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| 1 | Towards an Artificial Intelligence Framework for Data-Driven Prediction of Coronavirus Clinical Severity显示文摘The virus SARS-CoV2,which causes the Coronavirus disease COVID-19 has become a pandemic and has spread to every inhabited continent.Given the increasing caseload,there is an urgent need to augment clinical skills in order to identify from among the many mild cases the few that will progress to critical illness.We present a first step towards building an artificial intelligence(AI)framework,with predictive analytics(PA)capabilities applied to real patient data,to provide rapid clinical decision-making support.COVID-19 has presented a pressing need as a)clinicians are still developing clinical acumen given the disease’s novelty,and b)resource limitations in a rapidly expanding pandemic require difficult decisions relating to resource allocation.The objectives of this research are:(1)to algorithmically identify the combinations of clinical characteristics of COVID-19 that predict outcomes,and(2)to develop a tool with AI capabilities that will predict patients at risk for more severe illness on initial presentation.The predictive models learn from historical data to help predict specifically who will develop acute respiratory distress syndrome(ARDS),a severe outcome in COVID-19.Our experimental results based on two hospitals in Wenzhou,Zhejang,China identify features most predictive of ARDS in COVID-19 initial presentation which would not have stood out to clinicians.A mild increase in elevated alanine aminotransferase(ALT)(a liver enzyme)),a presence of myalgias(body aches),and an increase in hemoglobin,in this order,are the clinical features,on presentation,that are the most predictive.Those two centers’COVID-19 case series symptoms on initial presentation can help predict severe outcomes.Predictive models that learned from historical data of patients from two Chinese hospitals achieved 70%to 80%accuracy in predicting severe cases. | Xiangao Jiang Megan Coffee Anasse Bari Junzhang Wang Xinyue Jiang Jianping Huang Jichan Shi Jianyi Dai Jing Cai Tianxiao Zhang Zhengxing Wu Guiqing He Yitong Huang | 2020 | Computers, Materials & Continua2020，，4： | 15 |
| 2 | An Overview of Non.Orthogonal Multiple Access显示文摘In recent years, non-orthogonal multiple access(NOMA) has attracted a lot of attention as a novel and promising power-domain us-er multiplexing scheme for Long-Term Evolution(LTE) enhancement and 5G. NOMA is able to contribute to the improvement ofthe tradeoff between system capacity and user fairness(i.e., cell-edge user experience). This improvement becomes in particularemphasized in a cellular system where the channel conditions vary significantly among users due to the near-far effect. In this arti-cle, we provide an overview of the concept, design and performance of NOMA. In addition, we review the potential benefits and is-sues of NOMA over orthogonal multiple access(OMA) such as orthogonal frequency division multiple access(OFDMA) adoptedby LTE, and the status of 3GPP standardization related to NOMA. | Anass Benjebbour | 2017 | ZTE Communications2017，15，B06： | 3 |
| 3 | 显示文摘 | Lee J W Park M S Anass B | 2010 | Electrochimica Acta2010，55，14： | 1 |
| 4 | Efficient reduction of graphiteoxide by sodium borohydride and its effect on electrical conductance显示文摘 | HYEON J S KI K K ANASS B | 2009 | Adv Functi Mater2009，19，19： | 1 |
| 5 | Efficient reduction of graphite oxide by sodium borohydri de and its effect on electrical conductance显示文摘 | Hyeon-Jin Shin Ki Kang Kim Anass Benayad | 2009 | Adv Funct Master2009，19，： | 1 |
| 6 | Electrochemical lithiation and delithiation of LiMnPO4: Effect of cation substitution 显示文摘 | LEE J W PARK M S ANASS B | 2010 | Electrochim Acta2010，55，： | 1 |
| 7 | Non-linear dynamic system identification: a multi-model approach 显示文摘 | Anass Boukhris Gilles Mourot Jose Ragot | 1999 | International Journal of Control1999，72，78： | 1 |
| 8 | Electrochemical lithiation and delithiation of LiMnPO4 :Effectofcation substitu- tion 显示文摘 | Jong-Won Lee Min-Sik Park Benayad Anass | 2010 | Electrochimica Acta2010，55，： | 1 |
| 9 | Trendsin Small Ceil Enhancmnents in LTE Advanced 显示文摘 | Takehiro Nakamura Satoshi Nagata Anass Benjebbour | 2013 | IEEE Wireless Communication Magazine2013，，2： | 1 |
| 10 | Versatile Coating of Lithium Conductive Li 2 TiF 6 on Over-lithiated Layered Oxide in Lithium-Ion Batteries显示文摘 | Wonchang Choi Anass Benayard Jin-Hwan Park Junho Park Seok-Gwang Doo Junyoung Mun | 2014 | Electrochimica Acta2014，，： | 1 |
| 11 | Reoptimization in Lagrangian methods for the 0 - 1 quadratic knapsack problem 显示文摘 | LUCAS LITOCART ANASS NAGIH GIRARD PLATEAU | 2012 | Computers & Operations Research2012，39，1： | 1 |
| 12 | Determination of carbamate pesticides using micro-solid-phase extraction combined with high-performance liquid chromatography显示文摘 | Chanbasha Basheer Anass Ali Alnedhary B.S. Madhava Rao Hian Kee Lee | 2008 | Journal of Chromatography A2008，，2： | 1 |
| 13 | Nonlinear dynamic system identification: A multi-model approach显示文摘 | Anass B Gilles M Jose R | 1999 | Int J of Control1999，72，59： | 1 |
| 14 | Selective oxidation on metallic carbon nanotubes by halogen oxoanions 显示文摘 | Seon M Y Sung J K Hyeon-Jin S Anass B Seong J C Kang K K Soo M K Jin P Y Gunn K Jae Y C | 2008 | Journal of the American Chemical Society2008，130，8： | 1 |
| 15 | Electro- chemical lithiation and delithiation of LiMnPO4: Effect of cation substitution 显示文摘 | Jong-Won Lee Min-Sik Park Benayad Anass | 2010 | Electrochim Acta2010，55，13： | 1 |
| 16 | Trends in Small Cell Enhancements in LTE Advanced显示文摘 | Takehiro Nakamura Satoshi Nagata Anass Benjebbour | 2013 | IEEE Comnmnications Magazine2013，，2： | 1 |
| 17 | Trends in small cell enhancements in LTE advanced显示文摘 | TAKEHIRO N SATOSHI N ANASS B YOSHIHISA K TANG H SHEN X YANG N LI N | 2013 | IEEE Communications Magazine2013，51，2： | 1 |
| 18 | 显示文摘 | Lee J W Park M S Anass B | 2010 | Electrochimica Acta2010，55，13： | 1 |
| 19 | Successfulpreoperative localizationof a small pancreatic Insulinoma by diffusion-weightedMRI显示文摘 | Anass A Anne M Jean C | 2009 | JPancreas (Online)2009，10，5： | 1 |
| 20 | Electrochemical lithiation and delithiation of LiMnPO4:effect of cation substitution显示文摘 | Lee J W Park M S Anass B | 2010 | Electrochimica Acta2010，55，13： | 1 |
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