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| 1 | Deep Learning and Its Applications in Biomedicine显示文摘Advances in biological and medical technologies have been providing us explosive volumes of biological and physiological data,such as medical images,electroencephalography,genomic and protein sequences.Learning from these data facilitates the understanding of human health and disease.Developed from arti?cial neural networks,deep learning-based algorithms show great promise in extracting features and learning patterns from complex data.The aim of this paper is to provide an overview of deep learning techniques and some of the state-of-the-art applications in the biomedical?eld.We?rst introduce the development of arti?cial neural network and deep learning.We then describe two main components of deep learning,i.e.,deep learning architectures and model optimization.Subsequently,some examples are demonstrated for deep learningapplications,including medical image classi?cation,genomic sequence analysis,as well as protein structure classi?cation and prediction.Finally,we offer our perspectives for the future directions in the?eld of deep learning. | Chensi Cao Feng Liu Hai Tan Deshou Song Wenjie Shu Weizhong Li Yiming Zhou Xiaochen Bo Zhi Xie | 2018 | Genomics, Proteomics & Bioinformatics2018，16，1： | 22 |
| 2 | Preparation and properties of chitosan–metal complex:Some factors influencing the adsorption capacity for dyes in aqueous solution显示文摘Chitosan–metal complexes have been widely studied in wastewater treatment, but there are still various factors in complex preparation which are collectively responsible for improving the adsorption capacity need to be further studied. Thus, this study investigates the factors affecting the adsorption ability of chitosan–metal complex adsorbents, including various kinds of metal centers, different metal salts and crosslinking degree. The results show that the chitosan–Fe( Ⅲ) complex prepared by sulfate salts exhibited the best adsorption efficiency(100%) for various dyes in very short time duration(10 min), and its maximum adsorption capacity achieved 349.22 mg/g. The anion of the metal salt which was used in preparation played an important role to enhance the adsorption ability of chitosan–metal complex. SO_4^(2-) ions not only had the effect of crosslinking through electrostatic interaction with amine group of chitosan polymer, but also could facilitate the chelation of metal ions with chitosan polymer during the synthesis process.Additionally, the p H sensitivity and the sensitivity of ionic environment for chitosan–metal complex were analyzed. We hope that these factors affecting the adsorption of the chitosan–metal complex can help not only in optimizing its use but also in designing new chitosan–metal based complexes. | Sadia Rashid Chensi Shen Jing Yang Jianshe Liu Jing Li | 2018 | Journal of Environmental Sciences2018，30，4： | 6 |
| 3 | Recent advances on electroactive CNT-based membranes for environmental applications:The perfect match of electrochemistry and membrane separation显示文摘Global climate change,growing population,and environmental pollution underscore the need for a greater focus on providing advanced water treatment technologies.Although electrochemical basedprocesses are becoming promising solutions,they still face challenges owing to mass transport and upscaling which hinder the exploitation of this technology.Electrode design and reactor configuration are key factors for achieving operational improvements.The electroactive membrane has proven to be a breakthrough technology integrating electrochemistry and membrane separation with an enhanced mass transport by convection.In this review article,we discuss recent progress in environmental applications of electroactive membranes with particular focus on those composed of carbon nanotubes(CNT)due to their intriguing physicochemical prope rties.Their applications in degradation of refractory contaminants,detoxification and sequestration of toxic heavy metal ions,and membrane fouling alleviations are systematically reviewed.We then discuss the existing limitations and opportunities for future research.The development of advanced electroactive systems depends on interdisciplinary collaborations in the areas of materials,electrochemistry,membrane development,and environmental sciences. | Yanbiao Liu Fuqiang Liu Ning Ding Xuemei Hu Chensi Shen Fang Li Manhong Huang Zhiwei Wang Wolfgang Sand Chong-Chen Wang | 2020 | Chinese Chemical Letters2020，31，10： | 6 |
| 4 | Robust power allocation algorithm for analog network coding with imperfect CSI显示文摘Power allocation promises significant benefits in wireless networks.However,these benefits depend on knowledge of the channel state information(CSI),which is hardly perfect.Therefore,robust algorithms that take into account such CSI uncertainties play an important role in the design of practical systems.In this paper,we formulate the power allocation problem as the maximum individual outage probability minimization subject to total power consumption for analog network coding(ANC)protocol of a two-way relay system.We show that these problems can be cast as convex optimization problems.Non-robust power allocation algorithm is first developed under the ideal assumption of perfect CSI.Then we introduce robust optimization methodology that accounts for the imperfect CSI.We show that ignoring CSI uncertainties in our designs can lead to drastic performance degradation.On the other hand,the proposed robust power allocation provides significant performance gain over non-robust power allocation and uniform power allocation in terms of overall system outage probability over a wide range of channel estimation errors.This work highlights the importance of the proposed robust algorithm in realistic two-way relaying networks. | ZHANG ChenSi GE JianHua LI Jing HU Yun | 2014 | Science China(Information Sciences)2014，57，4： | 4 |
| 5 | revised CVSS-based system to improve the dispersion of vulnerability risk scores显示文摘Dear editor,We propose a new vulnerability risk assessment system,CVSS.PCA,for improving CVSS based on principal component analysis(PCA)[1].With the increasing number of security vulnerabilities,vulnerability risk measurement becomes more significant.For a qua nt itative evaluation system,vulnerability risk scores should be sufficiently subdivided.The process of quantitative security vulnerability assessment inchides:choosing metrics to reflect the impact of the vulnerability,assigning value to these metrics,and integrating these metrics in order to gain the risk score of vulnerability. | Chensi WU Tao WEN Yuqing ZHANG | 2019 | Science China(Information Sciences)2019，62，3： | 3 |
| 6 | Traffic-knowledge-based relay selection for asymmetric two-way AF relaying networks显示文摘A novel relay selection criterion,in which the traffic-knowledge is utilized,is proposed for asymmetric two-way amplify-and-forward(AF) relaying networks.The system outage probability,diversity gain and coding gain are then investigated,and closed-form expressions are presented.Simulation results verify the accuracy of our derived outage probability expressions and highlight the performance of the proposed relay selection policy. | ZHANG ChenSi GE JianHua LI Jing ZHU Bin SHI XiaoYe | 2013 | Science China(Information Sciences)2013，56，4： | 2 |
| 7 | Fast and highly efficient removal of dyes under alkaline conditions using magnetic chitosan-Fe(III) hydrogel显示文摘 | Chensi Shen Yu Shen Yuezhong Wen Hongyu Wang Weiping Liu | 2011 | Water Research2011，，16： | 1 |
| 8 | Adifferential mode wide band bandpass filter with enhanced common-mode suppression using slotline resonator显示文摘 | LuYenju ChenSY HsuP | 2012 | IEEE Micro wave and Wireless Component Letters2012，22，10： | 1 |
| 9 | Key regulators of intestinal stem cells:diet,microbiota,and microbial metabolites显示文摘Interactions between diet and the intestinal microbiome play an important role in human health and disease development.It is well known that such interactions,whether direct or indirect,trigger a series of metabolic reactions in the body.Evidence suggests that intestinal stem cells(ISCs),which are phenotypic precursors of various intestinal epithelial cells,play a significant role in the regulation of intestinal barrier function and homeostasis.The advent and evolution of intestinal organoid culture techniques have presented a key opportunity to study the association between the intestinal microenvironment and ISCs.As a result,the effects exerted by dietary factors,intestinal microbiomes,and their metabolites on the metabolic regulation of ISCs and the potential mechanisms underlying such effects are being gradually revealed.This review summarises the effects of different dietary patterns on the behaviour and functioning of ISCs and focuses on the crosstalk between intestinal microbiota,related metabolites,and ISCs,with the aim of fully understanding the relationship between these three factors and providing further insights into the complex mechanisms associated with ISCs in the human body.Gaining an understanding of these mechanisms may lead to the development of novel dietary interventions or drugs conducive to intestinal health. | Chensi Yao Xiaowen Gou Chuanxi Tian Lijuan Zhou Rui Hao Li Wan Zeyu Wang Min Li Xiaolin Tong | 2023 | Journal of Genetics and Genomics2023，50，10： | 1 |
| 10 | TreespeciescompositionandhabitattypesofakarstforestinKenting SouthernTaiwan显示文摘 | WangHH(王相华) SunIF(孙义方) ChienCT(简庆德) PanFJ(潘富俊) KuoCF(郭纪凡) YuMH(游孟雪) KuHL(古心兰) WuSH(伍淑惠) ChengYP(程俞斌) ChenSY(陈舜英) KaoYC(高瑞卿) | | 台湾林业科学0，，： | 1 |
| 11 | Analyzing foreign exchange rates by rough set theory and di- rected acyclic graph support vector machines 显示文摘 | PaiPF ChenSY HuangCW etal | 2010 | Expert Systems with Applications2010，37，： | 1 |
| 12 | Assessment of the perforatorsof anterolateral thigh flaps using 64 -section multidetectorcomputed tomographic angiography in head and neck cancerreconstruction显示文摘 | ChenSY Lin WC Deng SC | 2010 | Eur J Surg Oncol2010，36，11： | 1 |
| 13 | Systematically investigating the key features of the DNase deactivated Cpf1 for tunable transcription regulation in prokaryotic cells显示文摘With a unique crRNA processing capability,the CRISPR associated Cpf1 protein holds great potential for multiplex gene regulation.Unlike the well-studied Cas9 protein,however,conversion of Cpf1 to a transcription regulator and its related properties have not been systematically explored yet.In this study,we investigated the mutation schemes and crRNA requirements for the DNase deactivated Cpf1(dCpf1).By shortening the direct repeat sequence,we obtained genetically stable crRNA co-transcripts and improved gene repression with multiplex targeting.A screen of diversity-enriched PAM library was designed to investigate the PAMdependency of gene regulation by dCpf1 from Francisella novicida and Lachnospiraceae bacterium.We found novel PAM patterns that elicited strong or medium gene repressions.Using a computational algorithm,we predicted regulatory outputs for all possible PAM sequences,which spanned a large dynamic range that could be leveraged for regulatory purposes.These newly identified features will facilitate the efficient design of CRISPR-dCpf1 based systems for tunable multiplex gene regulation. | Chensi Miao Huiwei Zhao Long Qian Chunbo Lou | 2019 | Synthetic and Systems Biotechnology2019，4，1： | 1 |
| 14 | Transformed tobacco with Bacillus thuringiensis crylAa active toxin gene and its entomocid alactivity(苏云金芽孢杆菌crylAa核心毒素基因转化烟草及其杀虫活性)[J]显示文摘 | HANB(韩蓓) YUANZM(袁志明) CHENSY(陈士云) | | 高科技通讯0，，： | 1 |
| 15 | Fast and highly ef- ficient removal of dyes under alkaline conditions using magnetic chitosan-Fe( l]I) hydrogel显示文摘 | Shen Chensi Shcn Yu Wen Yuezhong | 2011 | Water Research2011，45，16： | 1 |
| 16 | StableinvertedbotGtomGemittingorganicelectroluminescentdeviceswithmoGleculardopingandmorphologyimprovement显示文摘 | ChenSY ChuTY ChenJF etal | 2006 | AppliedPhysicsLetters2006，89，05： | 1 |
| 17 | Aninvestigationand study on the plant worship by Yi people in Chuxiong Yunnan (云南楚雄彝族植物崇拜的调查研究)[J]显示文摘 | LIUAZ(刘爱忠) PEISJ(裴盛基) CHENSY(陈三阳) | 2000 | 生物多样性2000，8，1： | 1 |
| 18 | Health care-associated measles outbreak in the United States after an importation: challenges and economic impact显示文摘 | ChenSY AndersonS KuttyPK | 2011 | J Infect Dis2011，203，15： | 1 |
| 19 | Glow discharge plasmain water:A green approach to enhancing ability of chitosan for dyeremoval显示文摘 | Yuezhong Wen Chensi Shen Yanyan Ni | 2012 | Hazardous Materials2012，，201202： | 1 |
| 20 | Soil color: anewsen sitive indicator for climatic change显示文摘 | YangS L ChenSY YanMD | 1999 | Chinese Science Bulletin1999，44，1： | 1 |
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