Digital Commons Network^™

A Full Educational Resource Review Of Grey Literature Resources For Vancomycin Dosing Tutorials, Emma S. Kuska, Jen Mlyniec, Kathleen L. Wantuch, Logan Brock, Kathryn E. Desear, Timothy P. Gauthier, Elizabeth B. Hirsch, Wesley D. Kufel, Taylor Morrisette, Matthew Pearsall, Bryan P. White, Joseph J. Carreno

Pharmacy Faculty Scholarship

Background: Optimized vancomycin dosing is associated with improved clinical outcomes, especially decreased acute kidney injury. Free, online, grey literature training materials are available for vancomycin dosing; however, their utility is unclear. Objectives: This study evaluates the utility of these tools for just-in-time (e.g. refresher courses) training for general clinicians dosing vancomycin. Methods: A structured grey literature review of websites was performed, and the Online Course Quality Review (OSCQR) rubric was modified for this study. Eligible resources included free, web-based tutorials aimed at general clinicians. The materials were evaluated using the rubric. Data were summarized as counts and proportions. Results: A …

January 16, 2026 Ereporter, University Of Alabama At Birmingham

eReporter (campus newsletter)

No abstract provided.

Cover And Contents

Turkish Journal of Electrical Engineering and Computer Sciences

No abstract provided.

Noninvasive Condition Monitoring For Eccentricity Fault Detection In Large Hydro Generators, Atena Tazikeh Lemeski, Di̇dem Tekgün, Ozan Keysan, Kemal Leblebi̇ci̇oğlu, Murat Göl

Turkish Journal of Electrical Engineering and Computer Sciences

Eccentricity faults in electric machines remain a critical concern, as they generate uneven magnetic forces that increase vibration and noise, ultimately raising the risk of premature motor failure. This study proposes a method for the early detection of dynamic eccentricity (DE) faults in hydropower plants through an advanced optimization-based parameter identification technique integrated with finite element analysis (FEA). Finite element modeling (FEM) is first used to analyze an existing salient-pole synchronous generator (SPSG) from a hydroelectric power plant in Türkiye. The effects of DE faults on the SPSG’s magnetic equivalent circuit parameters are then examined under various fault severities. A …

A Deep Learning Model For Accurate Tomato Leaf Disease Identification, Maheen Shahzad, Muhammad Abdullah Javed, Erum Ashraf, Hafiz Ishfaq Ahmad, Sabeen Masood

Turkish Journal of Electrical Engineering and Computer Sciences

Recent advances in machine learning and deep learning have greatly improved how we detect plant diseases, making diagnoses more accurate, faster, and easier to scale. However, many existing solutions depend on large, pretrained models that need powerful hardware, which limits their use in the field, especially in areas with limited resources. To tackle this, we designed a custom lightweight convolutional neural network (CNN) built from scratch using 20,000 carefully selected images from the PlantVillage tomato dataset. Our model uses Squeeze-and-Excitation (SE) blocks and Swish activation functions to boost performance, reaching an accuracy of 97.7% while using far fewer computing resources …

Influence Of Sinr And Noise Variance On Outage Probability For Mimo-Noma System In 5g And Beyond, Sadiq Ur Rehman, Jawwad Ahmed, Muhammad Zubair, Syed Sajjad Hussain Rizvi

Turkish Journal of Electrical Engineering and Computer Sciences

Nonorthogonal multiple access (NOMA) communication presents a promising solution to the limitations of traditional orthogonal multiple access techniques, offering potential improvements in achievable rates. Multiple-input multiple-output (MIMO), when combined with NOMA (MIMO-NOMA), further enhances these benefits by leveraging the diversity advantages of multiple antennas. Looking ahead, the future of wireless communication hinges on deploying heterogeneous networks (HetNets), facilitating the coexistence of various wireless access networks in a hierarchical fashion. However, the advent of 5G and 6G communications brings shorter channel coherence times, rendering channel reciprocity unreliable. Consequently, conventional channel estimation methods relying on uplink (UL) pilots for downlink (DL) transmission …

A Novel Approach To Maximum Weighted Traffic Flow Method For Effective Signal Control, Zülal Hi̇lal Yildiz Budak, Seyi̇t Alperen Çeltek, Aki̇f Durdu

Turkish Journal of Electrical Engineering and Computer Sciences

Traffic signal management is a critical challenge due to its environmental, economic, and public health impacts. The maximum weighted flow method (MaxWeightedFlow) was developed to optimize traffic flow at isolated and coordinated urban intersections. This study proposes a new method, the novel MaxWeightedFlow, which includes two key strategies to enhance the classical approach. The first strategy reduces computational burden by estimating vehicle approach times based on instantaneous speeds, improving real-time performance. The second employs regression analysis to optimize the alpha parameter, representing the vehicle waiting coefficient. The proposed approach, the novel MaxWeightedFlow, was evaluated using real-world traffic data from Kilis, …

Improving Rail System Signaling Efficiency Through Ai-Based Driving Profile Generation: A Comparative Performance Analysis, Mehmet Taci̇ddi̇n Akçay, Abdurrahi̇m Akgündoğdu

Turkish Journal of Electrical Engineering and Computer Sciences

In this study, a dataset comprising 3600 discrete operational snapshots (rather than continuous time-series data) derived from real-field operations is used to obtain a high-accuracy driving profile equation using a second-degree Polynomial Regression method. This equation demonstrates the model’s interpretability. The performance metrics obtained with the second-degree polynomial regression model’s equation are as follows: a coefficient of determination (R2) of 0.84, a Pearson Correlation Coefficient of 0.91, and an RMSE of 11.13. These results indicate the effectiveness of artificial intelligence-based approaches in improving the efficiency of the railway signaling system. The same dataset is also utilized with other machine learning …

Law Schools Should Teach How To Integrate Ai Tools Into Practice, Robert A. Mackenzie, David J. Reiss

Cornell Law Faculty Publications

Now that artificial intelligence tools for lawyers are widely available, we decided to integrate them for a semester in our Entrepreneurship Clinic. We have some important takeaways for legal education in general and the transactional practice of law in particular.

First, employers and educators need to account for law students who already are using AI tools in their legal work and guide new lawyers about how to use such tools appropriately.

Second, different AI products lead to wildly different results. Just demonstrating this to law students is very valuable, as it dispels the notion that AI responses can replace their …

Student Disruptions And Teacher Turnover, Kyuhan Choi, Ying Shi, Maria Zhu

Center for Policy Research

This paper examines how exposure to disruptive students affects teacher retention using linked teacher–student administrative records from North Carolina. To address non-random classroom assignment, we instrument for classroom exposure using the school-by-grade share of disruptive students based on prior-year disciplinary infractions. A 10 percentage point increase in the share of disruptive students raises the probability of an early-career teacher leaving the school in the following year by 1.0 percentage points. Notably, working in a school environment with supportive leadership and greater teacher autonomy, particularly around student conduct policies, mitigates the impact of student disruptions.

Presidential Search Committee Minutes, Clemson University Board Of Trustees, 2026 January 16, Clemson University Board Of Trustees

Minutes

No abstract provided.

Where Americans Get And Trust Political Information: Traditional Media Leads, Social Media Grows, Ai Emerges, Hwayong Shin

Weidenbaum Center Survey (WCS) Reports

Where do Americans turn for political information—and which sources do they actually trust? As traditional news organizations struggle with declining public trust (Brenan 2025; Ladd 2012), social media platforms (e.g., Facebook, Instagram, X) and artificial intelligence (AI) tools (e.g., ChatGPT, Gemini, Copilot) are increasingly stepping into the information space (Bode 2016; Podimata & Cen 2025). Yet little is known about how these sources compare in citizens’ minds. This question matters because a well-functioning democracy depends not just on the availability of information, but on which sources individuals use and trust to support informed political judgments (Lupia & McCubbins 2019; Soroka …

Optimal Murine Cd4+ T Cell Priming By Mrna-Lipid Nanoparticle Vaccines Requires Endogenous Antigen Processing, Julia E. Rood, Suh Kyung Yoon, Mary K. Heard, Stephen D. Carro, Emma J. Hedgepeth, Mary E. O'Mara, Michael J. Hogan, Nhu Le, Hiromi Muramatsu, Kieu Lam, Petra Schreiner, Coral Kasden, Hansell H. Stedman, Ryan A. Langlois, James Heyes, Norbert Pardi, Laurence C. Eisenlohr

College of Life Sciences Faculty Papers

Lipid nanoparticle (LNP)-encapsulated nucleoside-modified mRNA vaccines elicit robust CD4+ T cell responses, yet the mechanisms underlying this T cell priming remain unknown. Antigens presented to CD4+ T cells on major histocompatibility complex class II (MHC II) are traditionally acquired by antigen presenting cells (APCs) from extracellular sources. Here we show that vaccine specific CD4+ T cell responses instead rely on antigen directly expressed within APCs, without extracellular transit. Murine APCs treated with mRNA-LNP vaccines activate T cells more efficiently when presenting antigen produced internally, rather than acquired externally. Immunization with mRNA-LNP vaccines engineered to inhibit antigen expression in APCs results …

Minutes (1-16-2026), California State University, San Bernardino - Associated Students, Incorporated

Associated Students, Incorporated records

No abstract provided.

Do Upside-Down Jellyfish Influence Marine Macrofauna Assemblages?, Juleika Y. Vega Pérez, Natalia B. Lopez-Figueroa, Sebastian Digeronimo, Michael J. Schram, Milton Muñoz Hincapie, Elizabeth Stoner, Pamela Hallock

Making Waves REU

• Estuaries are essential ecosystems for many organisms as they serve as spawning areas and nurseries
• Macrofauna are crucial members of estuarine ecosystems
• Many estuary macrofauna are considered of commercial importance
• Jellyfish blooms can alter nutrient cycling and modify habitat
• Little is known about how other macrofauna respond to Cassiopea blooms
• This study documents composition and diversity of macrofauna associated with Cassiopea blooms in Jobos Bay, Puerto Rico

Distribution System Reliability Evaluation Considering Protection Coordination Using Petri Nets, Rani Kumari, Bhukya Krishna Naick

Turkish Journal of Electrical Engineering and Computer Sciences

Maintaining reliable and high-quality power delivery becomes increasingly complex with expanding power grids. The lack of protection coordination poses a significant threat, compromising overall system reliability. This research addresses this challenge by proposing a method for coordinating protective devices within the distribution system, specifically during network faults. The proposed approach utilizes a stochastic timed Petri net (STPN) based methodology to model protective device coordination across various fault scenarios. This technique effectively captures the dynamic behavior and interactions of protective equipment, allowing for the anticipation of potential disturbances. This proactive insight facilitates preventative measures to address prewarning situations, thereby preventing cascading …

Exploring The Experience Of Co-Designing Mental Health Services In The National Health Service As An Expert By Experience, Annabelle Mccall, Peta Temple, River Rose, Pete Keohane, Lealah Hewitt-Johns

School of Psychology

PurposeThe number of Experts by Experience (EbE) working in mental health services has grown in recent years. The National Health Service (NHS) five-year plan states EbE should be used across different levels, including service delivery, design and commissioning. While current research explores the role of EbE in service delivery, little is known about their experiences of co-designing services. This study aims to explore EbE experiences of co-designing NHS mental health services.Design/methodology/approachThis research used qualitative semi-structured interviews with ten participants who had worked on projects focused on co-designing NHS mental health services as an EbE. Data were analysed using reflexive thematic …

Butte Priority Soils Operable Unit (Bpsou) Data Summary Report (Dsr) Statement Of Authenticity Updates, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

4-H Presents Multimedia Pilot 2026, Alison Coleman

UNH Cooperative Extension

No abstract provided.

2026-01-16 Minutes Of The Executive Committee Of The Academic Senate Senate, University Of Dayton. Academic Senate. Executive Committee

ECAS Minutes

Approved minutes of a meeting of the Executive Committee of the Academic Senate of the University of Dayton.

Leadless Versus Transvenous Dual-Chamber Pacemakers: Real-World Evidence From Aveir Dr Coverage With Evidence Development Study., Monica Lo, Anish K Amin, Marcin Kowalski, Anne Kroman, Dilip Mathew, Valay Parikh, Stanislav Weiner, Jennifer M Joseph, Leonard Ganz, Mohammed Mortada

Heart and Vascular Articles

BACKGROUND: AVEIR DR, an industry-first dual-chamber leadless pacemaker (LP), provides continuous atrioventricular synchrony through implant-to-implant (i2i) communication between atrial and ventricular LP devices. It is important to evaluate the early real-world comparative safety of AVEIR DR LP.

OBJECTIVE: To compare complications and mortality between AVEIR DR LP and dual-chamber transvenous pacemakers (TP).

METHODS: De novo LP and TP patients were identified in Medicare Fee-for-Service claims (October 2023 and December 2024). Outcomes were 30-day and 6-month complications, reinterventions, heart failure hospitalizations, and all-cause mortality. Comparisons were adjusted for demographics, comorbidities, and hospital encounter characteristics.

RESULTS: Compared to TP (N = 77 …

The George-Anne Inkwell Edition, Georgia Southern University

The Inkwell

No abstract provided.

Glutamatergic Projection Neurons In The Basal Forebrain Underlie Learned Olfactory Associational Valence Assignments, Pey-Shyuan Chin, Zhuokun Ding, Mikhail Kochukov, Snigdha Srivastava, Elizabeth H Moss, Qingchun Tong, Benjamin R Arenkiel

Faculty, Staff and Student Publications

Sensory perception is shaped by experience, giving stimuli behavioral significance. Basal forebrain (BF) cholinergic neurons in mice, which are crucial for arousal and motivation, also regulate sensory processing. Within BF nuclei, glutamatergic (vGlut2BF) neurons receive cholinergic input and modulate behaviors, but their roles in encoding sensory significance remain unclear. Using in vivo calcium imaging, we found that vGlut2BF neurons initially poorly encoded odor identity. However, their response to conditioned odors increased following associative learning, and their population activity more distinctly encoded paired stimuli, reflecting emergent value representation. Furthermore, pairing stimulation or inhibition of vGlut2BF neurons with specific odors altered odor …

Integrative Spatial Multi-Omics Reveal Niche-Specific Inflammatory Signaling And Differentiation Hierarchies In Aml, Enes Dasdemir, Ivo Veletic, Christopher P Ly, Andres E Quesada, Christopher D Pacheco, Fatima Z Jelloul, Pamella Borges, Sreyashi Basu, Sonali Jindal, Zhiqiang Wang, Alexander Lazar, Khalida M Wani, Dinler A Antunes, Patrick K Reville, Preethi H Gunaratne, Robert J Tower, Padmanee Sharma, Hussein A Abbas

Faculty, Staff and Student Publications

Acute myeloid leukemia (AML) is a clonal disorder characterized by immature blasts and arrested differentiation that primarily affects the bone marrow (BM) and occasionally presents as extramedullary (EM) disease. EM manifestations highlight AML's adaptability to distinct microenvironments, which we examined using spatial analyses of medullary and EM tissues. We describe a workflow for Visium-based spatial transcriptomics in medullary and EM AML, revealing insights into cell-cell communication and the spatial organization of AML hierarchies. In BM, monocytes and granulocyte-monocyte progenitors colocalized with leukemic populations, sharing molecular signatures with those in EM sample. CXCL12-CXCR4-mediated communication correlated with PI3K/AKT/mTOR signaling in inflammatory niches.

Attitudes Toward Patients' Safety Among Healthcare Professionals In The United Arab Emirates: A Cross-Sectional Study, Moien Khan, Amiri Sohrab, Iffat Elbarazi, Mohammed Salaheldin Elsayed, Reem Al Falasi, Debasish Kar

Peninsula Medical School

This research aims to investigate healthcare professionals’ (HCPs) attitudes towards patient safety and to explore the role ofvarious work-related factors that could be the barriers to safety-events reporting to modify these attitudes. A cross-sectionalsurvey was conducted, involving 629 HCPs who are working across health care sectors in the United Arab Emirates. HCPs in theUnited Arab Emirates, comprising 71.5% women and 27.8% men, displayed a generally positive attitude towards patient safety(mean score = 3.91). Sub-comparisons indicated high scores for team functioning (4.58 ± 0.62) and low scores for professionalincompetence as an error cause (2.86 ± 0.50). Common barriers to reporting safety …

Rare Heterozygous De Novo Variants In Rapgef2 Are Associated With A Neurodevelopmental Disorder, Ali H Bereshneh, Kirkland A Wilson, Xueyang Pan, Shabab B Hannan, Megan A Cooper, Jullianne Diaz, Eyby Leon, Tiana M Moses, Mahshid S Azamian, Daryl A Scott, Ping Yee Billie Au, Juan Pablo Appendino, Ingrid E Scheffer, Antony Kaspi, Melanie Bahlo, Michael S Hildebrand, Angela T Morgan, Ekanem Ekure, Joshua M Shulman, Friedhelm Hildebrandt, Jennifer E Posey, Paul Kruszka, Eric Vilain, Shinya Yamamoto, Oguz Kanca, Seth Berger, Hugo J Bellen

Duncan NRI Faculty and Staff Publications

Purpose: RAPGEF2 encodes a guanine nucleotide exchange factor (GEF) that activates small GTPases and has not been linked to a Mendelian disorder. RAPGEF2 is highly intolerant to loss-of-function variants. We report 5 de novo heterozygous variants in RAPGEF2 in unrelated individuals with developmental delay, attention deficit hyperactivity disorder, epilepsy, dysmorphic features, or other manifestations. We used a Drosophila model to assess the functional impact of the identified human variants.

Methods: We generated a Kozak-GAL4 null allele of the Drosophila ortholog of RAPGEF2, PDZ-GEF, and used the allele to determine the gene expression pattern as well as the loss-of-function phenotypes. We …

Evaluating The Fate And Variability Of Soil Organic Carbon And Nitrogen Species Under Conservation Practices In The Raccoon River Watershed, Zhonglong Zhang, May Wu

Civil and Environmental Engineering Faculty Publications and Presentations

This study evaluates the fate and variability of soil organic carbon (SOC) stocks and nitrogen species using the latest version of the Soil and Water Assessment Tool– Carbon (SWAT-C) and assesses how conservation practices influence their dynamics in the Raccoon River Watershed (RRW). Dominated by intensive agricultural pro- duction, the RRW is a significant contributor of sediment and nutrient loads to local rivers and the Mississippi River. This SWAT-C model simulates the export of SOC and nitrogen species and evaluates their responses under varying management scenarios. Model calibration was performed for streamflow, sediment, nitrate, total nitrogen, and organic carbon with …

Fort Hays State University Tiger Weekly, January 16, 2026, University Relations

Tiger Weekly Newsletters

No abstract provided.

Effects Of Icosapent Ethyl On Risk And Duration Of Hospitalizations And Death In Reduce-It, Michael Szarek, Deepak L Bhatt, Michael Miller, Eliot A Brinton, Jean-Claude Tardif, Christie M Ballantyne, Steven B Ketchum, Mandeep R Mehra, Ph Gabriel Steg

Faculty, Staff and Students Publications

Aims: Among statin-treated participants with elevated triglycerides and known cardiovascular disease or with diabetes and other risk factors, icosapent ethyl reduced the risk of cardiovascular events in the REDUCE-IT study. In this post hoc analysis of REDUCE-IT, we quantified the effects of icosapent ethyl on total hospitalizations and days lost to hospitalization and death.

Methods: Randomization to treatment with 2 g twice daily of icosapent ethyl or matching placebo was performed among 8179 participants receiving statin therapy with established cardiovascular disease or age ≥50 years with diabetes and ≥1 additional risk factor, fasting triglyceride 1.69-5.63 mmol/L, and low-density lipoprotein cholesterol …

Open Access After Graduation, Wendy Walker, Megan Stark, Kate Zoellner, Karli Cotton

Navigating the Future Together: Student Success Symposium

Academic libraries have, for too long, built relationships with students around a single dimension: temporary access to paywalled scholarly materials. We believe this dimension is too narrow and short-term to honor the complexity of our students’ future goals and their lives beyond graduation.

Open Access (OA) scholarship helps us reimagine relationships with our students far longer than their institutional login credentials, and to empower them as lifelong information-literate individuals. Freely available to readers, OA research extends the benefits of scholarly knowledge beyond the academy and removes economic barriers to accessing information. OA invites us to engage the multiple, evolving, and …