Digital Commons Network^™

Denoising Low Dose Ct Images Using Enhanced Autoencoder Deep Learning Model: A Phantom Study, Ali O. Masoud, Khamis O. Amour, Ahmed M. Jusabani, Adithya Rajnaryanan, Manoj Kumar, Yasir M. Haji, Mwingereza J. Kumwenda

Tanzania Journal of Engineering and Technology (TJET)

Reducing radiation dose in Computed Tomography (CT) inherently leads to increased image noise, which can compromise clinical interpretation. To address this limitation in Low Dose CT images (LDCT), numerous computational techniques particularly convolutional neural networks (CNN) have been explored for CT image enhancement. Various CNN architectures with different convolutional layer designs have been developed to improve image quality. This study evaluates the effectiveness of a developed CNN-based autoencoder for denoising LDCT images while preserving diagnostic integrity. An end-to-end CNN autoencoder with information bottleneck (IB) pipeline was designed and trained using CT phantom images with varying noise levels, aiming to suppress …

Space Vectors Discretization-Based Direct Torque Control Scheme For High Performance Induction Motor Drives, Francisco Balenga, Francis Mwasilu

Tanzania Journal of Engineering and Technology (TJET)

In this paper, a direct torque controller (DTC) based on discretization of space vectors (DSV-DTC) for induction motor drives is proposed. By using this technique, the number of voltage vectors is increased, consequently it reduces the torque ripple compared to the conventional DTC control scheme. Specifically, the switching table of the proposed DSV-DTC scheme is comprised of thirty-six nonzero voltage vectors compared to the six voltage vectors in the conventional DTC scheme. Furthermore, it makes use of a five – level torque hysteresis comparator instead of three-level of the conventional DTC. The performance of the proposed control scheme is validated …

Dynamic-Based Assessment Of Shear Connectors In Composite Bridges With Data Taken From The Surface Of The Deck Slab, Emmanuel S. Leo

Tanzania Journal of Engineering and Technology (TJET)

Most bridge management systems generally rely on visual inspections for condition assessment; this means that damage in inaccessible parts of the structure, such as shear connectors in concrete composite bridges, can remain undetected until failure occurs. Localised non-destructive techniques are limited to small areas, time-consuming, and require prior knowledge of the damaged zone. These limitations can be overcome by using dynamic-based techniques. This study aims to investigate experimentally the efficiency of dynamic-based techniques in assessing the condition of shear connectors based on measurements taken from the surface of the deck slab. The study involved the construction of five composite beam …

Lean Manufacturing Implementation Barriers For Micro, Small And Medium Industries In Tanzania: Fuzzy Analytical Hierarchy Process, Juma M. Matindana, Francis D. Sinkamba, Mussa I. Mgwatu

Tanzania Journal of Engineering and Technology (TJET)

With rising global competition, manufacturing industries are adopting Lean Manufacturing (LM) to stay competitive. However, LM implementation in Africa, especially among micro, small, and medium industries (MSMIs), remains low, with research estimates at just 1%. This study examines the barriers to LM implementation in Tanzanian MSMIs. Data were collected from 243 respondents using survey research and purposive sampling. Descriptive and inferential statistics using SPSS version 27.0.1, along with the Fuzzy Analytical Hierarchy Process (FAHP), were used for analysis. The top five LM barriers for micro industries are lack of training on LM tools, poor understanding of lean philosophy, high investment …

Estimation Of Crop Water Requirements And Irrigation Demand For Maize And Rice In Morogoro, Tanzania Using The Cropwat 8.0 Model, Regina Pasiani, Johnson Mangesho, Paul Ts Limbu

Tanzania Journal of Engineering and Technology (TJET)

This study assessed the crop water requirements (CWR) and irrigation demands of maize and rice in Mvomero District, Morogoro Region in Tanzania, under varying seasonal rainfall and soil conditions. Using the CROPWAT 8.0 model, agrometeorological parameters such as temperature, rainfall, evapotranspiration, and effective rainfall were integrated with crop-specific characteristics and soil properties to simulate irrigation demands and quantify water needs across different crop phenological stages. The analysis employed decadal climatic data and crop coefficients (K_c) to simulate both the net and gross irrigation requirements. The findings revealed that maize, cultivated predominantly on red loamy soils, had a seasonal …

Impacts Of Climate Variability On Hydrological Response And Water Resources: Case Of Little Ruaha Catchment -Tanzania Using Ground And Chirps Data, Florence H. Mahay, Patrick C. Valimba, Madaka H. Tumbo, Fides J. Izdori, Leonard Maketa

Tanzania Journal of Engineering and Technology (TJET)

The Little Ruaha River catchment in Tanzania is increasingly affected by climate variability, with implications for agriculture, hydropower, and water supply. This study evaluates the effects of climate variability on rainfall and streamflow and assesses the usefulness of satellite-based rainfall data for hydrological modeling. Thirty-year records (1991–2020) of rain gauge and river flow data were analyzed using the Mann–Kendall test, and the HBV rainfall–runoff model was run with both gauge and CHIRPS satellite rainfall inputs. Annual rainfall exhibited no significant trends at most stations (p > 0.05), except for a notable decline at one eastern site. Seasonal rainfall and streamflow showed …

Numerical Simulation Of Corner Reinforced Concrete Column-Beam Joint With Differential Concrete Grades And Steel Fibres Under Monotonic Loading, Daudi S. Augustino, Emmanuel Safari Leo

Tanzania Journal of Engineering and Technology (TJET)

Structural elements are composed of joints that are essential for force transfer. In particular, for concrete structures, the column-beam joint is an integral section that requires insight due to the traditional use of different concrete grades, forming a strong-column-weak-beam (SCWB) system. A numerical model of the joint was developed in Abaqus to explore the axial load performance and damage tolerance of corner column-beam joints with different concrete grades under monotonic static loading. A concrete-damaged plasticity model (CDPM) was used to model the damage behaviour of concrete, utilising the available strain-stress models in literature and EuroCode 2. Results show that concrete …

Cost Of Safety: Evidence From Building Construction Projects In Tanzania, Juma M. Matindana, Kamugisha J. Kajumulo, Fatma K. Mohamed

Tanzania Journal of Engineering and Technology (TJET)

Cost of safety is a condition where a project determines the magnitude to which its resources are used for activities that prevent poor safety outcomes, that appraise the safety quality of the project services, and that result from safety failures. Reducing the cost of safety remains a major challenge in Tanzania's construction industry and reflects trends in many developing countries. A positive safety environment in which projects reduce costs associated with safety performance is critical to project success. This study investigates the cost of safety of building construction projects in Tanzania. The questionnaire was distributed to 255 contractor companies managing …

In-Depth Review Of Animal Anatomy In Veterinary Medicine, Fatima Ayad Hasan, Sarah Kamal Naser

Al-Bahir

This review explores the significance of animal anatomy across different fields, emphasizing both microscopic and macroscopic structures. The text covers teaching methods in veterinary medicine, with a focus on diagnostics and surgery. It also delves into various anatomical and moral issues, alongside contemporary teaching approaches. The importance of anatomy in both biological and clinical contexts continues to be central in advancing veterinary education, even with the presence of various digital tools and cutting-edge imaging technologies.

Health Implications Of Heavy Metal Contamination In Commercially Available Deodorant And Antiperspirant Products Sold In Benghazi, Libya, Maysson Yaghi, Khaled Elsherif

Al-Bahir

The extensive usage of deodorants and antiperspirants raises concerns about the potential health risks posed by heavy metal content. This study quantified the levels of five heavy metals: Aluminum, Zirconium, Lead, Cadmium, and Chromium in 22 commercial products widely used in Benghazi, Libya, and assessed the associated health risks. Samples, categorized into gel, stick, and roll-on formulations, were analyzed using iCAP TQ ICP-MS. Al and Zr showed the widest concentration ranges, reflecting their intentional use as active ingredients. Al levels ranged from trace amounts (0.032 mg/kg) up to a maximum of 99.10 mg/kg, while Zr was found exclusively in gel …

Takotsubo Cardiomyopathy In A 55-Year-Old Female With Atypical Chest Pain And A History Of Autoimmune Disease, Carrie Greene, Dana Mathew

Florida Journal of Emergency Medicine (FJEM)

A 55-year-old woman with rheumatoid arthritis and supraventricular tachycardia presented with acute chest pain radiating to the back/left shoulder, with nausea and lightheadedness. Initial ECG showed inferior–lateral ST-segment elevation with reciprocal depressions; within 90 minutes the STE resolved with new incomplete RBBB and diffuse low voltage. High-sensitivity troponin rose (delta ~270 ng/L). Point-of-care and formal echocardiography revealed LV wall-motion abnormalities. Emergent catheterization showed no obstructive CAD (<30% distal OM) with apical ballooning and EF 40–45%, consistent with Takotsubo cardiomyopathy; cardiac MRI confirmed myocardial edema. She was managed with anticoagulation initially, telemetry, and supportive care, and recovered uneventfully with normalization of function on follow-up.

ED Takeaways

• TTC can mimic STEMI with transient STE and conduction changes.

• Troponin rise + non-obstructive coronaries should prompt consideration of TTC.

• Consider TTC in post-menopausal women and those with autoimmune disease; use …

  ---

  Go to article

Meningococcemia In Boy With Dense Deposit Disease Receiving C5 Complement Inhibitor Ravulizumab, Andrew Gonedes, Alexandra Martinez, Allan M. Greissman, Hanan Atia, Eric Boccio

Florida Journal of Emergency Medicine (FJEM)

No abstract provided.

Complete Atrioventricular Block In A Heart Transplant Recipient, Jalyn Joseph, Morgan Reel, Eric Boccio

Florida Journal of Emergency Medicine (FJEM)

Complete atrioventricular (AV) block, though uncommon in heart transplant recipients, is a potentially life-threatening condition that demands rapid diagnosis and management in the acute care setting. During complete AV block, there is a failure of electrical conduction from the atria to the ventricles resulting in the independent and dyssynchronous contraction of the heart chambers. Due to the resultant decrease in cardiac output, patients may experience lightheadedness, fatigue, shortness of breath, syncope and near syncope, and, in severe cases, cardiogenic shock may develop. A 58-year-old female with past medical history including hypertension, diabetes, chronic kidney disease, and congestive heart failure and …

Distinguishing Acute Cardiac Events From Chronic Troponin Elevation: Integrating High-Sensitivity Troponin Trends With Objective Ischemic Evidence Under The 4th Udmi Across Diverse Renal Function Profiles, Aidan Fernandez, Amanda Green, Silvija Milanovic, Eric Han, Asia Elbooz, Michael Petrauskis, Justin Nippert, Michael Marchick, Nicholas Maldonado, Mohammed Ruzieh, Elizabeth Warren, Matthew Shaw, Lars Beattie, Brandon Allen

Florida Journal of Emergency Medicine (FJEM)

The Fourth (4th) Universal Definition of Myocardial Infarction (UDMI) provides a standardized framework to enhance diagnostic accuracy and clinical decision-making. However, challenges can arise due to the use of subjective clinical assessment in diagnostic criteria or in the presence of impaired renal clearance. This study modifies the 4th UDMI by requiring objective ischemic evidence to improve consistency in myocardial infarction (MI) classification and applies it across diverse patient populations.

In this retrospective study, patients who presented to the emergency department (ED) with 99th percentile high sensitivity cardiac troponin (hs-cTn) values were classified using the modified 4th UDMI into the categories …

Unexpected Companions: Appendicitis And Bilateral Testicular Torsion, Jc Alvarenga, Melissa Kirk, Michelle Osorio-Rodriguez

Florida Journal of Emergency Medicine (FJEM)

Abdominal pain is a frequent chief complaint in the emergency department (ED), responsible for 5% of all visits yearly. Despite emergency room work ups, 25% of these cases go undiagnosed. In the pediatric population, abdominal pain can be even harder to differentiate with causes ranging from low acuity constipation to emergent surgical emergencies like torsion or appendicitis. During these visits, the likelihood of two emergent surgical diagnoses occurring concurrently is a rare and often overlooked occurrence.

This case describes a 15-year-old male with a chief complaint of nausea and vomiting starting several hours prior to arrival. In the ED, history, …

Caring More For Our First-Year, First-Generation And Low-Income Students: Perceptions Of Barriers And Transitional Success, Joshua Burns

Journal of Access, Retention, and Inclusion in Higher Education

First-generation and low-income (FGLI) students often encounter challenges during their transition into higher education, including limited access to institutional knowledge, social networks, and financial resources. While many colleges and universities offer targeted programs to support FGLI populations, not all eligible students enroll in or engage with these initiatives. This qualitative phenomenological study explores the lived experiences of first-year, nonprogrammatic FGLI students who are not actively participating in formal support programs to better understand how they navigate the transition to college. Through in-depth interviews, the study investigated the types of support these students seek independently, the institutional and social barriers they …

Building Resilience One Connection At A Time: A Guide To Developing Retention Programming On College Campuses, Stephanie Sibley, Rachel Daltry

Journal of Access, Retention, and Inclusion in Higher Education

Despite college students having the potential to be more socially connected than ever before thanks to technology and social media, many students still struggle with isolation, loneliness, and a lack of belongingness and community. These feelings and experiences not only increase the risk for suicidal behavior and diminish resilience, but they can also negatively impact student retention. Outreach programming that targets social connectedness will be described. Specific guidelines developed from first-hand experiences with implementing such programming will be highlighted, and readers will be encouraged to consider how similar programming could be implemented by various offices or personnel at their own …

Bridging The Gap: Exploring The Impact Of Graduate Preparation Programs On Undergraduate Stem Students, Faika Tahir Jan, Thomas Nelson, Travis Chan, Tremayne O. Waller, Cynthia Hampton, Sherif Abdelhamid

Journal of Access, Retention, and Inclusion in Higher Education

This study explores the impact of the "A Step to the Doctorate" (S2D) program on the academic trajectories of undergraduate STEM students, focusing on how it fosters academic success and prepares participants for graduate education. Drawing on data from pre and post surveys and semi structured interviews of 60 participants, the research addresses two primary questions: (1) Which program components do participants find most impactful? Moreover, (2) How has the program influenced their academic aspirations and preparedness for graduate school? The findings highlight that mentorship, peer networking, and targeted workshops are key in boosting academic self-efficacy and enhancing participants’ confidence …

The Success Equation: Scaling The Pivot Framework For Stem & Healthcare Student Success, Ryan Clark, Jarrod Lockhart

Journal of Access, Retention, and Inclusion in Higher Education

Student success in STEM and healthcare increasingly depends on intentional design of equitable, scalable pathways that integrate structured programming, immersive experiential learning, and modern workforce-aligned upskilling. This manuscript introduces the PIVOT Framework— Pathways, Innovation, Vision, Opportunity, and Transformation—as a comprehensive, evidencedriven model for reimagining student success strategies in STEM and healthcare education. The framework emphasizes early engagement, longitudinal support, and competency-based preparation, ensuring students develop the skills and professional identities necessary for success. Drawing from a range of high-impact practices—including paid internships, research-based learning experiences, mentoring structures, digital skills integration, and stackable credentialing—the manuscript demonstrates how coordinated institutional strategies improve …

The Power Of Intentional Programming: Amplifying Student Voices As A Catalyst For Student Engagement At Hbcus, Jason D. Etheridge

Journal of Access, Retention, and Inclusion in Higher Education

Student engagement is a critical factor in retention and success, particularly at Historically Black Colleges and Universities (HBCUs). This study explores the development and implementation of intentional programming designed to foster inclusion, leadership, and academic success at an HBCU in the southeastern United States. Using a student-centered approach, initiatives such as leadership conferences, study halls, and identity-affirming programs were developed to address gaps in student engagement. Through qualitative data collection and student feedback analysis, findings suggest that integrating student voices into programming enhances institutional responsiveness, strengthens campus culture, and improves retention. This study highlights best practices, challenges, and implications for …

Mentoring Through A Cultural Lens: Faculty Mentorship Experience In The Bunche Fellows Undergraduate Research Program, Audrey Devost, Passion Lord, Kiana Billot-Vasquez, Zeyna Faucette, Ketema Paul, Walter Allen

Journal of Access, Retention, and Inclusion in Higher Education

This manuscript explores the significance of faculty mentorship in underrepresented student success within a culturally engaged on-campus research program. Drawing on data derived from the Pathways Through Research case study, a mixed-methods empirical study of the Bunche Fellows Program at the University of California, Los Angeles, this paper centers student voices to better understand the manifestations of cultural engagement among faculty mentoring experiences, and how these cultural experiences shape student development among the program’s alumni. Guided by Critical Race epistemology and the Culturally Engaging Campus Environments (CECE) Model, this research highlights the effectiveness of mentoring relationships within a structured on-campus …

Rethinking Academic Integrity: Deconstructing Academic Norms In A Technologically And Culturally Shifting Lanscape, Ilknur Sancak-Marusa

Journal of Access, Retention, and Inclusion in Higher Education

The rise of generative AI use in higher education calls for a critical reexamination of academic integrity, revealing its culturally-constructed and context-dependent nature. While institutions scramble to create generative AI policies, many rely on Western-centric definitions of integrity that overlook the diverse cultural and linguistic students’ backgrounds. Traditional frameworks often misunderstand behaviors like patchwork writing or collaborative learning, viewing them as misconduct rather than culturally influenced practices. This paper argues that academic integrity standards differ across cultures and institutions rather than follow universal principles. As generative AI further complicates ideas of authorship and originality, institutions must move beyond punitive responses …

Foreword, Orikideh Mohajeri

Journal of Access, Retention, and Inclusion in Higher Education

No abstract provided.

Editor's Note, John B. Craig

Journal of Access, Retention, and Inclusion in Higher Education

No abstract provided.

Acquired Methemoglobinemia Secondary To Oral Ingestion Of Alkyl Nitrite, Larissa L. Tavares, David Neff, Christopher Didonato, Atul Sofat, Eric Boccio

Florida Journal of Emergency Medicine (FJEM)

Methemoglobinemia is a potentially life-threatening condition in which the ferric state of hemoglobin impairs oxygen transport, leading to refractory hypoxia. While most cases are acquired through exposure to oxidizing agents, this report details a rare case of acquired methemoglobinemia complicated by severe hypotension and pulmonary edema secondary to the oral ingestion of alkyl nitrite, colloquially known as a “popper.”

A 54-year-old male presented to the emergency department after orally ingesting an alkyl nitrite product, believing it would be more effective than inhalation. Shortly after, he developed dizziness, dyspnea, and dusky skin, and was found to be hypotensive and hypoxic. Initial …

Disaster Exercise: Evaluating Mci Triage Training, Michael J. Steflovich Jr, Jodie Stobierski, Alexis Davis, Natasha Pavlinetz, Nela Isic, Nicole Roberson, Earl Best Md

Florida Journal of Emergency Medicine (FJEM)

Abstract

Study Objectives

The primary objective of this study was to evaluate the effectiveness of a didactic lecture-based training on mass casualty incident (MCI) triage performance among first- and second-year medical students. Specifically, the study aimed to measure improvements in overall triage accuracy, as well as reductions in over-triage and under-triage rates for both adult and pediatric patients.

Methods

This study employed a pre-test/post-test design involving 31 participants. Participants completed an electronic pre-test consisting of 30 patient scenarios (20 adult and 10 pediatric) before attending a 40-minute didactic lecture on MCI triage principles. The lecture covered the identification of MCI …

Point Of Care Ultrasound For Rapid Identification Of Central Retinal Artery Occlusion And Subsequent Vision Rescue Utilizing Intravenous Alteplase, Joseph Pepe, Karl Kasischke, Calen Hart

Florida Journal of Emergency Medicine (FJEM)

Central retinal artery occlusion (CRAO) is a rare but critical diagnosis to make in patients with acute vision loss. Cases of central retinal artery occlusion historically have a poor prognosis due to delayed presentation, lack of early identification, and limited effective treatment options. Due to these challenges, patients are often left with permanent loss of vision.

We present a case of a male patient in his late 70s with sudden onset of loss of vision to the right eye. Identification of CRAO was made utilizing point of care ultrasound (POCUS). After discussion with neurology, the patient was treated with alteplase …

Development Of An Artificial Intelligence Web Based System For Classification Of Tomatoes Disease, Joshua Sokowonci Mommoh, Etinosa Noma-Osaghe, Vera Nimo Timai, Odike Arnold Uchechi, Solomon Obhenbhen Ibharunujele, Blessing Godday

Mansoura Engineering Journal

The development of this platform addresses the challenges associated with traditional tomato disease detection methods as well as the challenges of current machine learning and deep learning models in accurately detecting tomato diseases. Conventional methods of tomato disease diagnosis typically rely on expert evaluation but are time-consuming and susceptible to human mistakes. Incorrect diagnoses of certain diseases could lead to poor control measures, resulting in decreased agricultural productivity. In this research, the PlantVillage dataset, comprising 18,160 tomato leaf images distributed across 10 classes, was used to train two machine learning models, namely, Inception-ResNetV2 and Inception V3. The models were configured, …

Metamaterial-Based Microstrip Antenna For Safe Detection Of Tiny Breast Tumors, Shrouk E. El-Sawy, Mohamed G. Abdelfattah, Nihal F.F. Areed, Ahmed Shaban Samra

Mansoura Engineering Journal

This study describes the construction of a compact microstrip patch antenna (MPA) with a triangular-shaped metamaterial layer for the safe detection of tiny breast tumors at 2.4 GHz. The metamaterial considerably improves the antenna's gain and directivity when compared to typical designs that do not include it, resulting in improved detection performance. The radiating patch of proposed antenna measures 29.3 × 38 × 1.6 mm and has been tested through simulations and experimental tests, exhibiting successful tumor identification in a realistic breast phantom. The results of both calculations and testing demonstrate a sensitivity of 6.643 dB/mm, allowing for precise detection …

Experimental Investigation On Thermal And Exergetic Performance Improvement Of A Half-Cylindrical Solar Still Using Pcm And Reflectors, Ahmed Saad Soliman, Ping Cheng, Ahmed A. Sultan, Osama Abdelrehim, Asmaa Khater, Mohamed A. Sultan

Mansoura Engineering Journal

This study explores the potential of enhancing solar still performance by integrating a corrugated absorber with phase change material (PCM) and a reflector. The study aims to improve water yield, extend operation beyond sunset, and boost thermal and exergy efficiencies compared to a conventional flat absorber. Experiments were carried out on flat, corrugated, and corrugated-with-PCM absorbers, both with and without reflectors, to evaluate the effect of each modification. The results show that using a reflector with a flat absorber improved daily productivity by 22%. A corrugated absorber increased accumulated productivity by 38%, and when combined with a reflector, the improvement …