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Prediction of Cardiovascular Disease Using Machine Learning Technique—A Modern Approach

Computers, Materials & Continua 2022年第4期71卷 855-869页

作者： Visvasam Devadoss Ambeth kumar Chetan Swarup Indhumathi Murugan abhishek kumar kamred Udham singh Teekam singh Ramu Dubey Department of Computer Science&Engineering Panimalar Engineering CollegeAnna UniversityChennai600123India Department of Basic Science College of Science&Theoretical StudiesSaudi Electronic UniversityRiyadh-Male Campus 13316Saudi Arabia Department of Computer Science&IT JAIN(Deemed to be University)Bangalore560069India Department of Computer Science and Information Engineering National Cheng Kung UniversityTainan 701Taiwan Department of Mathematics Graphic Era Hill UniversityDehradun248002India Department of Mathematics J.C.Bose University of Science&TechnologyYMCAFaridabad121006India

Cardio Vascular disease(CVD),involving the heart and blood vessels is one of the most leading causes of death throughout the *** are several risk factors for causing heart diseases like sedentary lifestyle,unhealthy diet,obesity,diabetes,hypertension,smoking and consumption of alcohol,stress,hereditary factory *** cardiovascular disease and improving and treating the risk factors at an early stage are of paramount importance to save the precious life of a human *** present,the highly stressful life with bad lifestyle activities causes heart disease at a very young *** main aim of this research is to predict the premature heart disease based on machine learning *** paper deals with a novel approach using the machine learning algorithm for predicting the cardiovascular disease at the premature stage *** Vector Machine(SVM)is used for segregating the CVD patients based on their symptoms and medical *** experimentation results by using the proposed method will facilitate the medical practitioners to provide suitable treatment for the patients on time.A sophisticated model has been developed with the current approach to examine the various stages of CVD and the performance metrics used have given effective and fruitful results as compared to other machine learning techniques.

关键词： Machine learning support vector machine classification cardiovascular disease

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Detection of Behavioral Patterns Employing a Hybrid Approach of Computational Techniques

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Computers, Materials & Continua 2022年第7期72卷 2015-2031页

作者： Rohit Raja Chetan Swarup abhishek kumar kamred Udham singh Teekam singh Dinesh Gupta Neeraj Varshney Swati Jain Department of Information Technology Guru Ghasidas VishwavidyalayaBilaspur495009India Department of Basic Science College of Science&Theoretical StudiesSaudi Electronic University13316Saudi Arabia Department of Computer Science&IT JAIN(Deemed to be University)Bangalore560069India Computer Science and Information Science Cheng Kung University621301Taiwan School of Computer Science University of Petroleum and Energy StudiesDehradun248007India Department of CSE I K Gujral Punjab Technical UniversityJalandhar144603India Department of Computer Engineering and Applications GLA UniversityMathura281406India Department of Computer Science Government J Yoganandam Chhattisgarh CollegeRaipur492001India

As far as the present state is concerned in detecting the behavioral pattern of humans(subject)using morphological image processing,a considerable portion of the study has been conducted utilizing frontal vision data of human *** present research work had used a side vision of human-face data to develop a theoretical framework via a hybrid analytical model *** this example,hybridization includes an artificial neural network(ANN)with a genetic algorithm(GA).We researched the geometrical properties extracted from side-vision human-face *** additional study was conducted to determine the ideal number of geometrical characteristics to pick while *** close vicinity ofminimum distance measurements is done for these clusters,mapped for proper classification and decision process of behavioral *** identify the data acquired,support vector machines and artificial neural networks are utilized.A method known as an adaptiveunidirectional associative memory(AUTAM)was used to map one side of a human face to the other side of the same *** behavioral pattern has been detected based on two-class problem classification,and the decision process has been done using a genetic algorithm with best-fit *** developed algorithm in the present work has been tested by considering a dataset of 100 subjects and tested using standard databases like FERET,Multi-PIE,Yale Face database,RTR,CASIA,*** complexity measures have also been calculated under worst-case and best-case situations.

关键词： Adaptive-unidirectional-associative-memory technique artificial neural network genetic algorithm hybrid approach

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Hydro-uvarovite from Mantle Peridotites of Naga Hills Ophiolite: A Mineral Tracer for Neo-Tethyan Mantle Wedge Metasomatism

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Acta Geologica Sinica(English Edition) 2024年第4期98卷 867-877页

作者： Anisha VERENCAR abhishek SAHA Nilanjana SORCAR Sohini GANGULY Pankaj kUMAR Atul kumar singh CSIR-National Institute of Oceanography Dona PaulaGoa 403004India School of Earth Ocean and Atmospheric SciencesGoa UniversityTaleigao PlateauGoa 403206India National Centre for Earth Science Studies ThiruvananthapuramKeralaIndia Inter University Accelerator Centre(IUAC) New Delhi 110067India North-Eastern Hill University ShillongMeghalaya 793022India

Hydrous Cr-bearing uvarovite garnets are rare in natural occurrences and belong to the ugrandite series and exist in binary solid solutions with grossular and andradite garnets. Here, we report the occurrence of hydrous uvarovite garnet having Cr_(2)O_(3) upto 19.66 wt% and CaO of 32.12–35.14 wt% in the serpentinized mantle peridotites of Naga Hills Ophiolite(NHO), India. They occur in association with low-Cr diopsides. They are enriched in LILE(Ba, Sr), LREEs, with fractionating LREE-MREE [avg.(La/Sm)_(N) = 2.16] with flat MREE/HREE patterns [avg.(Sm/Yb)_(N) = 0.95]. Raman spectra indicate the presence of hydroxyl(OH^(–)) peaks from 3500 to 3700 cm^(-1). Relative abundances in fluid mobile elements and their close association with clinopyroxenes are suggestive of the formation of uvarovite garnets through low temperature metasomatic alteration of low-Cr diopsides by hydrothermal slab fluids. The high LREE concentration and absence of Eu anomaly in the garnet further attest to alkaline nature of the transporting slab dehydrated fluid rather the involvement of low-p H solution. The chemical characteristics of the hydroxyl bearing uvarovite hosted by the mantle peridotite of NHO deviate from the classical features of uvarovite garnet, and their origin is attributed to the fluid-induced metasomatism of the sub arc mantle wedge in a suprasubduction zone regime.

关键词： uvarovite hydroxyl metasomatic alteration low-Cr diopsides serpentinization mantle peridotite

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Fabrication of Graphitic Carbon Nitride-Based Film:An Emerged Highly Efficient Catalyst for Direct C-H Arylation under Solar Light

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Chinese Journal of Chemistry 2021年第3期39卷 633-639页

作者： Surabhi Chaubey Rajesh k.Yadav Tae Wu kim Tara Chand Yadav abhishek kumar D.k.Dwivedi B.k.Pandey Atul P.singh Department of Chemistry and Environmental Science Madan Mohan Malaviya University of TechnologyGorakhpur-273010U.PIndia Center for Nanomaterials and Chemical Reactions Institute for Basic Science(IBS)Daejeon 34141Republic of Korea Department of Chemistry Korea Advanced Institute of Science and Technology(KAIST)Daejeon 34141Republic of Korea Department of Biotechnology Indian Institute of Technology Roorkee-247667India Department of Chemistry Institute of ScienceBanaras Hindu UniversityIndia Department of Physics and Material Science Madan Mohan Malaviya University of TechnologyGorakhpur 273010U.PIndia Department of Chemistry Chandigarh UniversityMohaliIndia

Main observation and conclusion Photoredox C-H bond formation can proceed in aerobic environment under solar light and has therefore become ***-days,different types of expensive novel metal complexes and nanomaterials have been urbanized as photocatalysts for direct C-H bond formation in between derivatives of heteroarenes(HAs)and aryl diazonium *** photocatalysts,however,still suffer from poor stability,high cost,and ***,a graphitic carbon nitride-based fluorescein isothiocyanate(g-C_(3)N_(4)-FITC)film pho-tocatalyst has been reported,which shows ecellent light harvesting ability,and band gap suitability to catalyze the metal free direct C-H arylation of HAs under solar light at ambient ***,the g-C_(3)N_(4)-FITC film photocatalyst can be reused four times without significant loss of activity,confirming the excellent photocatalytic *** current strategy to constructa g-C_(3)N_(4)-FITC film photocatalyst for direct C-H arylation opens a new path towards replacing metal-based catalysts in fine chemical Sy nthesis.

关键词： Photocatalysis g-C_(3)N_(4)-FITC film photocatalyst C-H activation Heteroarenes Cyclic voltammetry

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Direct roll transfer printed silicon nanoribbon arrays based high-performance flexible electronics

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npj Flexible Electronics 2021年第1期5卷 159-168页

作者： Ayoub Zumeit abhishek singh Dahiya Adamos Christou Dhayalan Shakthivel Ravinder Dahiya Bendable Electronics and Sensing Technologies(BEST)Group James Watt School of EngineeringUniversity of GlasgowGlasgowUK

Transfer printing of high mobility inorganic nanostructures,using an elastomeric transfer stamp,is a potential route for highperformance printed *** this method to transfer nanostructures with high yield,uniformity and excellent registration over large area remain a ***,we present the‘direct roll transfer’as a single-step process,i.e.,without using any elastomeric stamp,to print nanoribbons(NRs)on different substrates with excellent registration(retaining spacing,orientation,etc.)and transfer yield(∼95%).The silicon NR based field-effect transistors printed using direct roll transfer consistently show high performance i.e.,high on-state current(Ion)>1 mA,high mobility(μ_(eff))>600 cm^(2)/Vs,high on/off ratio(I_(on)/_(off))of around 10^(6),and low hysteresis(<0.4 V).The developed versatile and transformative method can also print nanostructures based on other materials such as GaAs and thus could pave the way for direct printing of high-performance electronics on large-area flexible substrates.

关键词： transfer performance high

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Implementation of drone technology for farm monitoring&pesticide spraying:A review

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Information Processing in Agriculture 2023年第2期10卷 192-203页

作者： Abdul Hafeez Mohammed Aslam Husain S.P.singh Anurag Chauhan Mohd.Tauseef khan Navneet kumar abhishek Chauhan S.k.Soni Rajkiya Engineering College Ambedkar NagarUP 224122India Rajkiya Engineering College BandaUP 210201India Rajkiya Engineering College BijnorUP 246725India MMMUT GorakhpurUP 273016India

The world receives more than 200 thousand people in a day and it is expected that the total world population will reach 9.6 billion by the year *** will result in extra food demand,which can only be met from enhanced crop ***,modernization of the agricultural sector becomes the need of the *** are many constraints that are responsible for the low production of crops,which can be overcome by using drone technology in the agriculture *** paper presents an analysis of drone technologies and their modifications with time in the agriculture sector in the last *** application of drones in the area of crop monitoring,and pesticide spraying for Precision Agriculture(PA)has been *** work done related to drone structure,multiple sensor development,innovation in spot area spraying has been ***,the use of Artificial Intelligent(AI)and deep learning for the remote monitoring of crops has been discussed.

关键词： Unmanned Aerial Vehicle Agriculture drone Pesticide spraying Crop monitoring Precision agriculture

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Performance of magnetorheological elastomer based torsional vibration isolation system for dynamic loading conditions

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Journal of Central South University 2020年第1期27卷 144-154页

作者： PRAVEEN Shenoy k kUCHIBHATLA Sai Aditya Raman singh abhishek kumar GANGADHARAN k V Department of Mechanical Engineering National Institute of Technology KarnatakaSurathkalMangalore-575025India Centre for System Design National Institute of Technology KarnatakaSurathkalMangalore-575025India

Vibration isolation is an effective method to mitigate unwanted disturbances arising from dynamic loading conditions. With smart materials as suitable substitutes, the conventional passive isolators have attained attributes of semi-active as well as the active control system. In the present study, the non-homogenous field-dependent isolation capabilities of the magnetorheological elastomer are explored under torsional vibrations. Torsional natural frequency was measured using the serial arrangement of accelerometers. Novel methods are introduced to evaluate the torsional stiffness variations of the isolator for a semi-definite and a motor-coupled rotor system. For the semi-definite system, the isolation effect was studied using the frequency response functions from the modal analysis. The speed-dependent variations for motor-coupled rotor system were assessed using the shift in frequency amplitudes from torque transducers. Finite element method magnetics was used to study the variations in the non-homogenous magnetic field across the elastomer. The response functions for the semi-definite rotor system reveal a shift in the frequency in the effect of the magnetic field. Speed-dependent variations in the frequency domain indicate an increment of 9% in the resonant frequency of the system.

关键词： torsional vibration isolation semi-definite system magnetorheological elastomer speed-dependent isolation

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Multimodality management of gallbladder cancer can lead to a better outcome:Experience from a tertiary care oncology centre in North India

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World Journal of Gastroenterology 2021年第45期27卷 7813-7830页

作者： Shaifali Goel abhishek Aggarwal Assif Iqbal Vineet Talwar Swarupa Mitra Shivendra singh Department of GI and HPB Oncosurgery Rajiv Gandhi Cancer Institute and Research CenterDelhi 110085DelhiIndia Department of Medical Oncology Rajiv Gandhi Cancer Institute and Research CenterDelhi 110085DelhiIndia Department of Radiation Oncology Rajiv Gandhi Cancer Institute and Research CenterDelhi 110085DelhiIndia

BACkGROUND Surgical resection is a treatment of choice for gallbladder cancer(GBC)patients but only 10%of patients have a resectable disease at *** after surgical resection,overall survival(OS)has been poor due to high rates of *** of surgery and systemic therapy can improve outcomes in this aggressive *** To summarize our single-center experience with multimodality management of resectable GBC *** Data of all patients undergoing surgery for suspected GBC from January 2012 to December 2018 was retrieved from a prospectively maintained electronic *** extracted included demographics,operative and perioperative details,histopathology,neoadjuvant/adjuvant therapy,follow-up,and *** know the factors associated with recurrence and OS,univariate and multivariate analysis was done using log rank test and cox proportional hazard analysis for categorical and continuous variables,*** analysis was done using multiple regression *** Of 274 patients with GBC taken up for surgical resection,172(62.7%)were female and the median age was 56 *** exploration,102 patients were found to have a metastatic or unresectable disease(distant metastasis in 66 and locally unresectable in 34).Of 172 patients who finally underwent surgery,93(54%)underwent wedge resection followed by anatomical segment IVb/V resection in 66(38.4%)and modified extended right hepatectomy in 12(7%)*** postoperative mortality at 90 d was 4.6%.During a median follow-up period of 20 mo,71(41.2%)patients developed *** 1-,3-,and 5-years OS rates were 86.5%,56%,and 43.5%,*** 1-and 3-year disease free survival(DFS)rates were 75%and 49.2%,*** multivariate analysis,inferior OS was seen with pT3/T4 tumor(P=0.0001),perineural invasion(P=0.0096),and R+resection(P=0.0125).However,only pT3/T4 tumors were associated with a poor DFS(P<0.0001).CONCLUSION Multim

关键词： Gallbladder cancer Multimodality Surgical resection Adjuvant Chemotherapy Chemoradiotherapy

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Novel CMS lines in pigeonpea[Cajanus cajan(L.)Millspaugh]derived from cytoplasmic substitutions,and their effective restoration and deployment in hybrid breeding

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The Crop Journal 2017年第1期5卷 89-94页

作者： abhishek Bohra Rintu Jha Indra Prakash singh Gaurav Pandey Shalini Pareek Partha Sarathi Basu Sushil kumar Chaturvedi Narendra Pratap singh ICAR Indian Institute of Pulses Research(IIPR)Kanpur 208024India

The availability of stable cytoplasmic male sterile(CMS or A) lines coupled with a robust restoration system(R lines) is an essential prerequisite for efficient hybrid ***-enabled hybrid technology holds immense potential to enhance the long-stagnant productivity of pigeonpea. In the present investigation, cytoplasmic substitutions were made in the nuclear backgrounds of early-maturing pigeonpea varieties or lines. Three new CMS lines(ICPL 88039 A, Pusa 992 A, and DPP 3-2A) resulted from genetic crosses involving cytoplasmic donors from A2(GT 288A) and A4(ICPA 2089) categories. In addition to visual inspection of anthers, pollen-staining techniques and scanning electron microscopy(SEM)analysis were used to confirm pollen sterility. Further, given the relevance of the plant mitochondrial genome to CMS manifestation, 25 mitochondrion-specific DNA markers were assayed on these newly developed A lines and isogenic maintainer(B) lines. DNA polymorphism between Pusa 992 A and Pusa 992 B as revealed by the nad7a_del marker confirmed the successful combination of sterilizing cytoplasm(A4) and nonrestoring nuclear background(Pusa 992). Such cytoplasm-specific DNA markers are required for A2-CMS as well. Further, to assess restoration ability, potential restorers were crossed with these CMS lines, and as a consequence, promising A × R combinations exhibiting 100%pollen fertility could be identified. In parallel, we also analyzed the inheritance patterns underlying fertility restoration using ICPL 88039A-derived F2 and BC1F1populations,and established a monogenic dominant model to explain the phenomenon of A2-CMS restoration. In summary, we report the successful development of new CMS lines and describe their effective deployment in hybrid breeding of pigeonpea.

关键词： Cytoplasm Hybrid Mitochondria Pigeonpea Restorer Sterility

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Up to 70 THz bandwidth from an implanted Ge photoconductive antenna excited by a femtosecond Er:fibre laser

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Light(Science & Applications) 2020年第1期9卷 1716-1722页

作者： abhishek singh Alexej Pashkin Stephan Winnerl Malte Welsch Cornelius Beckh Philipp Sulzer Alfred Leitenstorfer Manfred Helm Harald Schneider Institute of Ion Beam Physics and Materials Research Helmholtz-Zentrum Dresden-Rossendorf01328 DresdenGermany Cfaed and Institute of Applied Physics TU Dresden01062 DresdenGermany Department of Physics and Center for Applied Photonics University of Konstanz78457 KonstanzGermany

Phase-stable electromagnetic pulses in the THz frequency range offer several unique capabilities in time-resolved ***,the diversity of their application is limited by the covered spectral *** particular,the upper frequency limit of photoconductive emitters-the most widespread technique in THz spectroscopy-reaches only up to 7 THz in the regular transmission mode due to absorption by infrared-active optical ***,we present ultrabroadband(extending up to 70 THz)THz emission from an Au-implanted Ge emitter that is compatible with mode-locked fibre lasers operating at wavelengths of 1.1 and 1.55μm with pulse repetition rates of 10 and 20 MHz,*** result opens up the possibility for the development of compact THz photonic devices operating up to multi-THz frequencies that are compatible with Si CMOS technology.

关键词： antenna emitter fibre

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