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Surgeon Recommendations For Physical Activity In Patients With Pediatric Hip Conditions, Jacqueline Li, Emily K. Schaeffer, Stacey Miller, Verena M. Schreiber, Yasmin D. Hailer, John C. Clohisy, Harry K. W. Kim, Kishore Mulpuri Sep 2024

Surgeon Recommendations For Physical Activity In Patients With Pediatric Hip Conditions, Jacqueline Li, Emily K. Schaeffer, Stacey Miller, Verena M. Schreiber, Yasmin D. Hailer, John C. Clohisy, Harry K. W. Kim, Kishore Mulpuri

2020-Current year OA Pubs

BACKGROUND: While physical activity (PA) is important during youth, it is unclear if children and adolescents with developmental dysplasia of the hip (DDH), Legg-Calvé-Perthes disease (LCPD), or slipped capital femoral epiphysis (SCFE) are expected or encouraged to return to PA once they have healed. This study examines the orthopaedic surgeons' role in advising pediatric hip patients on the PA they should engage in, assessing their practice, opinions, and consensus when making recommendations.

METHODS: Orthopaedic surgeons were invited from member lists of 4 hip study groups. The survey included demographics, opinions regarding PA, and 10 case scenarios that queried respondents on …


Cyclic Testing Of Six-Strand Suture Techniques For Zone 2 Flexor Tendon Lacerations, Nozomu Kusano, Melissa A Zaegel, Matthew J Silva Sep 2024

Cyclic Testing Of Six-Strand Suture Techniques For Zone 2 Flexor Tendon Lacerations, Nozomu Kusano, Melissa A Zaegel, Matthew J Silva

2020-Current year OA Pubs

BACKGROUND: Biomechanical analysis using cyclic testing for repaired flexor tendons is a clinically relevant method. The aim of this study was to evaluate the tensile properties of two six-strand suture techniques, the triple looped suture and Yoshizu #1 suture techniques using cyclic testing under simulating early active mobilization conditions.

METHODS: Twenty-five flexor digitorum profundus tendons harvested from fresh frozen human cadaver hands were repaired in zone 2 utilizing one of three repair techniques: the 2-strand modified Kessler (MK) technique as a control, the triple looped suture (TLS) and Yoshizu #1 suture (Y1) techniques. In each suture technique, 4-0 monofilament nylon …


Altered Extracellular Matrix-Related Pathways Accelerate The Transition From Normal To Prefibroid Myometrium In Black Women, Digna R Velez Edwards, Qiwei Yang, Cheryl L Walker, Mohamed Ali, Ayman Al-Hendy Sep 2024

Altered Extracellular Matrix-Related Pathways Accelerate The Transition From Normal To Prefibroid Myometrium In Black Women, Digna R Velez Edwards, Qiwei Yang, Cheryl L Walker, Mohamed Ali, Ayman Al-Hendy

Faculty, Staff and Students Publications

Background: Black women experience a disproportionate impact of uterine fibroids compared to White women, including earlier diagnosis, higher frequency, and more severe symptoms. The etiology underlying this racial disparity remains elusive.

Objective: The aim of this study was to evaluate the molecular differences in normal myometrium (fibroid-free uteri) and at-risk myometrium (fibroid-containing uteri) tissues in Black and White women.

Study design: We conducted whole-genome RNA-seq on normal and at-risk myometrium tissues obtained from both self-identified Black and White women (not Hispanic or Latino) to determine global gene expression profiles and to conduct enriched pathway analyses (n=3 per group). We initially …


Disruption Of Fuz In Mouse Embryos Generates Hypoplastic Hindbrain Development And Reduced Cranial Nerve Ganglia, Ying Linda Lin, Bogdan Wlodarczyk, Salavat R Aglyamov, Giuliano Scarcelli, Kirill V Larin, Richard H Finnell Sep 2024

Disruption Of Fuz In Mouse Embryos Generates Hypoplastic Hindbrain Development And Reduced Cranial Nerve Ganglia, Ying Linda Lin, Bogdan Wlodarczyk, Salavat R Aglyamov, Giuliano Scarcelli, Kirill V Larin, Richard H Finnell

Faculty, Staff and Students Publications

Background: The brain and spinal cord formation is initiated in the earliest stages of mammalian pregnancy in a highly organized process known as neurulation. Environmental or genetic interferences can impair neurulation, resulting in clinically significant birth defects known collectively as neural tube defects. The Fuz gene encodes a subunit of the CPLANE complex, a macromolecular planar polarity effector required for ciliogenesis. Ablation of Fuz in mouse embryos results in exencephaly and spina bifida, including dysmorphic craniofacial structures due to defective cilia formation and impaired Sonic Hedgehog signaling.

Results: We demonstrate that knocking Fuz out during embryonic mouse development results in …


Solving Water Scarcity Challenges In Arid Regions: A Novel Approach Employing Human-Based Meta-Heuristics And Machine Learning Algorithm For Groundwater Potential Mapping, Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, Farbod Farhangi, Mehdi Khiadani, Saied Pirasteh, Soo Mi Choi Sep 2024

Solving Water Scarcity Challenges In Arid Regions: A Novel Approach Employing Human-Based Meta-Heuristics And Machine Learning Algorithm For Groundwater Potential Mapping, Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, Farbod Farhangi, Mehdi Khiadani, Saied Pirasteh, Soo Mi Choi

Research outputs 2022 to 2026

Addressing water scarcity challenges in arid regions is a pressing concern and demands innovative solutions for accurate groundwater potential mapping (GPM). This study presents a comprehensive evaluation of advanced modeling techniques to enhance the precision of GPM. This study, conducted in the Zayandeh Rood watershed, Iran, employed a spatial database comprising 16 influential factors on groundwater potential and data from 175 wells. This study introduced an innovative approach to GPM by enhancing the Random Forest (RF) algorithm. This enhancement involved integrating three metaheuristic algorithms inspired by human behavior: ICA (Imperialist Competitive Algorithm), TLBO (Teaching-Learning-Based Optimization), and SBO (Student Psychology Based …


The Effect Of Digital Erp Implementation, Supply Chain Integration And Supply Chain Flexibility On Business Performance, Kevin Joshua Harianto, Zeplin Jiwa Husada Tarigan, Hotlan Siagian, Sautma Ronni Basana, Ferry Jie Sep 2024

The Effect Of Digital Erp Implementation, Supply Chain Integration And Supply Chain Flexibility On Business Performance, Kevin Joshua Harianto, Zeplin Jiwa Husada Tarigan, Hotlan Siagian, Sautma Ronni Basana, Ferry Jie

Research outputs 2022 to 2026

Globalization entails manufacturing companies improving their competitiveness to be superior to competitors. This study investigates the role of ERP implementation in improving business performance through supply chain integration, external supply chain integration, and flexibility. The research surveyed manufacturing companies that were implementing ERP technology adequately. Data was collected from 99 manufacturing companies in East Java that have implemented ERP. The study used judgmental sampling with criteria for employees who have worked for two years and permanent employees and have a role as a critical user or end user of one of the ERP modules in the company department. Data analysis …


The Influence Of Supply Chain Integration On Firm Performance Through Lean Manufacturing, Green Supply Chain Management And Risk Management, Lydia Christian, Zeplin Jiwa Husada Tarigan, Hotlan Siagian, Sautma Ronni Basana, Ferry Jie Sep 2024

The Influence Of Supply Chain Integration On Firm Performance Through Lean Manufacturing, Green Supply Chain Management And Risk Management, Lydia Christian, Zeplin Jiwa Husada Tarigan, Hotlan Siagian, Sautma Ronni Basana, Ferry Jie

Research outputs 2022 to 2026

The rapid development of technology has enabled companies to integrate internal and external partners working together in the supply chain network. Supply chain integration allows fast information to facilitate real-time and reliable decision-making. This study investigates the role of supply chain integration on firm performance through adopting lean manufacturing, green supply chain management, and risk management. The study surveyed manufacturing companies implementing ISO 14000 to represent green supply chain management and integrated information technology as a form of integration. The questionnaires were distributed using a Google form, and 93 valid responses were obtained. Data analysis employed a partial least square …


The Influence Of Individual Factors On The Career Preferences And Specialty Choices Of Final-Year Nursing Students, Edah Anyango, Irene Ngune, Janie Brown, Esther Adama Sep 2024

The Influence Of Individual Factors On The Career Preferences And Specialty Choices Of Final-Year Nursing Students, Edah Anyango, Irene Ngune, Janie Brown, Esther Adama

Research outputs 2022 to 2026

Background: Statistical evidence shows that nursing students prefer a professional career in hospital settings, leading to a lack of career interest in non-hospital settings such as community and residential aged care facilities. The lack of preference for non-hospital settings has persisted over several decades and presents a need for different approaches that may reveal new information to better understand the individual factors that influence specialty choices and preferences from the students' viewpoints. Purpose: The aims of this study were to (1) explore individual factors that impact the nursing specialty choices of final-year nursing students and (2) explore how these factors …


The Role Of Supplier-Buyer Relationship In Enhancing Business Performance Through Supply Chain Management Practice, Total Quality Management Implementation And Product Innovation, Ronaldo Richard Gunawan, Hotlan Siagian, Zeplin Jiwa Husada Tarigan, Ferry Jie Sep 2024

The Role Of Supplier-Buyer Relationship In Enhancing Business Performance Through Supply Chain Management Practice, Total Quality Management Implementation And Product Innovation, Ronaldo Richard Gunawan, Hotlan Siagian, Zeplin Jiwa Husada Tarigan, Ferry Jie

Research outputs 2022 to 2026

The Company should collaborate with supply chain members to support business process activities and increase competitiveness. Company collaboration with suppliers is essential in supporting the adoption of supply chain practices and total quality management to pursue product innovation and enhance business performance. This study investigates the role of supplier-buyer relationships in enhancing business performance through supply chain management practice, total quality management, and product innovation. The research surveyed 150 companies implementing total quality management with ISO certification in East Java. Data processing employs partial least squares using SmartPLS software version 4.0. The research found that supplier-buyer relationships positively and significantly …


Effect Of Maternal Prebiotic Supplementation On Human Milk Immunological Composition: Insights From The Symba Study, Nivedithaa Divakara, Zac Dempsey, Chitra Saraswati, Johan Garssen, Desiree Silva, Jeffrey A. Keelan, Claus T. Christophersen, Matthew N. Cooper, Susan L. Prescott, Debra J. Palmer, Valerie Verhasselt, Patricia Macchiaverni Sep 2024

Effect Of Maternal Prebiotic Supplementation On Human Milk Immunological Composition: Insights From The Symba Study, Nivedithaa Divakara, Zac Dempsey, Chitra Saraswati, Johan Garssen, Desiree Silva, Jeffrey A. Keelan, Claus T. Christophersen, Matthew N. Cooper, Susan L. Prescott, Debra J. Palmer, Valerie Verhasselt, Patricia Macchiaverni

Research outputs 2022 to 2026

Background: Immunomodulatory proteins in human milk (HM) can shape infant immune development. However, strategies to modulate their levels are currently unknown. This study investigated whether maternal prebiotic supplementation alters the levels of immunomodulatory proteins in HM.

Methods: The study was nested within the SYMBA double-blind randomized controlled trial (ACTRN12615001075572), which investigated the effects of maternal prebiotic (short-chain galacto-oligosaccharides/long-chain fructo-oligosaccharides) supplementation from <21 weeks gestation during pregnancy until 6 months postnatal during lactation on child allergic disease risk. Mother–child dyads receiving prebiotics (n = 46) or placebo (n = 54) were included in this study. We measured the levels of 24 immunomodulatory proteins in HM collected at 2, 4, and 6 months.

Results: Cluster analysis showed that the overall immunomodulatory protein composition of milk samples from both groups was similar. At 2 months, HM of prebiotic-supplemented women had decreased levels of TGF-β1 and TSLP (95% CI: −17.4 [−29.68, −2.28] and −57.32 …


Evaluation Of The Mechanical Properties Of Pla Material Used For 3d Printing Solar E-Hub Component, Md Helal Uddin, Mohammad Nur-E-Alam, Abreeza Manap, Boon Kar Yap, Md Rokonuzzaman Sep 2024

Evaluation Of The Mechanical Properties Of Pla Material Used For 3d Printing Solar E-Hub Component, Md Helal Uddin, Mohammad Nur-E-Alam, Abreeza Manap, Boon Kar Yap, Md Rokonuzzaman

Research outputs 2022 to 2026

The advent of additive manufacturing (AM) technologies revolutionized design and production processes across various industries. In renewable energy, AM enabled new possibilities for optimizing solar e-hub (solar energy harvesting module) configurations, enhancing efficiency and performance. This study examined critical considerations such as material selection, durability, and cost-effectiveness in solar hub development. This fast-prototyping technique was controlled by computer-aided design (CAD) software like CREO Parametric 7.0 and Creality Slicer 4.8. Experimental results indicated that PLA (Polylactic acid) materials exhibited superior strength, with an impact energy of 4.8 Joules. The deformation study revealed that the maximum load of 22 MPa aligned with …


Anti-Inflammatory And Anti-(Lymph)Angiogenic Properties Of An Abcb5+ Limbal Mesenchymal Stem Cell Population, Berbang Meshko, Thomas L. A. Volatier, Johanna Mann, Mark A. Kluth, Christoph Ganss, Markus H. Frank, Natasha Y. Frank, Bruce R. Ksander, Claus Cursiefen, Maria Notara Sep 2024

Anti-Inflammatory And Anti-(Lymph)Angiogenic Properties Of An Abcb5+ Limbal Mesenchymal Stem Cell Population, Berbang Meshko, Thomas L. A. Volatier, Johanna Mann, Mark A. Kluth, Christoph Ganss, Markus H. Frank, Natasha Y. Frank, Bruce R. Ksander, Claus Cursiefen, Maria Notara

Research outputs 2022 to 2026

Corneal transparency and avascularity are essential for vision. The avascular cornea transitions into the vascularized conjunctiva at the limbus. Here, we explore a limbal stromal cell sub-population that expresses ABCB5 and has mesenchymal stem cell characteristics. Human primary corneal stromal cells were enriched for ABCB5 by using FACS sorting. ABCB5+ cells expressed the MSC markers CD90, CD73, and CD105. ABCB5+ but not ABCB5− cells from the same donor displayed evidence of pluripotency with a significantly higher colony-forming efficiency and the ability of trilineage differentiation (osteogenic, adipogenic, and chondrogenic). The ABCB5+ cell secretome demonstrated lower levels of the pro-inflammatory protein MIF …


Elemental Content And Safety Evaluation Of Wild-Harvested Australian Abalone (Haliotis Spp.) Viscera: Addressing Safety Concerns In Food Waste Upcycling, Wing H. Chung, Liezhou Zhong, Ryu Takechi, Ranil Coorey, Janet Howieson Sep 2024

Elemental Content And Safety Evaluation Of Wild-Harvested Australian Abalone (Haliotis Spp.) Viscera: Addressing Safety Concerns In Food Waste Upcycling, Wing H. Chung, Liezhou Zhong, Ryu Takechi, Ranil Coorey, Janet Howieson

Research outputs 2022 to 2026

Abalone viscera has been shown to be a valuable human nutraceutical, yet the food safety considerations of consuming whole abalone viscera have been largely overlooked. Hence, this research was conducted to investigate and evaluate elemental compositions and safety of it. The elemental data was compared to international food safety regulations and evaluated using the USEPA hazard index (HI) equation and HI-derived estimated upper limit (EDUL) equation, which EDUL allows comparison of novel foods with a large variety of similar existing products. To further demonstrate that food safety of upcycled food could be improved with simple processing, a risk mitigation trial …


Portraits Of Hispanic/Latino Principals’ Leadership Development In Elementary Schools In Texas: A Narrative Study, Lily Dominguez-Carrero Sep 2024

Portraits Of Hispanic/Latino Principals’ Leadership Development In Elementary Schools In Texas: A Narrative Study, Lily Dominguez-Carrero

Electronic Theses and Dissertations

This study aimed to understand the factors influencing the leadership development of Hispanic/Latino principals in elementary public schools in Texas. As the Hispanic/Latino population of students rises, understanding the underrepresented Hispanic/Latino principals’ experiences from adolescence to middle adulthood is critical to unveiling factors that influence their leadership identity development. Using a life story narrative approach to examine leadership development across the lifespan, the study provided themes regarding the pivotal environmental, contextual, personal, and intrapersonal factors influencing the principals’ leadership development. The thematic analysis of the life stories uncovered three prominent themes associated with the most influential factors in leadership development: …


Child Physical Abuse, Children's Mercy Kansas City Sep 2024

Child Physical Abuse, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.


57(1) Front Matter Sep 2024

57(1) Front Matter

UBC Law Review

No abstract provided.


System Design & Si Simulations For Driver Monitoring System, Kush Desai Sep 2024

System Design & Si Simulations For Driver Monitoring System, Kush Desai

Student RSCA

To study all the SI-related hardware challenges through design and simulations and learn a typical embedded system design workflow, a driver monitoring system is attempted to design and illustrated as an example. The driver monitoring system is chosen given its complex electrical architecture, the need for high-speed interconnects (Camera, Storage, etc.) on PCB, and a wide range of use cases in the field (Driver safety, evidence for insurance, etc.).


Key Factors Influencing Job Satisfaction Among Academic Staff In The University, Victor Amadi Stephen Sep 2024

Key Factors Influencing Job Satisfaction Among Academic Staff In The University, Victor Amadi Stephen

School of Rehabilitation Services & Counseling Faculty Publications

Job satisfaction (JS) undoubtedly impacts significantly on the productive capacity and general well-being of academic staff within universities. Poor JS affects not only individual performance but also broader institutional goals and may culminate in a decline in staff morale, disloyalty, constant labor migration and unending industrial actions by labor unions within the university. Enhancing job satisfaction can improve staff’s quality of service, staff retention, productivity, and the overall academic quality of the institutions. This study reviews factors associated with job satisfaction among academic staff in universities, and how these factors independently contribute to overall job satisfaction. This study draws on …


Leadership In Collaborative Emergency Management For Compound Hurricane-Pandemic Threats: Insights From Practitioners' Experiences, Norah Alshayhan, Saige Hill, Marina Saitgalina, Juita-Elena (Wie) Yusuf Sep 2024

Leadership In Collaborative Emergency Management For Compound Hurricane-Pandemic Threats: Insights From Practitioners' Experiences, Norah Alshayhan, Saige Hill, Marina Saitgalina, Juita-Elena (Wie) Yusuf

School of Public Service Faculty Publications

Emergency management is a key government function for mitigating risks and reducing the impacts of disasters. Emergency management leaders play a critical role in preparing for and responding to disasters whose impacts are exacerbated by a pandemic. Using the example of the compound threat of hurricanes and the COVID-19 pandemic, this qualitative research uses insights from emergency management professionals to describe collaborative approaches and leadership skills that help balance the needs for stability and flexibility. Data collected using focus groups and one-on-one interviews with emergency management professionals highlight that collaboration involved existing and new partners in a changing and uncertain …


Frontmatter (Volume 44, Issue 7), Paul B. Mojzes Sep 2024

Frontmatter (Volume 44, Issue 7), Paul B. Mojzes

Occasional Papers on Religion in Eastern Europe

No abstract provided.


Deciphering The Interdomain Coupling In A Gram-Negative Bacterial Membrane Insertase, Adithya Polasa, Shadi A. Badiee, Mahmoud Moradi Sep 2024

Deciphering The Interdomain Coupling In A Gram-Negative Bacterial Membrane Insertase, Adithya Polasa, Shadi A. Badiee, Mahmoud Moradi

Chemistry & Biochemistry Faculty Publications and Presentations

YidC is a membrane protein that plays an important role in inserting newly generated proteins into lipid membranes. The Sec-dependent complex is responsible for inserting proteins into the lipid bilayer in bacteria. YidC facilitates the insertion and folding of membrane proteins, both in conjunction with the Sec complex and independently. Additionally, YidC acts as a chaperone during the folding of proteins. Multiple investigations have conclusively shown that Gram-positive bacterial YidC has Sec-independent insertion mechanisms. Through the use of microsecond-level all-atom molecular dynamics (MD) simulations, we have carried out an in-depth investigation of the YidC protein originating from Gram-negative bacteria. This …


A New Lightweight Cryptosystem For Iot In Smart City Environments, Firas Hazzaa, Md Mahmudul Hasan, Akram Qashou, Sufian Yousef, Sufian Yousef Sep 2024

A New Lightweight Cryptosystem For Iot In Smart City Environments, Firas Hazzaa, Md Mahmudul Hasan, Akram Qashou, Sufian Yousef, Sufian Yousef

Mesopotamian Journal of CyberSecurity

Internet of Things (IoT) devices, user interfaces (UI), software, as well as communication networks are all deployed within Smart Cities topology. The security approach designed for Internet of Things IoT should be able to prevent and detect both internal and external attacks. The problem in IoT network that not every linked node or device has an adequate amount of processing power. This means that data encryption and other related activities will be impossible and means that the security of any kind must be lightweight. A trustworthy security solution that stops illegal access to private data on the network is necessary …


Depressive Symptoms And Sleep Quality Mediate The Relationship Between Race And Quality Of Life Among Patients With Heart Failure: A Serial Multiple Mediator Model, Jia-Rong Wu, Debra K. Moser, Chin-Yen Lin, Ambrose A. Chiang, Barbara Riegel Sep 2024

Depressive Symptoms And Sleep Quality Mediate The Relationship Between Race And Quality Of Life Among Patients With Heart Failure: A Serial Multiple Mediator Model, Jia-Rong Wu, Debra K. Moser, Chin-Yen Lin, Ambrose A. Chiang, Barbara Riegel

UK CARES Faculty Publications

Background: Black patients with heart failure (HF) report worse quality of life (QoL) than White patients. Few investigators have examined mediators of the association between race and QoL, but depressive symptoms and sleep quality are associated with QoL.

Objective: The aim of this study was to determine whether depressive symptoms and sleep quality are mediators of the relationship between race and QoL among patients with HF.

Methods: This was a cross-sectional study. We included 271 outpatients with HF. Self-reported race (White/Black), depressive symptoms (Patient Health Questionnaire), sleep quality (Pittsburgh Sleep Quality Index), and QoL (Kansas City Cardiomyopathy Questionnaire) were collected …


Patient Denial Of Myocardial Infarction In The Prehospital Phase: Prevalence And Correlates, Mona A. Abed, Amani A. Khalil, Debra K. Moser Sep 2024

Patient Denial Of Myocardial Infarction In The Prehospital Phase: Prevalence And Correlates, Mona A. Abed, Amani A. Khalil, Debra K. Moser

UK CARES Faculty Publications

Background: Limited knowledge exists regarding patients' denial of myocardial infarction (MI) before hospitalization for an MI. Objective: The aim of this study was to determine the prevalence and correlates of denial of MI in the prehospital phase of a confirmed MI. Methods: This secondary analysis included 166 hospitalized patients (mean [SD] age, 54.1 [10.5] years) who developed MI outside a healthcare facility and had high congruence between their experienced and expected symptoms. Measurements included the Denial subscale of the Brief COPE Inventory, the modified Response to Symptoms Questionnaire, and a Likert scale measuring perceived risk for MI. Patients who arrived …


2024 Directory Of Bargaining Agents And Contracts In Institutions Of Higher Education, William A. Herbert, Jacob Apkarian, Joseph Van Der Naald Sep 2024

2024 Directory Of Bargaining Agents And Contracts In Institutions Of Higher Education, William A. Herbert, Jacob Apkarian, Joseph Van Der Naald

Publications and Research

The 2024 Directory of Bargaining Agents and Contracts in Institutions of Higher Education includes data and analysis regarding 902 collective bargaining relationships in higher education through January 1, 2024 involving tenured and tenure eligible faculty, non-tenure track faculty, department chairs, administrators, postdoctoral scholars, and academic researchers and graduate and undergraduate student employees at public and private non-profit institutions.


Multi Graded Brain Tumor Classification Using Yolov7, Sarmad Fouad Yaseen, Amjad Jaleel, Ahmed Sabah Al-Araji, Hamed S. Al-Raweshidy Sep 2024

Multi Graded Brain Tumor Classification Using Yolov7, Sarmad Fouad Yaseen, Amjad Jaleel, Ahmed Sabah Al-Araji, Hamed S. Al-Raweshidy

Iraqi Journal of Computers, Communications, Control and Systems Engineering

In recent years, significant progress has been made in the field ofdiagnosis and classification of brain tumors, mainly attributed toadvancements in artificial intelligence and medical imaging. The mainobjective of this study is to improve the detection and classification of braintumors by applying and utilizing of artificial intelligence (AI) and recentadvancements in medical imaging techniques. Automation of the process oftumor identification and then classification, in addition to tumor grading, willdefinitely improve all procedures of brain tumor treatment and enhancepatient care. The proposed system combines conVolutional neural networks(CNNs), which act as extract features, and the You Only Look Once Algorithm(YOLOv7) for effective …


The Importance Of Sampling Frequency For Estimates Of Well-Being Dynamics, Stephen James Hoskins, David W. Johnston, Johannes S. Kunz, Michael A. Shields, Kevin E. Staub Sep 2024

The Importance Of Sampling Frequency For Estimates Of Well-Being Dynamics, Stephen James Hoskins, David W. Johnston, Johannes S. Kunz, Michael A. Shields, Kevin E. Staub

ROSA Journal Articles and Publications

Using a high-frequency panel survey, we examine the sensitivity of estimated self-reported well-being (SWB) dynamics to using monthly, quarterly, and yearly data. This is an important issue if SWB is to be used to evaluate policy. Results from autoregressive models that account for individual-level heterogeneity indicate that the estimated persistence using yearly data is near zero. However, estimated persistence from monthly and quarterly data is substantial. We estimate that persistence to shocks typically lasts around six months and has a net present value of 75–80 per cent of the contemporaneous effect. Estimates are similar for different domains of SWB.


Cryptogensec: A Hybrid Generative Ai Algorithm For Dynamic Cryptographic Cyber Defence, Ghada Al-Kateb, Ismael Khaleel, Mohammad Aljanabi Sep 2024

Cryptogensec: A Hybrid Generative Ai Algorithm For Dynamic Cryptographic Cyber Defence, Ghada Al-Kateb, Ismael Khaleel, Mohammad Aljanabi

Mesopotamian Journal of CyberSecurity

As the world of cybersecurity constantly changes, traditional cryptographic techniques have faced limitations in the context of today's sophisticated and dynamic threats. Existing protections usually adopt static algorithms and key structures, making it difficult for them to resist the categories of modern attacks. This research paper, therefore, presents CryptoGenSec, a brand-new generative AI algorithm based on a hybrid consisting of generative adversarial networks (GANs) on reconnaissance learning (RL), for the purpose of increasing cryptographic cyber defences. CryptoGenSec applies a GAN to simulate various types of attack scenarios in cyberspace to perceive possible vulnerabilities. Then, RL refines the response strategies of …


A Classifier-Driven Deep Learning Clustering Approach To Enhance Data Collection In Manets, Ali Abdullah Ali, Mohammed Khaleel Hussein, Mohammed Ahmed Subhi Sep 2024

A Classifier-Driven Deep Learning Clustering Approach To Enhance Data Collection In Manets, Ali Abdullah Ali, Mohammed Khaleel Hussein, Mohammed Ahmed Subhi

Mesopotamian Journal of CyberSecurity

The conventional clustering and routing approaches used in mobile ad hoc networks (MANETs) may fail to work effectively in a dynamic network environment where nodes are highly mobile and the traffic load may also vary significantly. These limitations result in negative effects such as high packet drop rates, delays in data transmission, and low delivery rates, which make these methods unfit for modern high-density networks. To overcome these issues, this paper proposes a new deep learning-based classifier for adaptive clustering in MANETs. Through the use of machine learning algorithms, the proposed method is able to adapt to node clustering through …


An Optimized Model For Network Intrusion Detection In The Network Operating System Environment, Abbas A. Abdulhameed, Sundos A. Hameed Alazawi, Ghassan Muslim Hassan Sep 2024

An Optimized Model For Network Intrusion Detection In The Network Operating System Environment, Abbas A. Abdulhameed, Sundos A. Hameed Alazawi, Ghassan Muslim Hassan

Mesopotamian Journal of CyberSecurity

With the heavy reliance on computers and information technology to send and receive data across networks of various types, there has been concern about securing that data from intrusions and cyber-attacks. The expansion of network usage has led to an increase in hacker attacks, which has led to prioritizing cybersecurity precautions in detecting potential threats. Intrusion detection techniques are a critical security measure to protect networks in both personal and corporate environments that are managed by network operating systems. For this, the paper relies on designing a network intrusion detection model. Since deep neural networks (DNNs) are classic deep learning …