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A Comprehensive Image Processing Framework for Early Diagnosis of Diabetic Retinopathy

Computers, Materials & Continua 2024年第11期81卷 2665-2683页

作者： Kusum Yadav Yasser Alharbi Eissa Jaber Alreshidi Abdulrahman Alreshidi Anuj Kumar Jain Anurag Jain kamal Kumar Sachin sharma Brij BGupta College of Computer Science and Engineering University of Ha’ilHa’il81481Saudi Arabia Department of CSE Chandigarh UniversityMohaliPunjab140413India Department of Electronics and Communication Engineering Amity UniversityNoida201301India Department of Information Technology Indira Gandhi Delhi Technical University for WomenNew Delhi110006India Chief Manager State Bank of IndiaPanchkulaHaryana134109India Department of Computer Science and Information Engineering Asia UniversityTaichung City413Taiwan Symbiosis Centre for Information Technology(SCIT) Symbiosis International UniversityPune411057India Center for Interdisciplinary Research University of Petroleum and Energy Studies(UPES)Dehradun248007India

In today’s world,image processing techniques play a crucial role in the prognosis and diagnosis of various diseases due to the development of several precise and accurate methods for medical *** analysis of medical images is essential for doctors,as manual investigation often leads to inter-observer *** research aims to enhance healthcare by enabling the early detection of diabetic retinopathy through an efficient image processing *** proposed hybridized method combines Modified Inertia Weight Particle Swarm Optimization(MIWPSO)and Fuzzy C-Means clustering(FCM)*** FCM does not incorporate spatial neighborhood features,making it highly sensitive to noise,which significantly affects segmentation *** method incorporates a modified FCM that includes spatial functions in the fuzzy membership matrix to eliminate *** results demonstrate that the proposed FCM-MIWPSO method achieves highly precise and accurate medical image ***,segmented images are classified as benign or malignant using the Decision Tree-Based Temporal Association Rule(DT-TAR)*** analysis with existing state-of-the-art models indicates that the proposed FCM-MIWPSO segmentation technique achieves a remarkable accuracy of 98.42%on the dataset,highlighting its significant impact on improving diagnostic capabilities in medical imaging.

关键词： Image processing biological data PSO Fuzzy C-Means(FCM)

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Use of GIS Based Maps for Preliminary Assessment of Subsoil of Guwahati City

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Journal of Geoscience and Environment Protection 2016年第5期4卷 106-116页

作者： Binu sharma Shaffi kamal Rahman Department of Civil Engineering Assam Engineering College Guwahati India

Guwahati, the major city in the North Eastern region of India is growing rapidly in every aspect with major infrastructures like sports complex, educational institutions, hospitals, flyovers, multiplex halls, etc. Knowledge of the subsurface soil condition is necessary to ensure the structural safety and serviceability of the above mentioned structures before any construction. Therefore, contour maps of Standard penetration test N value, ground water table and shear wave velocity map using Geographical Information System (GIS) platform will be of great help to the foundation designers at the initial stage for site selection and preliminary foundation design under static and seismic condition. Contour maps of Standard penetration test N value at different depth and average contour map of N value of Guwahati city have been prepared. Standard penetration Test N values and depth of water table were taken from a data base of 200 boreholes up to 30 meter depth to prepare N value contour map of Guwahati city. A regression equation between shear wave velocity Vs and Standard penetration test N value based on twenty seven previous similar correlations was also developed. This regression equation was used to determine shear wave velocity of Guwahati city. The average shear wave velocities for 30 m depth for all locations had been determined and used to generate map on (GIS) platform. Other subsurface geotechnical information of Guwahati city like soil classification and depth to water level from ground surface is also presented in the form of GIS based maps in order to form a data base.

关键词： Standard Penetration Test Shear Wave Velocity Contour Map GIS Based Maps Subsurface Investigation

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Chemical, mechanical, and thermal expansion properties of a carbon nanotube-reinforced aluminum nanocomposite

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International Journal of Minerals,Metallurgy and Materials 2016年第2期23卷 222-233页

作者： Manjula sharma Vimal sharma Department of Physics National Institute of Technology Hamirpur

In the present study,the chemical and mechanical properties and the thermal expansion of a carbon nanotube（CNT）-based crystalline nano-aluminum（nano Al） composite were *** properties of nanocomposites were tailored by incorporating CNTs into the nano Al matrix using a physical mixing *** elastic moduli and the coefficient of thermal expansion（CTE） of the nanocomposites were also estimated to understand the effects of CNT reinforcement in the Al *** characterization of the nanocomposite reveals that the CNTs are dispersed and embedded in the Al *** experimental results indicate that the incorporation of CNTs into the nano Al matrix results in the increase in hardness and elastic modulus along with a concomitant decrease in the coefficient of thermal expansion The hardness and elastic modulus of the nanocomposite increase by 21%and 20%,respectively,upon CNT *** CTE of CNT/A1 nanocomposite decreases to 70%compared with that of nano Al.

关键词： metal matrix composites carbon nanotubes nanocomposites chemical properties thermal expansion mechanical properties

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Traditional knowledge of the wild edible mushrooms of Himachal Pradesh

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Studies in Fungi 2022年第1期7卷 106-110页

作者： Babita Kumari Shwet kamal Rajender Singh Ved Parkash sharma Vijay Sanspal Gian Chand ICAR-Directorate of Mushroom Research Chambaghat Solan(HP)173213 India ICAR-Central Potato Research Institute Shimla(HP)171001India Department of Education(HP)171001 India Govt Degree College AnniKullu(HP)175130India

The purpose of the present study is to document traditional knowledge of the wild edible mushrooms of Himachal ***-mycological data was recorded from different regions of the state,viz.,Barot,Kangra,Shimla,Solan,Sirmaur,Mandi,Kullu,and Gaddi inhabitant regions of Chamba district in Himachal Pradesh,*** local inhabitants of the region collect these mushrooms from the *** members of families and local bodies teach the younger generation about edible and poisonous wild mushrooms,as well as their distribution patterns in *** majority of the collected wild edible mushrooms are consumed *** this paper,we have presented the traditional knowledge about collection,identification,and documentation as per the knowledge available among indigenous people.

关键词： knowledge younger edible

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Theoretical Study of Screening Dependence of Aluminium Doped MgB_2

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Chinese Physics Letters 2018年第3期35卷 79-83页

作者： Gargee sharma Smita sharma Department of Physics Government Dungar College

The screening dependence of superconducting state parameters （λ, μ＊, Tc, α and NoV） of six alloys of aluminium doped MgB2 systems are studied in the BCS-Eliashberg-MeMillan framework by employing five forms of dielectric screening function, viz. random phase approximation （RPA）, Harrison, Geldart and Vosko （GV）, Hubbard and Overhauser in conjunction with Ashcroft＇s potential. It is observed that electron-phonon coupling strength and Coulomb pseudopotential μ＊ are quite sensitive to the form of dielectric screening, whereas transition temperature Tc, isotope effect exponent α and effective interaction strength NoV show weak dependence on the form of dielectric screening function. It is found that the RPA form of dielectric screening function yields the best results for transition temperature Tc for all alloys of the Mg-Al-B system. The results obtained using GV screening are much higher than the experimental results. This shows that all the four dielectric screenings used here almost describe superconductivity in all the alloys of the Mg-Al-B system, but the GV screening is not suitable for such an alloy system.

关键词： Theoretical Study of Screening Dependence of Aluminium Doped MgB2 Al

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Manifestation of earthquake preparation zone in the ionosphere before 2021 Sonitpur,Assam earthquake revealed by GPS-TEC data

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Geodesy and Geodynamics 2022年第3期13卷 230-237页

作者： Gopal sharma North Eastern Space Applications Centre Umiam793103MeghalayaIndia

Global Positioning System(GPS)Continuously Operating Reference Station(CORS)data analysis shows that the ionosphere’s electron density variability is linked to the deformation and stress accumulation in the Earth’s *** in ionosphere total electron content(TEC)variability before 2021 M6.4 Sonitpur,Assam earthquake were detected using L1 and L2 GPS frequencies that showed three distinct abnormalities on April 3,9,10,***’s correlation coefficient(r)of TEC decreases in the CORS that lies away from the earthquake epicenter,indicating the possibilities of a positive relationship between TEC variability and earthquake *** concentration also decreases towards the epicenter within the earthquake preparation zone(EPZ).It is also observed that the Pearson’s correlation coefficient(r)of TEC decreases linearly near the *** study demonstrates the possibilities of determining the TEC anomalous zone in the ionosphere that coincides with the EPZ in the crustal *** research indicated the possibilities of magnitude estimation of an impending earthquake based on the TEC anomalous zone in the ionosphere using closely spaced dense CORS network data.

关键词： GPS TEC Sonitpur earthquake Ionosphere perturbation TEC anomaly Magnitude estimation

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Variational Monte Carlo Study of _(ΛΛ)^(4)H

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Chinese Physics Letters 2013年第3期30卷 40-43页

作者： Bhupali sharma Department of Physics Jamia Millia IslamiaNew Delhi-110025India Arya Vidyapeeth College Gauhati UniversityAssamIndia

Variational Monte Carlo calculations are carried out for _(ΛΛ)^(4)H to explore the possibility of its existence,using realistic NN,NNN,and phenomenologicalΛN andΛNN *** also perform calculations using FGNNand NSC97ΛN potentials,and demonstrate the effect of the exchange part of the two-bodyΛN interaction and three-bodyΛNN interaction on the binding energy ofΛΛ*** the stability of _(ΛΛ)^(4)H remains an open question and this hypernuclear system has to be explored more theoretically.

关键词： interaction calculations stability

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Assessment of land use change and its effect on soil carbon stock using multitemporal satellite data in semiarid region of Rajasthan, India

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Ecological Processes 2019年第1期8卷 513-529页

作者： Garima sharma L.K.sharma K.C.sharma Department of Environmental Science Central University of RajasthanNH-8BandarsindriRajasthan 305817India M.D.S.University AjmerRajasthanIndia.

Background:Land use change plays a vital role in global carbon *** land use change impact on soil carbon stock is crucial for implementing land use management to increase carbon stock and reducing carbon ***,the objective of our study was to determine land use change and to assess its effect on soil carbon stock in semi-arid part of Rajasthan,*** temporal satellite data of Pushkar valley region of Rajasthan acquired on 1993,2003,and 2014 were analyzed to assess land use *** trading of land use was depicted *** organic carbon(SOC)stock was calculated for soil to a depth of 30 cm in each land use type in 2014 using field data *** SOC stock for previous years was estimated using stock change *** effect of land use change on SOC stock was determined by calculating change in SOC stock(t/ha)by deducting the base-year SOC stock from the final year stock of a particular land use ***:The total area under agricultural lands was increased by 32.14%while that under forest was decreased by 23.14%during the time period of 1993–*** land use change shows that in both the periods(1993–2003 and 2003–2014),7%of forest area was converted to agricultural land and about 15%changes occurred among agricultural *** 1993–2003,changes among agricultural land led to maximum loss of soil carbon,i.e.,4.88 Mt C and during 2003–2014,conversion of forest to agricultural land led to loss in 3.16 Mt ***:There was a continuous decrease in forest area and increase in cultivated area in each time *** use change led to alteration in carbon equity in soil due to change or loss in ***,we can conclude that the internal trading of land use area during the 10-year period(1993–2003)led to net loss of SOC stock by 8.29 Mt ***,land use change during 11-year period(2003–2014)caused net loss of SOC by 2.76 Mt *** should be made to implement proper land

关键词： Multitemporal satellite data Land use change dynamics Internal trading of land use SOC stock,Stock change factor Change in SOC pool Land use management

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Numerical simulation of square shaped particle sedimentation

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Particuology 2024年第1期84卷 107-116页

作者： Govind sharma Bahni Ray Department of Mechanical Engineering Indian Institute of Technology DelhiHauz KhasNew Delhi110016India

Direct numerical simulations of square particle sedimentation in a viscous incompressible fluid are presented to examine the effects of sharp edges for various particle-to-fluid density ratios and different initial inclination *** settling process exhibits four different motion regimes;non-oscillatory,non-uniform centered oscillatory,uniform off-centered oscillatory,and non-uniform off-centered(irregular)*** moderate density ratios,we observe that the rotational motion of settling square particle varies with the initial inclination *** employ Dynamic Time Warping and Fast Fourier Transform to analyze translational and angular *** systems are described using phase-space plots,and a chaotic phenomenon is observed at a higher density ratio.

关键词： Sedimentation Distributed Lagrangian multiplier Phase synchronization Oscillations

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Instability of binary nanofluids with magnetic field

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Applied Mathematics and Mechanics(English Edition) 2015年第6期36卷 693-706页

作者： U.GUPTA J.sharma V.sharma Dr.S.S.Bhatnagar University Institute of Chemical Engineering and Technology Panjab University Energy Research Centre Panjab University Department of Mathematics Himachal Pradesh University

The present paper investigates the effects of a vertical magnetic field on the double diffusive nanofluid convection, The effects of the Brownian motion and ther- mophoresis due to the presence of nanoparticles and the effects of the Dufour and Sorer parameters due to the presence of solute are included in the investigated model. The normal mode technique is used to solve the conservation equations. For the analytical study, valid approximations are made in the complex expression for the Rayleigh number to get useful and interesting results. The bottom heavy binary nanofluids are more stable than the regular binary fluids, while the top heavy binary nanofluids are less stable than the regular binary fluids. The critical wave number and the critical Rayleigh number in- crease whereas the frequency of oscillation （for the bottom heavy configuration） decreases when the Chandrasekhar number increases. The numerical results for the alumina-water nanofiuid are studied by use of the MATHEMATICA software.

关键词： natural convection binary nanofluid Brownian motion thermophoresis,Chandrasekhar number

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