Recently,a generalized successive cancellation list(SCL)decoder implemented with shiftedpruning(SP)scheme,namely the SCL-SP-ωdecoder,is presented for polar codes,which is able to shift the pruning window at mostωtim...Recently,a generalized successive cancellation list(SCL)decoder implemented with shiftedpruning(SP)scheme,namely the SCL-SP-ωdecoder,is presented for polar codes,which is able to shift the pruning window at mostωtimes during each SCL re-decoding attempt to prevent the correct path from being eliminated.The candidate positions for applying the SP scheme are selected by a shifting metric based on the probability that the elimination occurs.However,the number of exponential/logarithm operations involved in the SCL-SP-ωdecoder grows linearly with the number of information bits and list size,which leads to high computational complexity.In this paper,we present a detailed analysis of the SCL-SP-ωdecoder in terms of the decoding performance and complexity,which unveils that the choice of the shifting metric is essential for improving the decoding performance and reducing the re-decoding attempts simultaneously.Then,we introduce a simplified metric derived from the path metric(PM)domain,and a custom-tailored deep learning(DL)network is further designed to enhance the efficiency of the proposed simplified metric.The proposed metrics are both free of transcendental functions and hence,are more hardware-friendly than the existing metrics.Simulation results show that the proposed DL-aided metric provides the best error correction performance as comparison with the state of the art.展开更多
Objective:Indocyanine green(ICG)with near-infrared fluorescence absorption is approved by the United States Food and Drug Administration for clinical applications in angiography,blood flow evaluation,and liver functio...Objective:Indocyanine green(ICG)with near-infrared fluorescence absorption is approved by the United States Food and Drug Administration for clinical applications in angiography,blood flow evaluation,and liver function assessment.It has strong optical absorption in the near-infrared region,where light can penetrate deepest into biological tissue.We sought to review its value in guiding prostate cancer treatment.Methods:All related literature at PubMed from January 2000 to December 2020 were reviewed.Results:Multiple preclinical studies have demonstrated the usefulness of ICG in identifying prostate cancer by using different engineering techniques.Clinical studies have demonstrated the usefulness of ICG in guiding sentinel node dissection during radical prostatectomy,and possible better preservation of neurovascular bundle by identifying landmark prostatic arteries.New techniques such as adding fluorescein in additional to ICG were tested in a limited number of patients with encouraging result.In addition,the use of the ICG was shown to be safe.Even though there are encouraging results,it does not carry sufficient sensitivity and specificity in replacing extended pelvic lymph node dissection during radical prostatectomy.Conclusion:Multiple preclinical and clinical studies have shown the usefulness of ICG in identifying and guiding treatment for prostate cancer.Larger randomized prospective studies are warranted to further test its usefulness and find new modified approaches.展开更多
The internationalization of talent cultivation in the field of international higher education is a widely discussed topic among higher education institutions worldwide.This paper conducts a comparative study of domest...The internationalization of talent cultivation in the field of international higher education is a widely discussed topic among higher education institutions worldwide.This paper conducts a comparative study of domestic and foreign higher education institutions and identifies some differences in the internationalization of talent cultivation among different countries and regions.Firstly,the study summarizes the changes in talent cultivation through domestic study abroad programs and overseas study programs.Then,this paper introduces the“Knowledge-Practice-Research”international talent cultivation model in China and the international talent cultivation model in Japan as an example.Finally,this study compares the international talent cultivation models in domestic and foreign higher education institutions.The results indicate that the internationalization of talent cultivation models needs to be adjusted according to different training objectives,specific countries,and even regional circumstances to adapt to local characteristics and the international environment.Overall,different countries and regions have different emphases and characteristics in the internationalization of talent cultivation in higher education institutions.However,regardless of the country,higher education institutions should focus on enhancing students’international perspectives and cross-cultural communication skills to adapt to the globalized economic and social environment.展开更多
基金supported in part by the National Key Research and Development Program of China under Grant 2018YFB1802303in part by the Zhejiang Provincial Natural Science Foundation of China under Grant LQ20F010010。
文摘Recently,a generalized successive cancellation list(SCL)decoder implemented with shiftedpruning(SP)scheme,namely the SCL-SP-ωdecoder,is presented for polar codes,which is able to shift the pruning window at mostωtimes during each SCL re-decoding attempt to prevent the correct path from being eliminated.The candidate positions for applying the SP scheme are selected by a shifting metric based on the probability that the elimination occurs.However,the number of exponential/logarithm operations involved in the SCL-SP-ωdecoder grows linearly with the number of information bits and list size,which leads to high computational complexity.In this paper,we present a detailed analysis of the SCL-SP-ωdecoder in terms of the decoding performance and complexity,which unveils that the choice of the shifting metric is essential for improving the decoding performance and reducing the re-decoding attempts simultaneously.Then,we introduce a simplified metric derived from the path metric(PM)domain,and a custom-tailored deep learning(DL)network is further designed to enhance the efficiency of the proposed simplified metric.The proposed metrics are both free of transcendental functions and hence,are more hardware-friendly than the existing metrics.Simulation results show that the proposed DL-aided metric provides the best error correction performance as comparison with the state of the art.
文摘Objective:Indocyanine green(ICG)with near-infrared fluorescence absorption is approved by the United States Food and Drug Administration for clinical applications in angiography,blood flow evaluation,and liver function assessment.It has strong optical absorption in the near-infrared region,where light can penetrate deepest into biological tissue.We sought to review its value in guiding prostate cancer treatment.Methods:All related literature at PubMed from January 2000 to December 2020 were reviewed.Results:Multiple preclinical studies have demonstrated the usefulness of ICG in identifying prostate cancer by using different engineering techniques.Clinical studies have demonstrated the usefulness of ICG in guiding sentinel node dissection during radical prostatectomy,and possible better preservation of neurovascular bundle by identifying landmark prostatic arteries.New techniques such as adding fluorescein in additional to ICG were tested in a limited number of patients with encouraging result.In addition,the use of the ICG was shown to be safe.Even though there are encouraging results,it does not carry sufficient sensitivity and specificity in replacing extended pelvic lymph node dissection during radical prostatectomy.Conclusion:Multiple preclinical and clinical studies have shown the usefulness of ICG in identifying and guiding treatment for prostate cancer.Larger randomized prospective studies are warranted to further test its usefulness and find new modified approaches.
文摘The internationalization of talent cultivation in the field of international higher education is a widely discussed topic among higher education institutions worldwide.This paper conducts a comparative study of domestic and foreign higher education institutions and identifies some differences in the internationalization of talent cultivation among different countries and regions.Firstly,the study summarizes the changes in talent cultivation through domestic study abroad programs and overseas study programs.Then,this paper introduces the“Knowledge-Practice-Research”international talent cultivation model in China and the international talent cultivation model in Japan as an example.Finally,this study compares the international talent cultivation models in domestic and foreign higher education institutions.The results indicate that the internationalization of talent cultivation models needs to be adjusted according to different training objectives,specific countries,and even regional circumstances to adapt to local characteristics and the international environment.Overall,different countries and regions have different emphases and characteristics in the internationalization of talent cultivation in higher education institutions.However,regardless of the country,higher education institutions should focus on enhancing students’international perspectives and cross-cultural communication skills to adapt to the globalized economic and social environment.
