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2024

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Leveraging Artificial Intelligence To Improve Data Configuration & Accuracy In Modern Flight Management Systems, Sreeram Chittayil Jan 2024

Leveraging Artificial Intelligence To Improve Data Configuration & Accuracy In Modern Flight Management Systems, Sreeram Chittayil

International Journal of Aviation, Aeronautics, and Aerospace

AI (Artificial intelligence) can automate the process of generating optimized flight routes using real-time data, such as AIRAC (Aeronautical Information Regulation and Control), significantly reducing the time needed for flight management tasks. While AIRAC data typically takes up to 28 days to refresh, AI could condense this process to just minutes, enhancing operational efficiency and ensuring pilots have timely and accurate flight information. The research includes practical experiments, prototype code, and visual case studies to demonstrate AI's role in optimizing FMS functions while addressing issues related to data input errors and human intervention. Key findings from trials show the algorithm's …


Automatic Detection Of Birds In Images Acquired With Remotely Piloted Aircraft For Managing Wildlife Strikes To Civil Aircraft, Maurycio Rodrigues Oviedo, Flavio A. C. Mendonca Ph.D., Jose Cabrera, Cole A. Mcnall, Raymond Ayres, Ricardo Luís Barbosa, Rodrigo Gallis Jan 2024

Automatic Detection Of Birds In Images Acquired With Remotely Piloted Aircraft For Managing Wildlife Strikes To Civil Aircraft, Maurycio Rodrigues Oviedo, Flavio A. C. Mendonca Ph.D., Jose Cabrera, Cole A. Mcnall, Raymond Ayres, Ricardo Luís Barbosa, Rodrigo Gallis

International Journal of Aviation, Aeronautics, and Aerospace

Wildlife strikes represent a significant threat to aviation safety and economics, as evidenced by notable incidents such as the emergency landing of US Airways Flight 1549 in 2009. The Federal Aviation Administration (FAA) acknowledges this growing concern, as evidenced by its report on Wildlife Strikes to Civil Aircraft in the United States from 1990 to 2019.To address the need for improved risk management, airports conduct Wildlife Hazard Assessments (WHA), a laborious process typically relying on visual identification by Qualified Airport Wildlife Biologists (QAWB). However, technological advancements, such as Remotely Piloted Aircraft (RPA) and machine learning (ML), offer promising solutions to …


Performance Prism: A Comprehensive Framework For Performance Measurement In Aircraft Maintenance, Mohammed Timjerdine, Saoudi Taibi, Younes Moubachir Jan 2024

Performance Prism: A Comprehensive Framework For Performance Measurement In Aircraft Maintenance, Mohammed Timjerdine, Saoudi Taibi, Younes Moubachir

International Journal of Aviation, Aeronautics, and Aerospace

Aircraft maintenance is governed by rigorous safety requirements and high operational complexity, demanding robust performance measurement frameworks to ensure optimal maintenance practices. This paper investigates existing performance measurement methodologies within the sector, highlighting their limitations and the need for a more structured evaluation system. Through this critical analysis of current literature, the paper proposes the Performance Prism (PP) framework as a novel and potentially robust solution for assessing and enhancing aircraft maintenance performance. Because the PP framework integrates multiple dimensions of evaluation, it provides a holistic assessment of aircraft maintenance performance, thereby enhancing reliability, efficiency, and overall effectiveness. Using examples …


Just Culture In Aviation: A Metaphorical Study On Aircraft Maintenance Students, Ramazan Çoban, Cengiz Mesut Bükeç Jan 2024

Just Culture In Aviation: A Metaphorical Study On Aircraft Maintenance Students, Ramazan Çoban, Cengiz Mesut Bükeç

International Journal of Aviation, Aeronautics, and Aerospace

Just Culture, a sub-dimension of safety culture, has been a prominent and debated topic in aviation safety in recent years. Just culture signifies a work environment where employees are motivated to provide essential safety-related information, but a clear distinction must be made between acceptable and unacceptable behaviours. The aim of this study is to examine the fundamental characteristics of just culture in the aviation sector. The phenomenology method, one of the qualitative research designs, has been adopted in the study. Purposeful sampling was used in the selection of participants, with the sample consisting of 78 students studying in the aircraft …


Managing Uncertainty In The Airline Industry: The Interaction Of Strategic Flexibility, Organizational Learning, And Dynamic Capabilities, Mehmet Sahin Durak, Ferhan Sengur Prof. Dr. Jan 2024

Managing Uncertainty In The Airline Industry: The Interaction Of Strategic Flexibility, Organizational Learning, And Dynamic Capabilities, Mehmet Sahin Durak, Ferhan Sengur Prof. Dr.

International Journal of Aviation, Aeronautics, and Aerospace

The airline industry is one of the sectors characterized by being highly competitive, dynamic, and uncertain. In addition, the constantly renewed, growing structure and vulnerability to conjuncture of the sector usually renders the sector unstable and unpredictable. In such this environment, one of the most important strategic tools airline companies can use to keep their activities sustainable is increasing their strategic flexibility levels. In this context, this study aims to reveal whether dynamic capabilities mediate the relationship between organizational learning and strategic flexibility in the airline industry. In the research model, the Process Macro plugin, which was developed by Hayes …


The Impact Of Thunderstorms On Take-Off Data In South Africa, Quinton Jacobs Mr. Jan 2024

The Impact Of Thunderstorms On Take-Off Data In South Africa, Quinton Jacobs Mr.

International Journal of Aviation, Aeronautics, and Aerospace

Aviation and meteorology are entwined disciplines, as aviation occurs in the atmosphere. Prevailing weather conditions at take-off are of utmost importance to aviation. This determines the payload of the aircraft and runway in use. Forecast verification is essential to aviation as it determines the quality of the forecasting products. The tolerances for take-off data are stringent and slightly relaxed tolerances are used in South Africa by mutual agreement.

There are six aerodromes in South Africa where Take-off Data are produced, in varying climatic conditions as South Africa is in both the tropics and midlatitudes. Thunderstorms are a common occurrence over …


A Scale Development Study For Evaluating The Competency Perception Of Air Traffic Controllers, Arif Tuncal, Ertan Çinar Jan 2024

A Scale Development Study For Evaluating The Competency Perception Of Air Traffic Controllers, Arif Tuncal, Ertan Çinar

International Journal of Aviation, Aeronautics, and Aerospace

Ensuring the competencies that influence the performance of air traffic controllers is a key priority for the aviation sector in terms of flight safety. Notwithstanding the efforts of international organizations, the absence of a statistically valid and reliable scale in the academic literature for the measurement of air traffic controllers’ competency perceptions signifies a notable gap. The aim of the study was to develop a scale for measuring air traffic controller competency. The study sample comprised 482 air traffic controllers. Following semi-structured interviews and document analysis, an item pool was established, ensuring content validity through expert input, with a CVR …


Electrophysiological Investigation Of Active-Assisted Vs Recumbent Cycling: A Pilot Study In Healthy Older Adults, Vanessa Harwood, Nicole E. Logan, Alisa Baron, Skye Richards, Raphael Dias, Alex Seng, Emily Jelfs, Christine Marie Clarkin, Christie L. Ward-Ritacco Jan 2024

Electrophysiological Investigation Of Active-Assisted Vs Recumbent Cycling: A Pilot Study In Healthy Older Adults, Vanessa Harwood, Nicole E. Logan, Alisa Baron, Skye Richards, Raphael Dias, Alex Seng, Emily Jelfs, Christine Marie Clarkin, Christie L. Ward-Ritacco

Kinesiology Faculty Publications

There is a relationship between acute bouts of aerobic exercise and cognition in adults, yet the exact nature of this relationship remains unclear. The current pilot study aims to investigate how different modes of cycling (active-assisted cycling vs recumbent cycling) at different moderate-to-vigorous physical activity (MVPA) intensity levels (prescribed 65–70% Heart Rate Max and self-selected 12–13 Rate of Perceived Exertion) modulate neurocognitive, and behavioral markers of cognition in healthy older adults. A sample of 10 adults (aged 50–74 years) participated in baseline (no exercise), active-assisted, and recumbent cycling interventions at different intensity levels. The P3 event-related potential (ERP), a neural …


Unh/Noaa Joint Hydrographic Center 2024 Performance And Progress Report Executive Summary, Larry A. Mayer Jan 2024

Unh/Noaa Joint Hydrographic Center 2024 Performance And Progress Report Executive Summary, Larry A. Mayer

Center for Coastal and Ocean Mapping

Reporting Period: 01/01/2023–12/31/2023


Silence In Market Reaction To Annual Reports, Magdalena Kochanowicz Jan 2024

Silence In Market Reaction To Annual Reports, Magdalena Kochanowicz

Other Faculty of Arts, Humanities and Business Theses

Research problem - The literature suggests that the market either does not react or reacts with a delay to the content of annual reports, concerning notion given their importance for investment decisions due to the value relevance of the information they convey. According to the Efficient Market Hypothesis, the market should exhibit a prompt reaction to their release. Rationale - This study aims to uncover the underlying reasons for investors' lack of response to annual report filings. It predicts that the reaction depends, among other factors, on the release of preliminary disclosures of financial results, the method of distribution of …


Recovering Relativistic Effects In Electronic Structure Calculations Of F-Element Single Molecule Magnets, Nathan Roy Loutsch Jan 2024

Recovering Relativistic Effects In Electronic Structure Calculations Of F-Element Single Molecule Magnets, Nathan Roy Loutsch

Dissertations and Theses

There has been a great interest in developing new information technologies. Single molecule magnets (SMMs) are emerging as materials for high density data storage, qubits, and molecular spintronics. SMMs containing lanthanide or actinide centers are of interest due to their potentially high magnetic anisotropy. This would enable the use of SMMs at higher temperatures. Accurately modelling the electronic structure of f-element complexes can be quite challenging. Density Functional Theory (DFT) is a popular choice for optimizing geometry and studying the electronic structure due to its relatively low cost. In certain cases, more accuracy is desired or necessary to predict experimental …


An Examination Of The Degree To Which The Bia Models Representative Bureaucracy In Selected Lakota Communities, Melissa Eagle Bear Jan 2024

An Examination Of The Degree To Which The Bia Models Representative Bureaucracy In Selected Lakota Communities, Melissa Eagle Bear

Dissertations and Theses

This dissertation focuses on representative bureaucracy as it applies to the administration of the Bureau of Indian Affairs (BIA) and experienced by Lakota people within two Indian reservation communities. There is limited research on the theory and practice of representative bureaucracy within the context of BIA services. This qualitative study rests on the assumption that representative bureaucracy would lead to positive policy outcomes for Indian people. This research focuses on three specific areas of representative bureaucracy: passive, symbolic, and active representation. This phenomenological research takes as given the centrality of a Lakota epistemology: the beliefs, values and practices embodied in …


Implementation Of Formative Feedback Practices Via An Instructional Walkthrough Observation Tool: The Impact On Pre-Service Teacher Knowledge And Skills, Sheila Mulder Jan 2024

Implementation Of Formative Feedback Practices Via An Instructional Walkthrough Observation Tool: The Impact On Pre-Service Teacher Knowledge And Skills, Sheila Mulder

Dissertations and Theses

The collection of studies explores the role of feedback in the development of pre-service teachers’ knowledge and skills, focusing on the perspectives of university supervisors and cooperating teachers. The first study used a comparative case study examining pre-service teachers’ perceptions of the feedback they received and their ideal feedback across two universities. This revealed insights into effective feedback practices, informing teacher educator’s feedback practices, underscoring recommended feedback structures within teacher preparation programs. Moreover, there is a need for training in formative feedback practices to create a common understanding of the desired teaching practices, formative feedback practices to support collaborative feedback …


Crisis Intervention Model Effectiveness In South Dakota City And Rural Schools, Nicole Ann Bechen Jan 2024

Crisis Intervention Model Effectiveness In South Dakota City And Rural Schools, Nicole Ann Bechen

Dissertations and Theses

Little information is known on crisis prevention and intervention plans in schools across South Dakota. A review of the existent literature revealed gaps within school-based crisis intervention models, their objectives, and their effectiveness in addressing the psychological and physical safety needs of students, staff, teachers, families, and community members. Gaps in understanding rural crisis response were noted. The purpose of this study was to assess whether crisis prevention and intervention plans in South Dakota schools adequately protected students, staff, families, and community members. To achieve this, a stratified random sample of 53 PreK-12 public schools in the state of South …


Being Dr. Jekyll And Mr. Hyde: Role-Based Identity Foils In Organizational Life, Blake E. Ashforth, Beth S. Schinoff, Kristie M. Rogers, Donald Lange Jan 2024

Being Dr. Jekyll And Mr. Hyde: Role-Based Identity Foils In Organizational Life, Blake E. Ashforth, Beth S. Schinoff, Kristie M. Rogers, Donald Lange

Management Faculty Research and Publications

Soldier-medic. Undercover police officer. Collaborative divorce attorney. Certain jobs require an individual to enact antithetical sets of role expectations (to do X and not-X), such as saving a life and taking a life, in the case of a soldier-medic. Despite their important consequences, we lack a unifying framework for such antithetical expectations and their implied identity foils—where one is expected to be both Dr. Jekyll and Mr. Hyde (a life-saver and a life-taker). To this end, we build theory on how and why antithetical expectations and their implied identity foils arise in organizations. We offer a model …


Exploring The Links Between Unknowns, Uncertainty And Epistemological Understanding In A More Authentic Form Of School Science Investigation, Matthew Wharf Jan 2024

Exploring The Links Between Unknowns, Uncertainty And Epistemological Understanding In A More Authentic Form Of School Science Investigation, Matthew Wharf

Other Faculty of Arts, Humanities and Business Theses

This research explored the role a more ‘authentic’ science investigation had on the epistemological understanding of secondary school students. It reviewed the understanding of what is taught within the science curriculum in terms of epistemology and the Nature of Science (NOS) and what may be considered a more authentic activity that more closely aligns with the qualities of professional science, where new knowledge is being formed as compared to what could be seen as conventional science investigations, the repetition of classic experiments. Lessons of 3 different classes, at different schools and in different years were used. An investigation lesson from …


The Assessment-Related Logics Of Practice At A South West Multi-Academy Trust, Samuel Gordon Morahan Jan 2024

The Assessment-Related Logics Of Practice At A South West Multi-Academy Trust, Samuel Gordon Morahan

Plymouth Institute of Education Theses

Over the last 40 years there have been widescale changes to the British education system. Through the process of neoliberalisation, education has become a commodity to be bought and sold with an ever-increasing emphasis on performativity and its related measures. Within this educational market, alternative provision settings provide commissioning schools with opportunities to purchase placements and packages for pupils, who for a variety of reasons, are unable to engage in mainstream education. Alternative provision settings must evidence value for money to these schools, whilst meeting statutory inspection requirements. Assessment practices and the numerical data they generate are central within this …


A Rare Case Of Cold Agglutination Syndrome Secondary To Mycoplasma Pneumoniae, Dr.Disha Shahri, Dr. Srinath K. M, Dr. Basava Chethan, Dr. Savitha Vijayakumar, Dr. Meghna B.S. Jan 2024

A Rare Case Of Cold Agglutination Syndrome Secondary To Mycoplasma Pneumoniae, Dr.Disha Shahri, Dr. Srinath K. M, Dr. Basava Chethan, Dr. Savitha Vijayakumar, Dr. Meghna B.S.

Digital Journal of Clinical Medicine

Mycoplasma pneumoniae (M. pneumoniae) is one of the foremost causes of community acquired pneumonia. Most of the cases are, however mild. Although, complications may seldom occur. One such known complication of M. pneumoniae infection is cold agglutinin hemolysis, which is usually benign and transient. This hemolysis is due to formation of cold agglutinins during the course of infection. Cold Agglutination Syndrome (CAS) is a type of acquired Autoimmune Hemolytic Anaemia (AIHA), which exists due to an underlying disorder, like a viral illness or lymohoid malignancy. It is generally self-remitting, in contrast to Cold Agglutination Disease (CAD), which is a chronic …


Augustinian Composition Pedagogy And The Catholic Liberal Arts In The Time Of Generative Ai, Gavin F. Hurley Jan 2024

Augustinian Composition Pedagogy And The Catholic Liberal Arts In The Time Of Generative Ai, Gavin F. Hurley

Journal of Catholic Education

This article proposes a theoretical basis of Augustinian composition pedagogy by tracing the symbiotic relationship between writing and knowing found within St. Augustine’s Letters, The Trinity, Soliloquies, and Confessions and connecting them to modern writing-to-learn composition pedagogies. Given today’s trying times of generative AI, this article argues that Catholic schools revitalize the writing arts in a manner proposed by Augustine—that is, to enrich inward contemplation and outward love for others. In embracing such philosophy of writing and applying it across the disciplines, Catholic schools can enrich their distinctively Catholic liberal arts mission—and ward off dangers found in …


′Symbols′ As Expression Tools Of Islam And Their Usage Methods In Palace Architecture, Bora Bingöl, Namiq Abbasov, Shahla Abbasova Jan 2024

′Symbols′ As Expression Tools Of Islam And Their Usage Methods In Palace Architecture, Bora Bingöl, Namiq Abbasov, Shahla Abbasova

Khazar Journal of Humanities and Social Sciences

Islamic architecture consists of religion, politics, philosophy, and aesthetics. The religious expression of symbols in Islamic architecture is also extremely important in architecture. These religious symbols, which are used in palace buildings and generally in administrative places in the Islamic world, are shaped depending on the function of the buildings. In this period, the palace complexes were considered to be the most important structures representing state politics and economy. In this study, the purposes and methods of use of religious symbols used in many palace complexes of Islamic architecture were investigated. While investigating the main source and usage rules of …


The Model Of Desire And Fear As An Invariant In Literature, Melake Agasaf Elyasova-Rajabova Jan 2024

The Model Of Desire And Fear As An Invariant In Literature, Melake Agasaf Elyasova-Rajabova

Khazar Journal of Humanities and Social Sciences

The issue of the projection of the desire and fear model in literature is analyzed from different perspectives in this research. Desire and fear along with forming a dichotomy together, complement each other. Sometimes the feeling of fear turns into a barrier in front of the feeling of desire, whereas, the feeling of fear sometimes saves him (her) from taking some wrong steps. Humans are born as biological beings, but they are formed as social beings. Each person is formed through the relationship between the individual and society; he acts taking into account the stereotypes of the society - the …


Magnetic Resonance Imaging Findings In Kenyans And South Africans With Active Convulsive Epilepsy: An Observational Study, Symon M. Kariuki, Ryan Wagner, Roxana Gunny, Felice D'Arco, Martha Kombe, Anthony Ngugi, Steven White, Rachel Odhiambo, Helen Cross, Josemir Sander Jan 2024

Magnetic Resonance Imaging Findings In Kenyans And South Africans With Active Convulsive Epilepsy: An Observational Study, Symon M. Kariuki, Ryan Wagner, Roxana Gunny, Felice D'Arco, Martha Kombe, Anthony Ngugi, Steven White, Rachel Odhiambo, Helen Cross, Josemir Sander

Population Health, East Africa

Objective: Focal epilepsy is common in low- and middle-income countries. The frequency and nature of possible underlying structural brain abnormalities have, however, not been fully assessed.

Methods: We evaluated the possible structural causes of epilepsy in 331 people with epilepsy (240 from Kenya and 91 from South Africa) identified from community surveys of active convulsive epilepsy. Magnetic resonance imaging (MRI) scans were acquired on 1.5-Tesla scanners to determine the frequency and nature of any underlying lesions. We estimated the prevalence of these abnormalities using Bayesian priors (from an earlier pilot study) and observed data (from this study). We used a …


A Profitability Analysis Of Products And Services In The Biotechnology Industry, Olivia Halverson Jan 2024

A Profitability Analysis Of Products And Services In The Biotechnology Industry, Olivia Halverson

Senior Honors Theses and Projects

This paper will discuss the various ways to address profitability within firms and compare the profitability of three firms within the same industry. It will also touch upon rebranding within firms, the differences between brand and reputation, and how companies decide to use these leverages. Within, the paper dives into one successful account of a rebranding and its positive or negative effects in the long run. This will mainly be reflected in the literary review. In the profitability review, I will review three comparable companies within the biotechnology industry, including two public companies and one owned by a private equity …


The Purpose And Importance Of Words Of Knowledge When Praying For The Sick, Bruce L. Bauer Jan 2024

The Purpose And Importance Of Words Of Knowledge When Praying For The Sick, Bruce L. Bauer

Journal of Adventist Mission Studies

Seventh-day Adventists are not usually known for taking authority over sickness or taking a person by the hand and saying, “In the Name of Jesus of Nazareth, arise and walk.” And rightly so, for Adventists have been counseled that when praying for the sick “our prayers must take the form, not of command, but of intercession” (White 1942:230, 1915:218). Why, because only God knows what is right and best (White 1948:148, 149). In addition, Ellen White warns against prayers that insist on God doing what people think needs to happen (1948:148) and suggests that God’s people should only pray for …


The Emotional Side Of Teaching Conceptions: Exploring The Relationship Between Conceptions Of Teaching And Teacher Burnout, Well-Being, And Resilience, Marc Clarà, Alba Vallés, Sílvia Cavalcante, Aina Franch, Jordi Coiduras, Patricia Silva, Nick Kelly, Tatiana López, Priscila Marchán, Bárbara Padula Jan 2024

The Emotional Side Of Teaching Conceptions: Exploring The Relationship Between Conceptions Of Teaching And Teacher Burnout, Well-Being, And Resilience, Marc Clarà, Alba Vallés, Sílvia Cavalcante, Aina Franch, Jordi Coiduras, Patricia Silva, Nick Kelly, Tatiana López, Priscila Marchán, Bárbara Padula

Australian Journal of Teacher Education

This paper investigates the relationship between teachers’ conceptions of teaching and several indicators of their emotional experience. With a sample of 200 teachers, the study identifies three dimensions of teaching conceptions, “student-centeredness,” “educational purpose,” and “projection into the future.” Statistical analysis revealed that student-centeredness is negatively correlated with teachers’ resilience and well-being. Additionally, we found that well-being and sense of personal accomplishment are significantly lower, and depersonalization significantly higher, when the educational purpose is psychosocial learning as opposed to academic learning. We also found some differences in conceptions of teaching among different countries and among different educational levels. These results …


Music And Perceived Stress: An Investigation Into The Effects Of Music On Chemistry Students' Perceived Stress Levels, Alice Young, Eric Malina Jan 2024

Music And Perceived Stress: An Investigation Into The Effects Of Music On Chemistry Students' Perceived Stress Levels, Alice Young, Eric Malina

Honors Program: Senior Projects (Public)

Music has long been a prevalent intervention when trying to lower stress in certain populations (Thoma et al., 2013). This study aimed to explore the possible usefulness of music as an intervention for students experiencing stress in the chemistry laboratory setting. Students in general chemistry laboratories were surveyed regarding their stress at the ends of periods in which music was or was not played in their laboratory classes. While the results were not statistically significant, mean stress scores did lower in those groups where music was played. Further research into this topic should focus on type of music, the effects …


Ethical Use Of A.I Powered Academic Tools, Cherryle Brown Jan 2024

Ethical Use Of A.I Powered Academic Tools, Cherryle Brown

Open Educational Resources

Teach students how to use AI tools to enhance their research skills and information-gathering techniques.


Enhancing Identification Of Meteorological And Biological Targets Using The Depolarization Ratio For Weather Radar: A Case Study Of Faw Outbreak In Rwanda, Fidele Maniraguha, Anthony Vodacek, Kwang Soo Kim, Emmanuel Ndashimye, Gerard Rushingabigwi Jan 2024

Enhancing Identification Of Meteorological And Biological Targets Using The Depolarization Ratio For Weather Radar: A Case Study Of Faw Outbreak In Rwanda, Fidele Maniraguha, Anthony Vodacek, Kwang Soo Kim, Emmanuel Ndashimye, Gerard Rushingabigwi

All Rsif Scholars' Publications

Leveraging weather radar technology for environmental monitoring, particularly the detection of biometeors like birds, bats, and insects, presents a significant challenge due to the dynamic nature of their behavior. Unlike hydrometeor targets, biometeor targets exhibit arbitrary changes in direction and position, which significantly alter radar wave polarization upon scattering. This study addresses this challenge by introducing a novel methodology utilizing Rwanda’s C-Band Polarization Radar. Our approach exploits the capabilities of dual-polarization radar by analyzing parameters such as differential reflectivity (ZDR) and correlation coefficient (RHOHV) to derive the Depolarization Ratio (DR). While existing radar metrics offer valuable insights, they have limitations …


Enhanced Neonatal Screening For Sickle Cell Disease: Human-Guided Deep Learning With Cnn On Isoelectric Focusing Images, Kpangni Alex Jérémie Koua, Cheikh Talibouya Diop, Lamine Diop, Mamadou Diop Jan 2024

Enhanced Neonatal Screening For Sickle Cell Disease: Human-Guided Deep Learning With Cnn On Isoelectric Focusing Images, Kpangni Alex Jérémie Koua, Cheikh Talibouya Diop, Lamine Diop, Mamadou Diop

All Rsif Scholars' Publications

Accurate detection of abnormal hemoglobin variations is paramount for early diagnosis of sickle cell disease (SCD) in newborns. Traditional methods using isoelectric focusing (IEF) with agarose gels are technician-dependent and face limitations like inconsistent image quality and interpretation challenges. This study proposes a groundbreaking solution using deep learning (DL) and artificial intelligence (AI) while ensuring human guidance throughout the process. The system analyzes IEF gel images with convolutional neural networks (CNNs), achieving over 98% accuracy in identifying various SCD profiles, far surpassing the limitations of traditional methods. Furthermore, the system addresses ambiguities by incorporating an “Unconfirmed” category for unclear cases …


An Android-Based Internet Of Medical Things Adaptive User Authentication And Authorization Model For The Elderly, Prudence Munyaradzi Mavhemwa, Marco Zennaro, Philibert Nsengiyumva, Frederic Nzanywayingoma Jan 2024

An Android-Based Internet Of Medical Things Adaptive User Authentication And Authorization Model For The Elderly, Prudence Munyaradzi Mavhemwa, Marco Zennaro, Philibert Nsengiyumva, Frederic Nzanywayingoma

All Rsif Scholars' Publications

Globally, 77% of the elderly aged 65 and above suffer from multiple chronic ailments, according to recent research. However, several barriers within the healthcare system in the developing world hinder the adoption of home-based patient management, hence the need for the IoMT, whose application raises security concerns, particularly in authentication. Several authentication techniques have been proposed; however, they lack a balance of security and usability. This paper proposes a Naive Bayes based adaptive user authentication app that calculates the risk associated with a login attempt on an Android device for elderly users, using their health conditions, risk score, and available …