and functions in both normal and tumor tissue microenvironments are crucial to find and design therapeutic agents that block this pathway and improve the treatment efficacy.Additionally,authors collected and highlighted most of the important clinical trial reports on monotherapy and combination therapy.展开更多
BACKGROUND Sleep problems are particularly prevalent in people with depression or anxiety disorder.Although mindfulness has been suggested as an important component in alleviating insomnia,no comprehensive review and ...BACKGROUND Sleep problems are particularly prevalent in people with depression or anxiety disorder.Although mindfulness has been suggested as an important component in alleviating insomnia,no comprehensive review and meta-analysis has been conducted to evaluate the effects of different mindfulness-based intervention(MBI)programs on sleep among people with depression or anxiety disorder.AIM To compare the effects of different MBI programs on sleep among people with depression or anxiety disorder.METHODS Related publications in Embase,Medline,PubMed and PsycINFO databases were systematically searched from January 2010 to June 2020 for randomised controlled trials.Data were synthesized using a random-effects or a fixed-effects model to analyse the effects of various MBI programs on sleep problems among people with depression or anxiety disorder.The fixed-effects model was used when heterogeneity was negligible,and the random-effects model was used when heterogeneity was significant to calculate the standardised mean differences(SMDs)and 95%confidence intervals(CIs).RESULTS We identified 397 articles,of which 10 randomised controlled trials,involving a total of 541 participants,were included in the meta-analysis.Studies of internet mindfulness meditation intervention(IMMI),mindfulness meditation(MM),mindfulness-based cognitive therapy(MBCT),mindfulness-based stress reduction(MBSR)and mindfulness-based touch therapy(MBTT)met the inclusion criteria.The greatest effect sizes are reported in favour of MBTT,with SMDs of-1.138(95%CI:-1.937 to-0.340;P=0.005),followed by-1.003(95%CI:-1.645 to-0.360;P=0.002)for MBCT.SMDs of-0.618(95%CI:-0.980 to-0.257;P=0.001)and-0.551(95%CI:-0.842 to-0.260;P<0.0001)were reported for IMMI and MBSR in the pooling trials,respectively.Significant effects on sleep problem improvement are shown in all reviewed MBI programs,except MM,for which the effect size was shown to be nonsignificant.CONCLUSION All MBI programs(MBTT,MBCT,IMMI and MBSR),except MM,are effective options to improve sleep problems展开更多
OBJECTIVE:To assess the effectiveness and safety of traditional Chinese medical therapy for cancer-related fatigue.METHODS:We systematically searched eight electronic databases up to June 2017 for randomized clinical ...OBJECTIVE:To assess the effectiveness and safety of traditional Chinese medical therapy for cancer-related fatigue.METHODS:We systematically searched eight electronic databases up to June 2017 for randomized clinical trials of traditional Chinese medical therapy for cancer-related fatigue.Two authors independently extracted data and assessed the risk bias of the included trials using the Cochrane Handbook.Data were analyzed by Rev Man 5.2 software.RESULTS:A total of 23 trials involving 1832 participants identified with cancer-related fatigue were included.Twenty trials reported a beneficial effect of traditional Chinese medical therapy on cancer-related fatigue.On pooling the data from Chinese herbal medicine therapy and acupuncture or moxibustion therapy,respectively,significant differences were found between experimental groups and control groups.Fatigue improvement rates showed significant differences between traditional Chinese medical therapy and control groups[odds ratio(OR),7.62;95%confidence interval(CI),3.75-15.49;P<0.00001;and OR,3.78;95%CI,2.29-6.23;P<0.00001).Fatigue change scores also showed significant differences between the two groups(mean difference,-0.91;95%CI,-1.16 to-0.65;P<0.00001).Eleven trials demonstrated that traditional Chinese medical therapy improved the quality of life of cancer patients.No severe adverse effects occurred in traditional Chinese medical therapy groups.CONCLUSION:Meta-analysis showed that Chinese medical therapy seems to be effective and safe in the treatment of cancer-related fatigue.展开更多
基金The authors acknowledge the use of GPT-3[288](text-davinci-003)in the copy-editing process of this manuscript.
文摘Laser-plasma physics has developed rapidly over the past few decades as lasers have become both more powerful and more widely available.Early experimental and numerical research in this field was dominated by single-shot experiments with limited parameter exploration.However,recent technological improvements make it possible to gather data for hundreds or thousands of different settings in both experiments and simulations.This has sparked interest in using advanced techniques from mathematics,statistics and computer science to deal with,and benefit from,big data.At the same time,sophisticated modeling techniques also provide new ways for researchers to deal effectively with situation where still only sparse data are available.This paper aims to present an overview of relevant machine learning methods with focus on applicability to laser-plasma physics and its important sub-fields of laser-plasma acceleration and inertial confinement fusion.
文摘The development of scientific inquiry and research has yielded numerous benefits in the realm of intelligent traffic control systems, particularly in the realm of automatic license plate recognition for vehicles. The design of license plate recognition algorithms has undergone digitalization through the utilization of neural networks. In contemporary times, there is a growing demand for vehicle surveillance due to the need for efficient vehicle processing and traffic management. The design, development, and implementation of a license plate recognition system hold significant social, economic, and academic importance. The study aims to present contemporary methodologies and empirical findings pertaining to automated license plate recognition. The primary focus of the automatic license plate recognition algorithm was on image extraction, character segmentation, and recognition. The task of character segmentation has been identified as the most challenging function based on my observations. The license plate recognition project that we designed demonstrated the effectiveness of this method across various observed conditions. Particularly in low-light environments, such as during periods of limited illumination or inclement weather characterized by precipitation. The method has been subjected to testing using a sample size of fifty images, resulting in a 100% accuracy rate. The findings of this study demonstrate the project’s ability to effectively determine the optimal outcomes of simulations.
文摘Hepatitis E virus(HEV)is a major cause of viral hepatitis globally.There is growing concern about transfusion-transmitted HEV(TT-HEV)as an emerging global health problem.HEV can potentially result in chronic infection in immunocompromised patients,leading to a higher risk of liver cirrhosis and even death.Between 0.0013%and 0.281%of asymptomatic blood donors around the world have HEV viremia,and 0.27%to 60.5%have anti-HEV immunoglobulin G.HEV is infectious even at very low blood concentrations of the virus.Immunosuppressed patients who develop persistent hepatitis E infection should have their immunosuppressant regimen reduced;ribavirin may be considered as treatment.Pegylated interferon can be considered in those who are refractory or intolerant to ribavirin.Sofosbuvir,a nucleotide analog,showed modest antiviral activity in some clinical studies but sustained viral response was not achieved.Therefore,rescue treatment remains an unmet need.The need for HEV screening of all blood donations remains controversial.Universal screening has been adopted in some countries after consideration of risk and resource availability.Various pathogen reduction methods have also been proposed to reduce the risk of TT-HEV.Future studies are needed to define the incidence of transmission through transfusion,their clinical features,outcomes and prognosis.
基金supported by the Department of Science and Technology(Nano Mission:DST/NM/NT/2018/105(G),SERB:EMR/2017/000992/HS&EMR/2017/001183)Council of Scientific and Industrial Research[(FBR Project No.31-2(274)2020e21),HCP-40],Govt.of India.
文摘Maintaining the balance between eliciting immune responses against foreign pro-teins and tolerating self-proteins is crucial for maintenance of homeostasis.The functions of programmed death protein 1(PD-1)and its ligand programmed death ligand 1(PD-L1)are to inhibit immune responses so that over-reacting immune cells does not cause any damage to its own body cells.However,cancer cells hijack this mechanism to attenuate immune cells functions and create an immunosuppressive environment that fuel their continuous growth and proliferation.Over the past few years’rapid development in cancer immunotherapy has opened a new avenue in cancer treatment.Blockade of PD-1 and PD-L1 has become a potential strategy that rescue the functions of immune cells to fight against cancer with high efficacy.Initially,immune checkpoint monotherapies were not very successful,making breast cancer less immunogenic.Although,recent reports support the presence of tumor infiltrating lympho-cytes(TILs)in breast cancer that make it favorable for PD-1/PD-L1 mediated immunotherapy,which is effective in PD-L1 positive patients.Recently,anti-PD-1(pembrolizumab)and anti-PD-L1(atezolizumab)gets FDA approval for breast cancer treatment and make PD-1/PD-L1 immunotherapy is meaningful for further research.Likewise,this article gathered understand-ing of PD-1 and PD-L1 in recent years,their signaling networks,interaction with other mole-cules,regulations of their expressions and functions in both normal and tumor tissue microenvironments are crucial to find and design therapeutic agents that block this pathway and improve the treatment efficacy.Additionally,authors collected and highlighted most of the important clinical trial reports on monotherapy and combination therapy.
文摘BACKGROUND Sleep problems are particularly prevalent in people with depression or anxiety disorder.Although mindfulness has been suggested as an important component in alleviating insomnia,no comprehensive review and meta-analysis has been conducted to evaluate the effects of different mindfulness-based intervention(MBI)programs on sleep among people with depression or anxiety disorder.AIM To compare the effects of different MBI programs on sleep among people with depression or anxiety disorder.METHODS Related publications in Embase,Medline,PubMed and PsycINFO databases were systematically searched from January 2010 to June 2020 for randomised controlled trials.Data were synthesized using a random-effects or a fixed-effects model to analyse the effects of various MBI programs on sleep problems among people with depression or anxiety disorder.The fixed-effects model was used when heterogeneity was negligible,and the random-effects model was used when heterogeneity was significant to calculate the standardised mean differences(SMDs)and 95%confidence intervals(CIs).RESULTS We identified 397 articles,of which 10 randomised controlled trials,involving a total of 541 participants,were included in the meta-analysis.Studies of internet mindfulness meditation intervention(IMMI),mindfulness meditation(MM),mindfulness-based cognitive therapy(MBCT),mindfulness-based stress reduction(MBSR)and mindfulness-based touch therapy(MBTT)met the inclusion criteria.The greatest effect sizes are reported in favour of MBTT,with SMDs of-1.138(95%CI:-1.937 to-0.340;P=0.005),followed by-1.003(95%CI:-1.645 to-0.360;P=0.002)for MBCT.SMDs of-0.618(95%CI:-0.980 to-0.257;P=0.001)and-0.551(95%CI:-0.842 to-0.260;P<0.0001)were reported for IMMI and MBSR in the pooling trials,respectively.Significant effects on sleep problem improvement are shown in all reviewed MBI programs,except MM,for which the effect size was shown to be nonsignificant.CONCLUSION All MBI programs(MBTT,MBCT,IMMI and MBSR),except MM,are effective options to improve sleep problems
基金Supported by Grants from the Natural Science Foundation of China(No.81903991,No.81974543)the Natural Science Foundation of Guangdong Province(No.2017A030310326,No.2019A1515011362)+3 种基金the Guangzhou science and technology plan project(No.201804010149,No.202002030155)the Chinese medicine science and technology research project of Guangdong Provincial Hospital of Chinese Medicine(No.YN2019MJ09)the Major Research Projects in First-class Disciplines of Guangzhou University of Chinese Medicine(No.A1260619111001)the Guangdong Provincial Key Laboratory of Clinical Research on Traditional Chinese Medicine Syndrome(No.ZH2020KF03)
文摘OBJECTIVE:To assess the effectiveness and safety of traditional Chinese medical therapy for cancer-related fatigue.METHODS:We systematically searched eight electronic databases up to June 2017 for randomized clinical trials of traditional Chinese medical therapy for cancer-related fatigue.Two authors independently extracted data and assessed the risk bias of the included trials using the Cochrane Handbook.Data were analyzed by Rev Man 5.2 software.RESULTS:A total of 23 trials involving 1832 participants identified with cancer-related fatigue were included.Twenty trials reported a beneficial effect of traditional Chinese medical therapy on cancer-related fatigue.On pooling the data from Chinese herbal medicine therapy and acupuncture or moxibustion therapy,respectively,significant differences were found between experimental groups and control groups.Fatigue improvement rates showed significant differences between traditional Chinese medical therapy and control groups[odds ratio(OR),7.62;95%confidence interval(CI),3.75-15.49;P<0.00001;and OR,3.78;95%CI,2.29-6.23;P<0.00001).Fatigue change scores also showed significant differences between the two groups(mean difference,-0.91;95%CI,-1.16 to-0.65;P<0.00001).Eleven trials demonstrated that traditional Chinese medical therapy improved the quality of life of cancer patients.No severe adverse effects occurred in traditional Chinese medical therapy groups.CONCLUSION:Meta-analysis showed that Chinese medical therapy seems to be effective and safe in the treatment of cancer-related fatigue.
