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When Little Beings Are Celebrated With Gentle, Healing Hands: The Role Of Homoeopathy In Shaping A Healthier Generation, Subhash Kaushik Dec 2024

When Little Beings Are Celebrated With Gentle, Healing Hands: The Role Of Homoeopathy In Shaping A Healthier Generation, Subhash Kaushik

Indian Journal of Research in Homoeopathy

Editorial

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Impact Of Inquiry-Based Stress Reduction Intervention On Pharmacy Students’ Test Anxiety, Martha Ndung’U, Suzanne Galal, Emily Tran, Matissa Peng, Jeffrey Chang, Deepti Vyas, John Mayberry, Avneet K. Chima Dec 2024

Impact Of Inquiry-Based Stress Reduction Intervention On Pharmacy Students’ Test Anxiety, Martha Ndung’U, Suzanne Galal, Emily Tran, Matissa Peng, Jeffrey Chang, Deepti Vyas, John Mayberry, Avneet K. Chima

Pacific Faculty Work

Test anxiety is a significant issue among pharmacy students, potentially affecting their academic performance and well-being. This study aimed to evaluate the effectiveness of an Inquiry-Based Stress Reduction (IBSR) intervention in reducing test anxiety. Pharmacy students enrolled in a didactic course were randomized into an IBSR intervention group or a control group. Both groups attended a 1.5 h seminar; the intervention group learned the IBSR technique, while the control group received instruction on an unrelated topic (emotional intelligence). The intervention group also submitted weekly self-reflections on applying IBSR to exam-related anxiety. Anxiety levels were measured using the State-Trait Anxiety Inventory …

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Celebrating World Homoeopathy Day With A Homoeopathic Symposium On Empowering Research, Enhancing Proficiency, Babita Rani Kondle, Divya Taneja, Renu Mittal, Subhash Kaushik Dec 2024

Celebrating World Homoeopathy Day With A Homoeopathic Symposium On Empowering Research, Enhancing Proficiency, Babita Rani Kondle, Divya Taneja, Renu Mittal, Subhash Kaushik

Indian Journal of Research in Homoeopathy

The Honourable President of India, Smt. Droupadi Murmu inaugurated the scientific convention ‘Empowering Research Enhancing Proficiency: A Homoeopathic Symposium’ on 10th and 11th April 2024 at Yashobhoomi (India International Convention and Expo Centre), New Delhi, India. The convention which was jointly organised by the Central Council for Research in Homoeopathy, National Commission for Homoeopathy and National Institute of Homoeopathy under the aegis of the Ministry of Ayush, Government of India to commemorate the 269th birth anniversary of Dr. Christian Friedrich Samuel Hahnemann. There were a total of 17 sessions which included five panel discussions. The convention was attended by more …

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Highway Crossing Rates Of Wild Felids Before, During, And After Wildlife Crossing Structure Installation, Sarah E. Lehnen, Mitch Sternberg, Hilary M. Swarts, John H. Young Jr., Victoria Hanley, Richard J. Kline Dec 2024

Highway Crossing Rates Of Wild Felids Before, During, And After Wildlife Crossing Structure Installation, Sarah E. Lehnen, Mitch Sternberg, Hilary M. Swarts, John H. Young Jr., Victoria Hanley, Richard J. Kline

School of Earth, Environmental, & Marine Sciences Faculty Publications

In an environment increasingly dominated by roads, wildlife crossing structures (WCS) have been installed to decrease wildlife mortality and improve habitat linkages. In South Texas, vehicle collisions have been a major mortality source for the endangered ocelot ( Leopardus pardalis ). To mitigate threats to this species, eight WCS, along with associated fencing, were strategically placed along Farm‐to‐Market Road 106 (FM106), which passes through ocelot habitat. We assessed the rate of on‐roadway crossings and WCS use by GPS‐collared animals before, during, and after WCS installation using camera traps to verify WCS use. Because of the rarity of ocelots in this …

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Quantitative Approaches To Unravel The Mechanobiology Of Cortical Folding, Ramin Balouchzadeh Dec 2024

Quantitative Approaches To Unravel The Mechanobiology Of Cortical Folding, Ramin Balouchzadeh

McKelvey School of Engineering Graduate Student Theses & Dissertations

Quantitative Approaches to Unravel the Mechanobiology of Cortical Folding by Ramin Balouchzadeh Doctor of Philosophy in Mechanical Engineering Washington University in St. Louis, 2024 Professor Philip V. Bayly, Chair Professor Kara E. Garcia, Co-Chair Brain development is a highly complex process driven by mechanical forces and material properties that shape the cerebral cortex’s characteristic gyri and sulci. Abnormalities in this folding pro?cess are associated with neurodevelopmental disorders such as autism and schizophrenia. Despite significant advancements, the underlying mechanical principles governing brain morphogenesis remain incompletely understood. This body of work investigates three key aspects of brain de?velopment: stress-dependent growth, evolving tissue …

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Thriving Hives: Cleaning And Sterilizing Beekeeping Equipment, Brynn Meredith, Bailey Parkinson, Andree' Walker Bravo Dec 2024

Thriving Hives: Cleaning And Sterilizing Beekeeping Equipment, Brynn Meredith, Bailey Parkinson, Andree' Walker Bravo

All Current Publications

Honeybees are susceptible to many types of diseases and parasites, most of which can spread easily through equipment. Your hives' health and safety depend on your attention to detail and efforts to keep your equipment clean and sterile. This fact sheet lists several methods for sterilizing beekeeping equipment. The list is not exhaustive but includes some of the most cost-effective options.

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Scorpiops Reini Sp. N. From Yunnan, China (Scorpiones: Scorpiopidae), Victoria Tang Dec 2024

Scorpiops Reini Sp. N. From Yunnan, China (Scorpiones: Scorpiopidae), Victoria Tang

Euscorpius

Scorpiops reini sp. n. is described from Yingjiang County (Dehong Prefecture, Yunnan Province) based on an adult pair. It can be readily discriminated from all of its congeneric geographic neighbors in Yunnan, namely S. jendeki Kovařík, 1994, S. shidian (Zhu et al., 2005), S. tongtongi Tang, 2022, and S. zhangshuyuani (Ythier, 2019). Within Yunnan, it resembles S. validus (Di et al., 2010) and S. yangi (Zhu et al., 2007) most, but can be identified by its large median ocelli (relative to the width of ocular subislet), pedipalp chelal finger morphology and pectinal tooth count. Beyond Yunnan, it shows the highest …

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‘Prevention Is Better Than Cure’: Smallpox Vaccination In Postcolonial Tanzania, 1961–1980, Musa Sadock Dec 2024

‘Prevention Is Better Than Cure’: Smallpox Vaccination In Postcolonial Tanzania, 1961–1980, Musa Sadock

Zamani: A Journal of African Historical Studies

This article examines the smallpox vaccination programme in postcolonial Tanzania from the 1960s to the early 1980s as part of the postcolonial future making in preventive medicine. The article departs from extant scholarship on smallpox vaccination in postcolonial Tanzania, which depicts the intervention as a success, while relegating to the background challenges associated with the intervention. The article argues that the smallpox vaccination programme registered challenges and successes that offer lessons for combating of future epidemics. The achievements of the programme were due to the adoption of specific public health policies, namely mass vaccination and public health education as well …

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Coleus Amboinicus Lour. Leaf Extract Has No Effects On The Biochemical Markers But Improves The Liver Histopathological Scores Of Septic Rat Model, Mutiara Indah Sari, R. Lia Kusumawati, Yunita Sari Pane, Sufitni Sufitni Dec 2024

Coleus Amboinicus Lour. Leaf Extract Has No Effects On The Biochemical Markers But Improves The Liver Histopathological Scores Of Septic Rat Model, Mutiara Indah Sari, R. Lia Kusumawati, Yunita Sari Pane, Sufitni Sufitni

Baghdad Science Journal

Coleus amboinicus Lour. is a herbal plant with immunoregulatory effects due to the polyphenols it contains. This research aims to determine the effects of Coleus amboinicus Lour. leaf extract on the biochemical markers and the liver histopathological scores of septic rat model. We used 28 Rattus norvegicus rats for the study and divided them into 4 groups consisting of 7 rats each: control (healthy rats without treatment), group 1 (septic rats treated with antibiotics), group 2 (septic rats treated with antibiotics and 250 mg/kg body weight of Coleus amboinicus Lour. leaf extract), and group 3 (septic rats treated with antibiotics …

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Efficacy Of Vitamin D Supplementation On Hepcidin/Ferroportin Axis And Vdr Expression In Hfhf-Fed Rats, Hager Mosaad Saad Abd-Elgwaad, Heba Adel Abd El-Hamid Barakat, Eman Hassan Abdel Aziz Sharaf, Nourhan Gamal El-Rahmany Dec 2024

Efficacy Of Vitamin D Supplementation On Hepcidin/Ferroportin Axis And Vdr Expression In Hfhf-Fed Rats, Hager Mosaad Saad Abd-Elgwaad, Heba Adel Abd El-Hamid Barakat, Eman Hassan Abdel Aziz Sharaf, Nourhan Gamal El-Rahmany

Baghdad Science Journal

Targeting the hepcidin-ferroportin axis is the key mechanism involved in metabolic health. This study aims to investigate the intertwined relationship between vitamin D status and iron homeostasis in metabolic syndrome induced by a high-fat high-fructose (HFHF) diet in rats. The experimental groups were as follows: G1; negative control, G2; positive control, G3 and G4 (balanced diet and supplemented with Vit.D3 (12 and 24 µg/Kg b.wt respectively twice/week). G5 and G6 (HFHF diet and supplemented with Vit.D3 (12 and 24 µg/Kg b.wt respectively twice/week). Various biochemical, molecular, and histological parameters were evaluated in serum and liver tissue homogenate. The results showed …

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Gc-Ms Quantification And Identification Of Phytochemical Profiling, Potential Antioxidant Activity By Dpph, And Mineral Elements Of Eggplant Powder (Solanum Melongena) In Sulaymaniyah City, Iraq, Srwa Nasraldeen Majeed Dec 2024

Gc-Ms Quantification And Identification Of Phytochemical Profiling, Potential Antioxidant Activity By Dpph, And Mineral Elements Of Eggplant Powder (Solanum Melongena) In Sulaymaniyah City, Iraq, Srwa Nasraldeen Majeed

Baghdad Science Journal

Solanum melongena, the plant used as a food and medical remedy known as eggplant, has anti-inflammatory, antioxidant, and anti-cancer properties. It is one of the vegetables that is most widely cultivated worldwide and has a wide range of vegetable sizes, colors, and shapes. This study looked at thirteen chemical compounds in the plant using gas chromatography and mass spectrometric detection (GC-MS). The gathered information verified that the object included thirteen chemical components, likes 2 — pentanone-4-hydroxy 4- methyl% 2.30, 1,3-dioxolane-4-methanol %0.17, formic acid %0.86, methenamine-methoxy %4.528,1,2,3-propanetriol (glycerin) %40.86, tetradecane%0.16, hexadecane%0.27, octadecane %0.16, myristic acid %3.14, nonadecane%0.44,9,12-octadecadienoic acid linolenic acid %0.43, …

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Flamingo Search Algorithm For Aircraft Landing Scheduling, Zied O. Ahmed, Noor T. Mahmood, Sura Mazin Ali Dec 2024

Flamingo Search Algorithm For Aircraft Landing Scheduling, Zied O. Ahmed, Noor T. Mahmood, Sura Mazin Ali

Baghdad Science Journal

Aircraft landing scheduling (ALS) is the process of organizing the arrival and departure of aircraft at an airport. This process is managed by air traffic controllers who use various tools and techniques to ensure that aircraft land and take off safely and efficiently. The goal of aircraft landing scheduling is to minimize delays and maximize the number of aircraft that can be accommodated at the airport. This is done by carefully coordinating the arrival and departure times of aircraft and the number of aircraft that can be safely accommodated. Flamingo Search is an optimization algorithm stimulated by the flamingos’ behavior. …

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The Effect Of Piracetam Administration On Cerebral Palsy Prevention In Rat Fetuses Born To Pregnant Rats By Determining Bdnf Levels In Brain Tissue, Dudy Aldiansyah, Sarma Nursani Lumbanraja, Khairul Putra Surbakti, Isti Ilmiati Fujiati, Agus Sulistyono Dec 2024

The Effect Of Piracetam Administration On Cerebral Palsy Prevention In Rat Fetuses Born To Pregnant Rats By Determining Bdnf Levels In Brain Tissue, Dudy Aldiansyah, Sarma Nursani Lumbanraja, Khairul Putra Surbakti, Isti Ilmiati Fujiati, Agus Sulistyono

Baghdad Science Journal

Cerebral palsy is the most common cause of disability in children worldwide, estimated prevalence of 1.5–4 per 1000 children; the higher prevalence in low-resource populations (up to 10 per 1000 children). Brain-derived neurotrophic factor (BDNF) is potent modulator of many neuronal functions that protect the newborn or developing brain from ischemic injury. The expression of GluN3A, which plays a neuroprotective role, is rapidly induced during cerebral ischemia and hypoxia. This study assessed the effect of piracetam administration on BDNF and GluN3A levels in the brain tissue to determine its potential to prevent cerebral palsy. In this experimental study with a …

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Adaptive Lossy Color Image Compression System Based On Hybrid Algorithm, Husam Khalid Khammas, Ayça Kurnaz Türkben Dec 2024

Adaptive Lossy Color Image Compression System Based On Hybrid Algorithm, Husam Khalid Khammas, Ayça Kurnaz Türkben

Baghdad Science Journal

As the digital age progresses, multimedia technologies have become commonplace, with users expecting high-quality audio, video, and image content across various platforms and devices. As a result, the quantity of data produced by these multimedia programs has grown substantially. Also, the explosive growth in the use of multimedia has led to a rise in the quantity of images that are used and created, which creates challenges, in relation to the requirement for increased storage capacity and enhanced data transport speed. To address these challenges, image compression has emerged as a critical solution by decreasing the volume of the image without …

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The Significance Of Carbohydrate Antigen 19-9, Carcinoembryonic Antigen, Calcium And Zinc As Biomarkers In Sera Of Colorectal Cancer Patients, Fenik Ahmed Nadir, Zeyan Abdullah Ali Dec 2024

The Significance Of Carbohydrate Antigen 19-9, Carcinoembryonic Antigen, Calcium And Zinc As Biomarkers In Sera Of Colorectal Cancer Patients, Fenik Ahmed Nadir, Zeyan Abdullah Ali

Baghdad Science Journal

Colorectal cancer (CRC) is a disease that begins exclusively in the colon or rectum and is caused by an abnormal proliferation of glandular epithelial cells in the colon. Carbohydrate antigen 19-9 (CA19-9), carcinoembryonic antigen (CEA), calcium (Ca), and zinc (Zn) are recognized to play a significant role in colorectal tumor pathogenesis. The aim of this study is to detect serum concentrations of carbohydrate antigen 19-9, carcinoembryonic antigen, calcium, and zinc in CRC. The current study investigated the vital roles of carbohydrate antigen 19-9, carcinoembryonic antigen, calcium, and zinc in cancer development by comparing serum levels of colorectal cancer patients with …

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Study The Effect Of Alum Activated By Cold Plasma On Mice Wounds Using Textural Analysis, Neean F. Majeed, Alyaa H. Ali, Sabah N. Mazhir, Rasha S. Akram Dec 2024

Study The Effect Of Alum Activated By Cold Plasma On Mice Wounds Using Textural Analysis, Neean F. Majeed, Alyaa H. Ali, Sabah N. Mazhir, Rasha S. Akram

Baghdad Science Journal

The objective of this research is to concentrate on the gray-tone spatial-dependence matrices to extract the texture features of the wounded skin treated with an alum solution activated with plasma. This method depends on the manual selection of the region of interest, which results in the dependence of parameter values on the extracted region. Potassium alum is used to clean and treat wounds, as well as to prevent bacteria from spreading, where the aqueous solution has aluminum hydroxide which forms a white precipitate on the wounds that works to coagulate the blood and stop bleeding, its efficiency increases when activated …

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Estimating Apelin_36 Level In Obese And Non-Obese Patients With Type2 Diabetes Mellitus, Maryam Moayd Mohammed, Fayhaa M. Khaleel Dec 2024

Estimating Apelin_36 Level In Obese And Non-Obese Patients With Type2 Diabetes Mellitus, Maryam Moayd Mohammed, Fayhaa M. Khaleel

Baghdad Science Journal

Risk factors for cardiovascular disease include obesity and Type 2 diabetes mellitus. The aim of this study is to evaluate Apelin-36 levels in Type2 diabetic(obese and non-obese) Iraqi patients ,finding out whether Apelin-36 is a future indicator of cardiovascular disease, and is an indicator of obesity or diabetes, or an indicator of both diseases ,when compared to obese control subjects without diabetes This study included 120 subjects:30 obese Diabetic type2 patients, 30 non-obese Diabetic Type2,60 as obese control group, adults between the ages from 30 to 65 years .The participants' FBS, lipid profile (Cho ,Tri, HDL, LDL,and VLDL),HbA1C, Apelin-36 level, …

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Thioflavin T Production In Coelastrella Saipanensis Lc752948.1: Impact Of Sodium Chloride, Growth Phases, And Their Effect On Growth Parameters, Zeina Gany Fadeel, Muthana M.I. Al-Mahdawe, Fikrat M. Hassan Dec 2024

Thioflavin T Production In Coelastrella Saipanensis Lc752948.1: Impact Of Sodium Chloride, Growth Phases, And Their Effect On Growth Parameters, Zeina Gany Fadeel, Muthana M.I. Al-Mahdawe, Fikrat M. Hassan

Baghdad Science Journal

The present study aimed to investigate the possible production of Thioflavin T and the effect of NaCl concentrations and growth phases on the growth rate, doubling time and proline of C. saipanensis N. Hanagata (Scenedesmaceae, Shaerophleales). The alga was cultured in BG 11 medium and six NaCl concentrations were used in the experiments during different growth phases. The results have unveiled the presence of Triflavin T in the alga. The study results showed a growth rate decrease at all NaCl concentrations except in control treatment, while the doubling time, was recorded highest value (14 days) at the NaCl concentration of …

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Studying Of The Process Of Obtaining Monocalcium Phosphate Based On Extraction Phosphoric Acid From Phosphorites Of Central Kyzylkum, Mokhichekhra Shaymardanova, Kholtura Mirzakulov, Gavkhar Melikulova, Sakhomiddin. Khodjamkulov, Abror Nomozov, Oybek Toshmamatov Dec 2024

Studying Of The Process Of Obtaining Monocalcium Phosphate Based On Extraction Phosphoric Acid From Phosphorites Of Central Kyzylkum, Mokhichekhra Shaymardanova, Kholtura Mirzakulov, Gavkhar Melikulova, Sakhomiddin. Khodjamkulov, Abror Nomozov, Oybek Toshmamatov

Baghdad Science Journal

In this paper, a study of monocalcium phosphate production based on extractable phosphoric acid obtained from Central Kyzyl-Kum phosphorites was conducted. Effects of various parameters (density, temperature, and viscosity of starting materials) on the process of defluoridation and desulfation of extraction phosphoric acid and production of monocalcium phosphate based on calcium carbonate were studied. The experiments were mainly conducted on two samples, and the composition of the substances before and after the process was studied. According to the results, the contents of other components also increase proportionally (sample 1). Thus, the content of calcium oxide increases from 1.58% to 5.54% …

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Comparative Analysis Of Plasma Generated Using Libs Technique For Different Wavelengths Of Pulsed Laser Of A Cadmium Target, Tuqa A. Khalepha, Nisreen Kh. Abdalameer Dec 2024

Comparative Analysis Of Plasma Generated Using Libs Technique For Different Wavelengths Of Pulsed Laser Of A Cadmium Target, Tuqa A. Khalepha, Nisreen Kh. Abdalameer

Baghdad Science Journal

The objective of this study is to analyze the spectral properties of plasma produced from cadmium (Cd) by utilizing the Laser-Induced Breakdown Spectroscopy (LIBS) method. The plasma generation process employed the primary (1064 nm) fundamental harmonic laser (FHL) and the secondary (532 nm) second harmonic laser (SHL) of a Q-switched neodymium-doped laser. Yttrium aluminum Garnet (YAG) is used as a crystalline substance. The laser pulses have a duration of 10 ns, and a repetition rate of 8 Hz and the energy outputs were 250 (mJ) and 500 (mJ) at wavelengths of 1064 (nm) and 532 (nm), respectively. The achievement of …

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A Histological Study Of The Black-Winged Kite's Retina (Elanus Caeruleus, Desfontaines, 1789), Shaimaa Awad Abid, Mukhtar Khamis Haba Dec 2024

A Histological Study Of The Black-Winged Kite's Retina (Elanus Caeruleus, Desfontaines, 1789), Shaimaa Awad Abid, Mukhtar Khamis Haba

Baghdad Science Journal

The study showed the retina of the diurnal invasive raptor Elanus caeruleus is avascular and supplied nutrition and oxygen by the choroid and pecten oculi. The retina includes two layers: the outer layer is called the pigmented epithelium, and the inner layer is the neural layer. The neural layer consists of nine layers: visual cells layer, outer limiting membrane, external nuclear layer, external plexiform layer, internal nuclear layer, internal plexiform layer, ganglion cell layer, nerve fiber layer and inner limiting membrane. The visual cell layer consists of double cones, single cones and rods, and the cones are more than the …

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Dna Barcoding Of Seven Cyprinid Fish Species In The Iraqi Inland Waters Using Mitochondrial Coi Gene Sequence, Mustafa Sami Faddagh Ziyadi Dec 2024

Dna Barcoding Of Seven Cyprinid Fish Species In The Iraqi Inland Waters Using Mitochondrial Coi Gene Sequence, Mustafa Sami Faddagh Ziyadi

Baghdad Science Journal

Family Cyprinidae is the largest fish family in the Iraqi inland waters. The cyprinid fish species were described by traditional biometry. Family Cyprinidae fish species in Iraq are important because of ecological and economic aspects. While the morphological similarity among the cyprinid species made the identification not easy. DNA barcoding was chosen to confirm the taxonomy and ensure genetic diversity. Seven cyprinid fish species, Luciobarbus barbulus, L. xanthopterus, L. kersin, L. esocinus, Arabibarbus grypus, Cyprinus carpio, and Acanthobrama marmaid were collected from the Shatt Al-Arab River, the Marshes, and the Mosul Dam reservoir. The mitochondrial Cytochrome C Oxidase gene of …

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New Subclasses Of Bi-Univalent Functions Associated With Exponential Functions And Fibonacci Numbers, Majd Ayash, Hassan Baddour, Mohammad Ali, Abbas Kareem Wanas Dec 2024

New Subclasses Of Bi-Univalent Functions Associated With Exponential Functions And Fibonacci Numbers, Majd Ayash, Hassan Baddour, Mohammad Ali, Abbas Kareem Wanas

Baghdad Science Journal

Lewin discussed the class of bi-univalent functions and obtained the bound for the second coefficient, Sakar and Wanas defined two new subclasses of bi-univalent functions and obtained upper bounds for the elementary coefficients |a2| and |a3| for functions in these subclasses, Dziok et al. introduced the class �������� of �� -convex shell-like functions, and they indicated a useful connection between the function ��̃(��) and Fibonacci numbers. Recently, many bi-univalent function classes, based on well-known operators like Sãlãgean operator, Tremblay operator, Komatu integral operator, Convolution operator, Al-Oboudi Differential operator and other, have been defined. The aims of this paper is to …

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Effect Of Chemically Synthesis Compared To Biosynthesized Zinc Oxide Nanoparticles Using Extract Of Vitex Agnus On The Expression Of Mexab-Oprm Efflux Pump Genes Of Multi-Drug Resistance Pseudomonas Aeruginosa, Shams Al-Shomos Khalis Khames, Shatha Thanoon Ahmed Dec 2024

Effect Of Chemically Synthesis Compared To Biosynthesized Zinc Oxide Nanoparticles Using Extract Of Vitex Agnus On The Expression Of Mexab-Oprm Efflux Pump Genes Of Multi-Drug Resistance Pseudomonas Aeruginosa, Shams Al-Shomos Khalis Khames, Shatha Thanoon Ahmed

Baghdad Science Journal

The current study's goal was to find out how the expression of the efflux pump genes (MexAB-OprM) in MDR P. aeruginosa isolates was influenced by chemically manufactured Zinc Oxide Nanoparticles using sol-gel method as compared to biosynthesized Zinc Oxide Nanoparticles using Vitex agnus-castus leaves extract. PCR analysis was used to confirmthe the presence of 16S rRNA gene in all 16 P. aeruginosa isolates The findings indicated that P. aeruginosa tested positive for 16S rRNA (100%), and 7 (43.75%) of the isolates were MDR. All MDR isolates carried MexA, MexB and OprM genes.The Vitex extract's GC-MS analysis exposed the existence of …

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An Ensemble Model For Predicting Cardiovascular Disease Utilizing Nature Inspired Optimization, Annwesha Banerjee Majumder, Somsubhra Gupta, Sourav Majumder, Dharmpal Singh Dec 2024

An Ensemble Model For Predicting Cardiovascular Disease Utilizing Nature Inspired Optimization, Annwesha Banerjee Majumder, Somsubhra Gupta, Sourav Majumder, Dharmpal Singh

Baghdad Science Journal

This paper represents an efficient model for heart disease prediction model utilizing an ensemble mechanism optimized through BAT algorithm. Worldwide mortality rates are widely acknowledged to be significantly influenced by the prevalence of cardiovascular disease, particularly in economically disadvantaged regions. The need to mitigate the potentially severe repercussions associated with this particular health concern highlights the requirement for accurate and timely outcome prediction. Proposed methodology incorporates Mutual Information for feature selection, Inter Quartile Range for outlier removal. The StandardScaler method is used to achieve feature-wise standardisation in order to mitigate any bias resulting from varying scale disparities. Gradient boosting is …

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Graph Entropy Of Some Special Chemical Graphs, B. I. Andrew, A Anuradha Dec 2024

Graph Entropy Of Some Special Chemical Graphs, B. I. Andrew, A Anuradha

Baghdad Science Journal

Chemical graph theory plays an important role in modelling molecules, especially examining physico-chemical properties of the chemical compounds. Alkanes are one of the chemical compounds which are made up of hydrogen and carbon atoms, generally known as hydrocarbons. These alkanes having empirical formula ������2(��+1). Structural/constitutional isomers are the collection of chemical compounds having same empirical formula but different structural arrangements, this lead to the diversity in the physico-chemical properties. Graph descriptors are the essential tools in the graph theory to study about these physico-chemical properties. Some of these graph descriptors are graph spectrum, graph energy and graph entropy which contribute …

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Solving Edges Deletion Problem Of Complete Graphs, Anwar N. Jasim, Alaa A. Najim Dec 2024

Solving Edges Deletion Problem Of Complete Graphs, Anwar N. Jasim, Alaa A. Najim

Baghdad Science Journal

As the network size increases, there is an increased probability that some components will fail. It is therefore necessary for the network to be able to maintain the interconnection even in the presence of faulty components. The likelihood of a failure in the connections between stations is higher than that of a failure in the stations themselves because of the nature of many networks. Numerous graph-theoretic methods can be used to examine the reliability and efficacy of a network, and the network's dependability is determined by its connectivity. For a parallel and distributed system, the maximum connection time between any …

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Optimizing Encrypted Search In The Cloud Using Autoencoder-Based Query Approximation, Mahmoud Mohamed, Khaled Alosman Dec 2024

Optimizing Encrypted Search In The Cloud Using Autoencoder-Based Query Approximation, Mahmoud Mohamed, Khaled Alosman

Baghdad Science Journal

Searching over encrypted data is critical for secure cloud services. However, encryption reduces search efficiency due to inability to directly compute on ciphertexts. This leads to an inherent tradeoff between privacy and usability that has motivated extensive research on enabling effective encrypted search. Recent work has explored using machine learning models like autoencoders to optimize similarity search under encryption. Autoencoders compress data into low-dimensional vectors capturing semantic information. Documents and queries can be encoded for efficient similarity computation without decryption. However, existing analysis remains limited in scope and scale. The research address these gaps through large-scale experiments and novel optimizations. …

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Preparation, Characterization, Of Some Oxadiazol Derivatives Prepared From Different Carboxylic Acids, Selvana A. Yousif Dec 2024

Preparation, Characterization, Of Some Oxadiazol Derivatives Prepared From Different Carboxylic Acids, Selvana A. Yousif

Baghdad Science Journal

A series of Mefenamic acid derivatives were designed and synthesized and the products were characterized spectroscopically using FT-IR, 1H NMR, and 13C NMR techniques. Series A included the transformation of six drugs (Mefenamic acid, Ampiciline, Noproxen, Benzilic acid, Diclofenac acid, and cephics) which are known to have highly medicinal effectiveness to acid chloride then react with thiosemicarbazide to synthesize series B. In the third stage, oxadiazole was prepared using POCl3 as a ring-closing agent to compounds (B1-B6). The final step in the strategy was building new Mefenamic acid derivatives consisting of condensation of the Mefenamic acid chloride with the compounds …

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Predicting Movie Production Years Through Facial Recognition Of Actors With Machine Learning, Asraa Muayed Abdalah, Noor Redha Alkazaz Dec 2024

Predicting Movie Production Years Through Facial Recognition Of Actors With Machine Learning, Asraa Muayed Abdalah, Noor Redha Alkazaz

Baghdad Science Journal

This study used machine learning algorithms to identify actors and extract the age of actors from images taken randomly from movies. The use of images taken from Arab movies includes challenges such as non-uniform lighting, different and multiple poses for the actors and multiple elements with the actor or a group of actors. Additionally, the use of make-up, wigs, beards, and wearing different accessories and costumes made it difficult for the system to identify the personality of the same actor. The Arab Actors Dataset-AAD comprises 574 images sourced from various movies, encompassing both black and white as well as color …

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