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IomT-Based Smart Healthcare of Elderly People Using Deep Extreme Learning machine

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Computers, materials & Continua 2023年第7期76卷 19-33页

作者： muath Jarrah Hussam.al Hamadi Ahmed Abu-Khadrah Taher m.Ghazal School of Information Technology Skyline University CollegeUniversity City Sharjah1797SharjahUAE College of Computing and Informatics Saudi Electronic UniversityRiyadh11673Saudi Arabia Center for Cyber Security Faculty of Information Science and TechnologyUniversity Kebangsaan Malaysia(UKM)43600BangiSelangorMalaysia Center for Cyber-Physical Systems Khalifa University127788Abu DhabiUAE

The Internet of medical Things(IomT)enables digital devices to gather,infer,and broadcast health data via the cloud *** phenomenal growth of the IomT is fueled by many factors,including the widespread and growing availability of wearables and the ever-decreasing cost of sensor-based *** is a growing interest in providing solutions for elderly people living assistance in a world where the population is rising *** IomT is a novel reality transforming our daily *** can renovate modern healthcare by delivering a more personalized,protective,and collaborative approach to ***,the current healthcare system for outdoor senior citizens faces new *** healthcare systems are inefficient and lack user-friendly technologies and interfaces appropriate for elderly people in an outdoor ***,in this research work,a IomT based Smart Healthcare of Elderly people using Deep Extreme Learning machine(SH-EDELm)is proposed to monitor the senior citizens’*** performance of the proposed SH-EDELm technique gives better results in terms of 0.9301 accuracy and 0.0699 miss rate,respectively.

关键词： ICT mL FN DELm SH-EDELm

Infrared Spectroscopy-Based Chemometric Analysis for Lard Differentiation in meat Samples

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Computers, materials & Continua 2023年第5期75卷 2859-2871页

作者： muhammad Aadil Siddiqui m.H.md Khir Zaka Ullah muath al Hasan Abdul Saboor Saeed Ahmed magsi Department of Electrical and Electronic Engineering Universiti Teknologi PetronasSeri Iskandar32610Malaysia College of Engineering Al Ain UniversityAl Ain64141United Arab Emirates High Performance Cloud Computing Centre(HPC) Universiti Teknologi PetronasSeri Iskandar32610Malaysia

One of the most pressing concerns for the consumer market is the detection of adulteration in meat products due to their *** rapid and accurate identification mechanism for lard adulteration in meat products is highly necessary,for developing a mechanism trusted by consumers and that can be used to make a definitive *** Transform Infrared Spectroscopy(FTIR)is used in this work to identify lard adulteration in cow,lamb,and chicken samples.A simplified extraction method was implied to obtain the lipids from pure and adulterated *** samples were obtained by mixing lard with chicken,lamb,and beef with different concentrations(10%–50%v/v).Principal component analysis(PCA)and partial least square(PLS)were used to develop a calibration model at 800–3500 cm^(−1).Three-dimension PCA was successfully used by dividing the spectrum in three regions to classify lard meat adulteration in chicken,lamb,and beef *** corresponding FTIR peaks for the lard have been observed at 1159.6,1743.4,2853.1,and 2922.5 cm−1,which differentiate chicken,lamb,and beef *** wavenumbers offer the highest determination coefficient R2 value of 0.846 and lowest root mean square error of calibration(RmSEC)and root mean square error prediction(RmSEP)with an accuracy of 84.6%.Even the tiniest fat adulteration up to 10%can be reliably discovered using this methodology.

关键词： Fourier transform infrared spectroscopy lard halal PCA PLS RmSEC RmSEP

modeling Drug Concentration in Blood through Caputo-Fabrizio and Caputo Fractional Derivatives

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Computer modeling in Engineering & Sciences 2023年第6期135卷 2767-2785页

作者： muath Awadalla Kinda Abuasbeh Yves Yannick Yameni Noupoue mohammed S.Abdo Department of mathematics and Statistics College of ScienceKing Faisal UniversityHafufAl Ahsa31982Saudi Arabia Institute of Statistics Biostatistics and Actuarial ScienceFaculty of ScienceUniversite Catholique de LouvainLouvain-La-Neuve1348Belgium Department of mathematics Hodeidah UniversityAl-Hudaydah3114Yemen

This study focuses on the dynamics of drug concentration in the *** general,the concentration level of a drug in the blood is evaluated by themean of an ordinary and first-order differential *** precisely,it is solved through an initial value *** proposed a newmodeling technique for studying drug concentration in blood *** technique is based on two fractional derivatives,namely,Caputo and Caputo-Fabrizio *** first provided comprehensive and detailed proof of the existence of at least one solution to the problem;we later proved the uniqueness of the existing *** proof was written using the Caputo-Fabrizio fractional derivative and some fixed-point *** via theUlam-Hyers(UH)technique was also *** application of the proposedmodel on two real data sets revealed that the Caputo derivative wasmore suitable in this ***,for the first data set,the model based on the Caputo derivative yielded a mean Squared Error(mSE)of 0.03095 with a corresponding best value of fractional order of derivative of ***-Fabrizio-basedderivative appeared to be the second-best method for the problem,with an mSE of 0.04324 for a corresponding best fractional derivative order of *** the second experiment,Caputo derivative-based model still performed the best as it yielded an mSE of 0.04066,whereas the classical and the Caputo-Fabrizio methods were tied with the same mSE of *** interesting finding was that the mSE yielded by the Caputo-Fabrizio fractional derivative coincided with the mSE obtained from the classical approach.

关键词： Pharmacokinetics caputo fractional derivative stability study Caputo-Fabrizio fractional derivative

major-effect candidate genes identified in cultivated strawberry(Fragaria×ananassa Duch.)for ellagic acid deoxyhexoside and pelargonidin-3-O-malonylglucoside biosynthesis,key polyphenolic compounds

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Horticulture Research 2020年第1期7卷 1109-1125页

作者： Jahn Davik Kjersti Aaby matteo Buti muath alsheikh NadaŠurbanovski Stefan martens Dag Røen Daniel James Sargent Division of Biotechnology and Plant Health Norwegian Institute of Bioeconomy ResearchÅs N-1433Norway NOFImA AS Norwegian Institute of Food Fisheries and Aquaculture ResearchÅs N-1433Norway Department of Agriculture FoodEnvironment and ForestryUniversity of FlorenceFlorenceItaly Graminor Breeding Ltd. N-2322 RidabuNorway Department of Plant Sciences Norwegian University of Life SciencesRidabu N-1432ÅsNorway NIAB-EmR East MallingME196BJ KentUK Department of Food Quality and Nutrition Fondazione Edmund MachCentro Ricerca e InnovazioneVia E.Mach 138010 San Michele all’AdigeTNItaly Department of Genetics Genomics and BreedingNIAB-EMREast MallingME196BJ KentUK

Strawberries are rich in polyphenols which impart health benefits when metabolized by the gut microbiome,including anti-inflammatory,neuroprotective,and antiproliferative *** addition,polyphenolic anthocyanins contribute to the attractive color of strawberry ***,the genetic basis of polyphenol biosynthesis has not been extensively studied in *** this investigation,ripe fruits from three cultivated strawberry populations were characterized for polyphenol content using HPLC-DAD-mSn and genotyped using the iStraw35k *** and QTL analyses identified genetic loci controlling polyphenol *** were identified on four chromosomes for pelargonidin-3-O-malonylglucoside,pelargonidin-3-O-acetylglucoside,cinnamoyl glucose,and ellagic acid deoxyhexoside ***/absence of ellagic acid deoxyhexoside and pelargonidin-3-O-malonylglucoside was found to be under the control of major gene loci on LG1X2 and LG6b,respectively,on the F.×ananassa linkage *** of gene predictions in the *** reference genome sequence identified a single candidate gene for ellagic acid deoxyhexoside biosynthesis,while seven malonyltransferase genes were identified as candidates for pelargonidin-3-O-malonylglucoside *** malonyltransferase genes were identified in the F.×ananassa‘Camarosa’genome sequence but the candidate for ellagic acid deoxyhexoside biosynthesis was absent from the‘Camarosa’*** study demonstrated that polyphenol biosynthesis in strawberry is,in some cases,under simple genetic control,supporting previous observations of the presence or absence of these compounds in strawberry *** has also shed light on the mechanisms controlling polyphenol biosynthesis and enhanced the knowledge of these biosynthesis pathways in *** above findings will facilitate breeding for strawberries enriched in compounds with beneficial health effects.

关键词： straw polyphenol breeding