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A New Model Design for Combating COVID -19 Pandemic Based on SVM and CNN Approaches
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       In the current worldwide health crisis produced by coronavirus disease (COVID-19), researchers and medical specialists began looking for new ways to tackle the epidemic. According to recent studies, Machine Learning (ML) has been effectively deployed in the health sector. Medical imaging sources (radiography and computed tomography) have aided in the development of artificial intelligence(AI) strategies to tackle the coronavirus outbreak. As a result, a classical machine learning approach for coronavirus detection from      Computerized Tomography (CT) images was developed. In this study, the convolutional neural network (CNN) model for feature extraction and support vector machine (SVM) for the classification of axial lung CT-scans into two groups (COVID-19 and NonCOVID-19) had been proposed. A dataset used is 960 slices of CT scan collected from Iraqi patients /Ibn Al-Nafis teaching hospital. The performance metrics are used in this study (accuracy, recall, precision, and F1 scores). The results indicate that the proposed approach generated a high-quality model for the collected dataset, with an overall accuracy of 98.95% and an overall recall of 97 %.

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Publication Date
Thu Mar 30 2017
Journal Name
Iraqi Journal Of Pharmaceutical Sciences ( P-issn 1683 - 3597 E-issn 2521 - 3512)
Synthesis of New Opioid Analgesic Peptide Analogues to Enkephalin (Leucine- and Methionine-Enkephalin)
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A small number of researches were done in the design and synthesis of enkephalin analogues that are able to resist degradation effect of proteolytic enzymes with good bioavailability and half-lives.Through studying structure activity relationships we tried to incorporate phthalyl group, tryptophan and lysine amino acids in different positions in the basic backbone structure of the naturally occurring opioid Leu5- and Met5- enkephalin, in the hope that such insertion of these amino acids could induce interesting addition in the biological activity of these analogues with enhancement of their bioavailability, in addition to decrease side effects as addiction liability.

These synthesized peptides are:

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    Publication Date
    Mon Jan 01 2024
    Journal Name
    Russian Journal Of Organic Chemistry
    Synthesis and Biological Activity of Some New 1,3,4-Oxadiazoles Derived from Carboxylic Acids
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    Publication Date
    Tue Dec 11 2018
    Journal Name
    Iraqi National Journal Of Nursing Specialties
    Impact of Fast Foods and Snacks upon Adolescents' BMI at Secondary Schools in Baghdad City
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    Objective: The study aimed to identify the adolescents' fast foods and snacks, and find out the relationship between fast
    food, snacks and adolescents' demographic data (gender and Body Mass Index). Methodology: A descriptive study
    was conducted on impact of fast foods and snacks upon adolescents' Body Mass Index in secondary schools at Baghdad
    city, starting from 20
    th of April 2013 to the end of October 2014. Non- probability (purposive) sample of 1254
    adolescents were chosen from secondary schools of both sides of Al-Karkh and Al-Russafa sectors. Data was collected
    through a specially constructed questionnaire format include (12) items multiple choice questions. The validity of the
    questionnaire was determined thr

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    Publication Date
    Wed Aug 01 2018
    Journal Name
    Journal Of Economics And Administrative Sciences
    Measure the effectiveness of the Balanced Scorecard strategic performance management in public institutions of Jordan )An Empirical Study on the Social Security Corporation – Irbid(
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    The goal of this research to identify a set of criteria that can be measured on the basis of which the effectiveness of the application of the Balanced Scorecard in the Jordanian Public Institutions in order to identify the basic requirements to ensure the application of balanced performance measures. The study population consisted of the staff of the Public Institution for Social Security - Irbid of directors of departments and heads of departments and administrative staff, was the use of a random sample of (50) an employee and the employee. The questionnaire was used as a tool to collect data, and as a result of subjecting these standards for the field test and the use of statistical analysis tools to the results of the study c

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    Publication Date
    Mon Dec 20 2021
    Journal Name
    Bulletin Of The Iraq Natural History Museum (p-issn: 1017-8678 , E-issn: 2311-9799)
    NEW RECORD OF THE LAND SNAIL POLYGYRA CEREOLUS (MEGERLE VON MÜHLFELD, 181 8 ) (GASTROPODA, STYLOMMATOPHORA, POLYGYRIDAE) FOR MALACOFAUNA OF IRAQ
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    In this study, the specimens of land snails Polygyra cereolus (Megerle v on Mühlfeld t , 181 8
    (Gastropoda, Stylommatophora, are collected between March and April 2021
    from gardens and nurseries in Baghdad province, this species was recorded as a new record to
    Iraq molluscan fauna. Description of the most important characteristics, measurements of the
    shell are presented with digital p photographs, subsequently, this study represents the first record
    of the Polygyridae in Iraq.

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    Publication Date
    Sun Dec 01 2013
    Journal Name
    Journal Of Al-nahrain University
    Corrosion Inhibition Effects of Some New Synthesized N-Aroyl-N\ -Aryl thiourea Derivatives for Carbon Steel in Sulfuric Acid Media
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    This research includes the synthesis of some new N-Aroyl-N \ -Aryl thiourea derivatives namely: N-benzoyl-N \ -(p-aminophenyl) thiourea (STU1), N-benzoyl-N \ -(thiazole) thiourea (STU2), N-acetyl-N ` -(dibenzyl) thiourea (STU3). The series substituted thiourea derivatives were prepared from reaction of acids with thionyl chloride then treating the resulted with potassium thiocyanate to affored the corresponding N-Aroyl isothiocyanates which direct reaction with primary and secondary aryl amines, The purity of the synthesized compounds were checked by measuring the melting point and Thin Layer Chromatography (TLC) and their structure, were identified by spectral methods [FTIR,1H-NMR and 13C-NMR].These compounds were investigated as a

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    Publication Date
    Wed Mar 25 2020
    Journal Name
    International Journal Of Drug Delivery Technology
    Detection of Single Nucleotide Polymorphisms (SNPs) for Genes Cause Drug-Resistant in Iraqi Mycobacterium Tuberculosis isolates by new Pyrophosphate Technique.
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    In this search, a new pyrophosphate technique was proved. The technique was employed to single- nucleotide polymorphisms (SNPs), which diagnosis using a one-base extension reaction. Three Mycobacterium tuberculosis genes were chosen (Rpob, InhA, KatG) genes. Fifty-four specimens were used in this study fifty-three proved as drug-resistant specimens by The Iraqi Institute of Chest and Respiratory Diseases in Baghdad.; also one specimen was used as a negative control. The steps of this technique were by used a specific primer within each aliquot that has a short 3-OH end of the base of the target gene that was hybridized to the single-stranded DNA template. Then, the Taq polymerase enzyme and one of either α-thio-dATP, dTTP, dGTP, or dCTP

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    Publication Date
    Tue Jan 01 2019
    Journal Name
    International Journal Of Information Systems And Change Management
    Designing a knowledge management measurement for educational institutions: a qualitative research
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    Publication Date
    Mon Apr 04 2016
    Journal Name
    European Journal Of Oral Sciences
    Experimental polyethylene-hydroxyapatite carrier-based endodontic system: an in vitro study on dynamic thermomechanical properties, sealing ability, and measurements of micro-computed tomography voids
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    The dynamic thermomechanical properties, sealing ability, and voids formation of an experimental obturation hydroxyapatite-reinforced polyethylene (HA/PE) composite/carrier system were investigated and compared with those of a commercial system [GuttaCore (GC)]. The HA/PE system was specifically designed using a melt-extrusion process. The viscoelastic properties of HA/PE were determined using a dynamic thermomechanical analyser. Human single-rooted teeth were endodontically instrumented and obturated using HA/PE or GC systems, and then sealing ability was assessed using a fluid filtration system. In addition, micro-computed tomography (μCT) was used to quantify apparent voids within the root-canal space. The data were statistically analys

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    Publication Date
    Sat Oct 01 2022
    Journal Name
    Nuclear Instruments And Methods In Physics Research Section B: Beam Interactions With Materials And Atoms
    Shielding properties and buildup factor of Al2O3/PbO-based ceramic materials
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