Digital Commons Network^™

Distilled Intelligence At The Edge: An Iot-Driven Deep Learning Architecture For Plant Health Assessment, Malek Garrach

Masters Theses

This project addresses the challenge of image classification for specific plants in indoor farming environments. With a limited dataset, selecting an efficient and cost-effective model becomes crucial.

The traditional approach of using cloud services for model storage and image processing is not only expensive but also inefficient for this use case, especially when considering the continuous flow of data generated by cameras in indoor farming settings. Cloud-based solutions incur high operational costs, which is not ideal for resource-constrained environments. To overcome these limitations and provide a more economical alternative, we propose the use of IoT devices, specifically Raspberry Pi units, …

Ai-Aided Instructional Framework For Multilingual Learners (Aim-Framework), Boulbaba Abdeljaouad

Masters Theses

This thesis presents EduAtlas, a human-centered AI system that integrates a mobile lesson planning application with wearable smart glasses to support teachers in multilingual classroom environments. The system enables teachers to generate structured lesson plans with multilingual scaffolds and receive real-time instructional support during classroom sessions through a wearable interface. Unlike autonomous systems, EduAtlas is designed to operate collaboratively with teachers, who retain control over all AI-generated suggestions.

The lesson planning component uses large language models and multimodal generation to produce standards-aligned lesson plans, visual aids, and multilingual supports. The wearable component utilizes teacher-triggered audio capture to analyze classroom interactions …

Assessing Impact Of Heat Waves On Pregnancy And Lactation Amidst Climate Change: A Scoping Review., Susan Anyango, Grace Nakate

School of Nursing & Midwifery, East Africa

Background: The escalation of heat waves, attributed to climate change, represents a global public health concern, with pregnant
and lactating women identified as particularly vulnerable due to Physiological and hormonal changes.

Aim: To review the existing research on the effects of heat waves on pregnancy and lactation, identifying potential health risks and outcomes.

Methods: A structured search across PubMed, Scopus, Web of Science, and Google Scholar was conducted using terms related
to heat waves, pregnancy, lactation, and climate change. Inclusion criteria focused on peer-reviewed empirical
studies in English.

Results: Heat waves are linked to increased risks of preterm labor, low …

Descriptive Qualitative Study Of Nursing Students' Perceptions And Behaviors During Student-Led Class Sessions In Uganda, Proscovia Nakaye, Veronica Nakkonde, Mercy Muwema, Grace Nakate

School of Nursing & Midwifery, East Africa

Introduction: Student-led class sessions are a pedagogical approach where students actively engage in the learning process, influencing content, activities, and pace. This method fosters independent learning, communication skills, and teamwork. While some studies have shown the effectiveness of student-led sessions, nursing students often exhibit challenges, such as inattention and negative attitudes, affecting the quality of learning and patient care. Understanding nursing students' perceptions and behaviors in this context is essential for improving nursing education.

Methods: This descriptive qualitative study aimed to explore nursing students' perceptions and behaviors during student-led class sessions at Uganda Christian University. Sixteen direct-entry nursing students …

Prevalence Of Teenage Pregnancy And Associated Factors Among Adolescent Girls In Bobi Subcounty, Northern Uganda., Grace Auma, Margaret Alioru, Geoffrey Kaujju, Grace Nakate

School of Nursing & Midwifery, East Africa

Methodology: A Cross-sectional study design. A survey was conducted among 4893 married girls aged 15-19 years using quantitative methods. Quantitative data was collected through the structured questionnaire, which was administered, data was collected and entered in EPI-INFO 2020 software, and was cleaned and analyzed using STATA version 15.0. Binary logistic regression was done to examine the factors independently associated with teenage pregnancy. A multistage sampling technique was used.

Results: Our study showed that the prevalence of teenage pregnancy in Bobi Sub-County, Omoro District, is high at 27.5%. Significant Factors contributing to the likelihood of teenage pregnancy included those …

Misconduct Among Nurses And Midwives: A Retrospective Descriptive Study Of Cases Handled At The Uganda Nurses And Midwives Council From 2017 To 2021, Barbara Okiror, Christine Nimwesiga, Patience Muwanguzi, Tom Ngabirano, Mercy Muwema

School of Nursing & Midwifery, East Africa

Background: Media reports on the misconduct of nurses and midwives, including cases of fake credentials, drug theft, and incompetence, are on the rise. However, there are no published studies currently addressing this issue in Uganda. Therefore, to inform effective regulation of the profession, we analysed the misconduct cases involving nurses and midwives reported to the Uganda Nurses and Midwives Council between 2017 and 2021.

Methods: The study retrospectively described misconduct cases received and handled at UNMC from 2017 to 2021 and their outcomes. Following total population sampling, data were extracted from case files and then input into a …

Structures And Processes Of Critical Care Nursing Practice: Insights From Four Ugandan Intensive Care Units, Dominic Ogwal Savio, Edrisa Ssemwanga, Winter Patrick, Lameck Ssemogerere, Cliff Aliga

School of Nursing & Midwifery, East Africa

No abstract provided.

Characteristics Of People Who Inject Drugs Approached For Injection Assistance In Rural Kentucky, April Young, Ryli Hockensmith, Preston T Tolbert, Susan Westneat, Peter Vickerman, Jack Stone, Hilary L Surratt, Kayo Fujimoto, Hannah K Knudsen, Rachel Vickers-Smith, Katherine L Thompson, Laura Fanucchi, Julia Kollitz, Jennifer R Havens, Melvin D Livingston

Faculty, Staff and Student Publications

Objective: This study aims to understand the characteristics of people who inject drugs approached by others for injection assistance.

Method: Peer-referral and outreach were used to recruit rural adults who recently injected drugs in Appalachian Kentucky (n=435). Interviewer-administered questionnaires elicited data on participant characteristics and injection assistance. Descriptive statistics and generalized estimating equations clustered on peer-referral recruitment chain were used for analysis.

Results: Nearly one-third (30.1%) reported others had come to them for injection assistance. People approached for assistance were slightly younger (prevalence ratio [PR]: 0.91, 95% confidence interval [CI]: 0.85-0.99) but otherwise, demographically similar to their counterparts. Those approached …

History Of Midwifery In Arkansas: The Attrition Of Midwifery, Koria Torshia Robinson

Theses and Dissertations

Over the past few years, Arkansas has gained a spotlight due to an increase in maternal and infant mortality. This increase has been so massive that Arkansas has ranked within the top five in the nation for maternal and infant mortality rates for several years. A large percentage of the maternal and infant deaths in Arkansas are prevalent in the Black and rural community. This is an issue that has plagued the state of Arkansas for over a hundred years, with mortality rates highly affecting the same demographic of people. How did the practice of midwifery become a remedy for …

Objection Of Parishes To Committee's Disclosure Statemement

Catholic Dioceses in Bankruptcy

No abstract provided.

Patria Laureano V. Attorney General United States Of America

2026 Decisions

Agency

A Compelling Romance, Kayleigh Kearsley

Curiosity

One of William Shakespeare’s most famous romantic comedies, Much Ado About Nothing, tells the story of two individuals, Claudio and Hero, who quickly fall in love and plan to marry. However, due to another’s nefarious acts, Claudio believes that Hero is unfaithful. He cruelly and publicly shames her at their wedding, leading to her faking her death. In the end, it is revealed that Hero is both innocent and alive, and a double marriage becomes the play’s finale. Though this romance seems to be the focal point of the play, a close reading reveals that the romance between two supporting …

Voices From The Frontline: Mental Health Clinicians’ Experiences And Attitudes Toward Telehealth Modalities, Daisy Ann Auzenne

Walden Dissertations and Doctoral Studies

No abstract provided.

Caribbean Clergy's Perceptions Of Marital Rape, Nasheba Barzey

Walden Dissertations and Doctoral Studies

No abstract provided.

Landlord Participation In The Housing Choice Voucher Program, Donnecia Johnson

Walden Dissertations and Doctoral Studies

No abstract provided.

Examination Of Factors To Male Offender Recidivism In Western Missouri, Daryl Long

Walden Dissertations and Doctoral Studies

No abstract provided.

What’S In A Name? Much Ado About “War-Sustaining” Objects, W. Casey Biggerstaff

International Law Studies

Recent conflicts have renewed the long-running debate over the legality of attacking economic objects under the law of armed conflict. Within that discourse, observers frequently frame the controversy in relation to an abstract U.S. “war-sustaining” position. Critics often characterize the United States as advancing a distinctive and overly permissive interpretation of military objectives that allegedly departs from the targeting criteria set forth in Article 52(2) of Additional Protocol I. This article challenges that characterization. It concludes that the United States does not apply a separate “war-sustaining” lex specialis to economic objects. Rather, U.S. practice reflects a contextual application of Article …

Butte Priority Soils Operable Unit Diggings East Final 100% Remedial Design Package Submittal, Josh Bryson

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Crisis Severity In Sportswashing: Examining The Effects On Host Nations, Erika J. Schneider, Courtney D. Boman, Mutaz M.. Barnawi, Kenon A. Brown

Media Studies - All Scholarship

This study examines how the men’s 2022 FIFA World Cup in Qatar, marked by allegations of labor abuses, influenced U.S. viewers’ perceptions of the host nation through the lens of “sportswashing.” Utilizing a survey of self-identified U.S. viewers of the World Cup, the analysis examines how viewers’ personal involvement and recognition of human rights concerns influenced their perceptions of the crisis’s severity. Findings show that recognition of the problem, by viewers themselves, significantly increased perceptions of severity, while involvement with the issue of human rights did not have a direct effect on severity perceptions. Higher perceptions of severity, in turn, …

Motherhood Within The Patriarchal Family: Reconstructing Feminism Through "Frankenstein", Yasamin Osqueezadeh

Curiosity

In 1792, pioneering English feminist Mary Wollstonecraft published “A Vindication of the Rights of Woman,” arguing that women’s rights could only advance if women moved into the male-dominated public sphere, leaving behind household-centered education, traditional marriage structures, and the nuclear family dynamic. In 1818, Wollstonecraft’s daughter Mary Shelley published “Frankenstein,” in which she explored and critiqued women’s permanent and unacknowledged status as caretakers within their households. Whereas Wollstonecraft aimed to dismantle marriage completely, Shelley simultaneously argued to preserve the notion of family and marriage while also reconstructing the gender roles within those dynamics. Through the lack of female representation from …

Effects Of Uv Exposure On Fecundity, Survival, And Performance Of A Stored Grain Pest, Callosobruchus Maculatus, Colby Christensen, Fielding Mumford, Spencer Brinton, Anna Goates, Md Mirajul Islam

Curiosity

Seed beetles (Callosobruchus maculatus) are a pest of stored leguminous grains that can dramatically decrease yields. Management strategies to control infestations of C. maculatus are important for economic and food security. Radiation exposure is one possible management strategy that has shown promise. In two separate course-based undergraduate research experiences (CUREs), we tested how exposure to UV-C light affects C. maculatus fecundity, survival, and performance. Callosobruchus maculatus individuals were exposed to UV-C at two different life-stages: parent and egg exposure during oviposition and larval exposure during development. Whereas UV exposed two-week old eggs experienced slightly increased mortality, no significant …

Determination Of Pb(Ii) Ion With A Novel, Highly Efficient Immobilized Arsenazo Iii In A Polymer Matrix, Kholboeva Muyassar, Smanova Zulayho, Madatov O`Tkir, Yusupov Boburjon, Abror Nomozov, Sobirova Fotima, Jalilov Fazliddin, Daminov Oybek

Baghdad Science Journal

In this study, a novel analytical reagent based on arsenazo III immobilized on a polymer matrix composed of polyacrylonitrile, polyethylene polyamine, and dichloroethane (PPD) was developed and applied for the spectrophotometric determination of Pb(II) ions. The proposed method demonstrated standard analytical and metrological characteristics for the highly accurate determination of Pb(II) ions, as evidenced by a relative standard deviation (Sr) of 0.06 and a minimum detectable concentration (C_min) of 0.24 μ g/L. The accuracy and reproducibility of the method were evaluated using Student's t-test and Fisher's F-test. Comparison of the experimental and tabulated values (experiment=1.09; t …

Risk Of Malignancy With Immunosuppressive Drugs Used In Organ Transplants Compared To Those Used For Non-Transplant Indications, Connor Haines, Zachary Walton, Ian Curnutt, George Golovko, Yong-Fang Kuo, Cristiana Rastellini, Luca Cicalese

Student Publications

Background: Immunosuppressive drugs (ISDs) are essential for preventing organ rejection but have been reported to increase cancer risk with prolonged use. This study compares cancer risk between ISDs used for long-term maintenance after transplantation (T-ISDs) and those prescribed for non-transplant chronic conditions including cell-mediated (C-ISDs) and receptor-mediated (R-ISDs) ISDs. We hypothesized that cancer risk would differ between T-ISDs and both C-ISD and R-ISD groups. Methods: Using the TriNetX database, solid organ transplant recipients treated with tacrolimus (TAC), cyclosporine (CY), rapamycin (RAPA), or mycophenolate (MMF) were compared to propensity-matched R-ISDs (adalimumab, infliximab, etc.) or C-ISDs (methotrexate, azathioprine, etc.) for at least …

Evidence Distribution Across Osteosarcoma Tumour Types: An Evidence Gap Map To Inform The Who Classification Of Tumours, Oana M. Craciun, Marina Montes-Mota, Ester García-Ovejero, Alex Inskip, Harshima Wijesinghe, Ian A. Cree, Dilani Samarawickrema Lokuhetty, Fiona Campbell, Richard Colling, Puay Hoon Tan, Inga Trulson, Magdalena Chechlińska, Iciar B. Indave, Beatriz Pérez-Gómez, Marina Pollán-Santamaría, Elena Plans-Beriso

Peninsula Medical School

IntroductionOsteosarcomas comprise a heterogeneous group of malignant osteogenic tumours with histopathological, biological and clinical variability. The scientific evidence underpinning different osteosarcoma types varies considerably. The WHO Classification of Tumours (WCT) provides an international standard for tumour classification based on evidence, although published evidence varies in both quantity and quality. Given the implications of osteosarcoma tumour classification for diagnosis, grading and treatment, a systematic overview of the distribution of the evidence is required. This study aimed to map the available evidence for osteosarcoma tumour types to inform the WCT.MethodsAn evidence gap map (EGM) was developed following methodologies adapted from the Campbell …

Context-Aware Vulnerability Scoring For Dubai Immigration Systems: Enhancing Cvss With Exposure And Asset Risk Factors, Saeed Adnan Saeed Alkhatibi Alsuwaidi

Theses

This paper explores the drawbacks of Common Vulnerability Scoring System (CVSS) usage in case of mission critical government infrastructures with special attention to Dubai Immigration systems. Even though the widely used tool against evaluating the severity of technical vulnerability is the CVSS, it fails to consider the organisational factors like the exposure of the asset, the criticality of the system, the number of users and the sensitivity of data. Such contextual blindness may contribute to prioritisation being off-kilter and ineffective resource assignment in high-risk and highly sensitive settings. The researchers systematically analyse the potential to incorporate contextual features in CVSS …

Toxitarget: A Multi-Omics Database For Toxicant-Responsive Molecular Targets, Ravindra Kumar, Tianyi Fu, Prashant Kumar Kuntala, Benpeng Miao, Shuhua Fu, Daofeng Li, Frederick L Tyson, Marisa S Bartolomei, Cheryl L Walker, Ting Wang, Bo A Zhang

Faculty, Staff and Students Publications

Environmental toxicant exposures can induce widespread alterations in both the transcriptome and epigenome of mammals, and directly contribute to the increased risk of various diseases, including cardiovascular disorders, cancer, and neurological disorders. To evaluate how early-life toxicants produce long-term impacts on the transcriptome and epigenome in mice, the Toxicant Exposures and Responses by Genomic and Epigenomic Regulators of Transcription II (TaRGET II) Consortium generated a landmark resource comprising 3607 multi-omics datasets from longitudinal studies in mice. The molecular changes in responding to distinct environmental toxicants, including arsenic (As), lead (Pb), bisphenol A (BPA), tributyltin (TBT), di-2-ethylhexyl phthalate (DEHP), dioxin (TCDD), …

Toxitarget: A Multi-Omics Database For Toxicant-Responsive Molecular Targets, Ravindra Kumar, Tianyi Fu, Prashant Kumar Kuntala, Benpeng Miao, Shuhua Fu, Daofeng Li, Target Ii Consortium, Frederick L Tyson, Marisa S Bartolomei, Cheryl L Walker, Ting Wang, Bo A Zhang

2020-Current year OA Pubs

Environmental toxicant exposures can induce widespread alterations in both the transcriptome and epigenome of mammals, and directly contribute to the increased risk of various diseases, including cardiovascular disorders, cancer, and neurological disorders. To evaluate how early-life toxicants produce long-term impacts on the transcriptome and epigenome in mice, the Toxicant Exposures and Responses by Genomic and Epigenomic Regulators of Transcription II (TaRGET II) Consortium generated a landmark resource comprising 3607 multi-omics datasets from longitudinal studies in mice. The molecular changes in responding to distinct environmental toxicants, including arsenic (As), lead (Pb), bisphenol A (BPA), tributyltin (TBT), di-2-ethylhexyl phthalate (DEHP), dioxin (TCDD), …

Frame-Wise Multi-Echo Distortion Correction For Superior Functional Mri, Andrew N Van, David F Montez, Timothy O Laumann, Philip N Cho, Vahdeta Suljic, Noah J Baden, Nadeshka Ramirez-Perez, Kristen M Scheidter, Julia S Monk, Forrest I Whiting, Babatunde Adeyemo, Roselyne J Chauvin, Samuel R Krimmel, Athanasia Metoki, Aishwarya Rajesh, Jarod L Roland, Anxu Wang, Aristeidis Sotiras, Joshua S Shimony, Benjamin P Kay, Scott A Marek, Evan M Gordon, Nico U F Dosenbach, Et Al.

2020-Current year OA Pubs

Functional MRI (fMRI) data are severely distorted by magnetic field (B0) inhomogeneities, which currently must be corrected using separately acquired field map data. However, changes in the head position of a participant across fMRI frames cause changes in the B0 field, preventing accurate correction of geometric distortions. Movement during field map acquisitions corrupts field maps, preventing distortion correction altogether. In this study, we use multi-echo (ME) fMRI data to dynamically sample and correct for magnetic field image distortions caused by head motion. Our distortion correction pipeline, MEDIC (Multi-Echo DIstortion Correction), leverages magnetic field inhomogeneity information found in the difference between …

Experimental Evaluation Of Walking Stability Of Bilateral Transtibial Prosthetic User: A Case Study, Mustafa Sharaf Jaian, Mahmud Rasheed Ismail

AUIQ Technical Engineering Science

Bilateral transtibial amputation presents a complex biomechanical condition in which the loss of biological ankle function and reduced sensory feedback can compromise walking stability. This case study aimed to experimentally evaluate gait stability in a bilateral transtibial prosthesis user under controlled sensory and mechanical walking conditions using a portable G-Walk inertial measurement system. The novelty of this study lies in the use of a structured three-factor experimental protocol that systematically combined visual input, arm posture, and surface type across twelve walking conditions to assess walk quality, propulsion, propulsion symmetry, and pelvic symmetry indices. The participant was a 31-year-old bilateral transtibial …

Compsobuthus Hadeki Sp. N. From Iraq (Scorpiones: Buthidae), František Kovařík, František Šťáhlavský

Euscorpius

A new species, Compsobuthus hadeki sp. n. from Iraq is described and fully complemented with color photographs and compared with morphologically the most similar species, C. matthiesseni (Birula, 1905). The two species can be unequivocally separated by the following morphological features: in C. hadeki sp. n., movable finger of pedipalp bears 9 rows of granules; telson with aculeus shorter than vesicle, and metasoma III with 10 carinae. Cytogenetic analysis was performed, revealing a diploid chromosome count of 22 in C. hadeki sp. n.