INSULATIVE (DIRECT CURRENT) DIELECTROPHORETIC FOUL-LESS FILTRATION IN MICROFUIDIC SYSTEMS

Filtration is a technology that is used almost ubiquitously in society from uses raging from filtration of macroparticles from water to pharmaceutical grade filtration products to remove anything larger than a protein. However, with such a wide range of uses, most filtration products have the same issue; membrane clogging (fouling) that prevents continuous use and requires frequent maintenance. This thesis hypothesizes that by applying a direct current (DC) to an insulating array of posts, they will create a foul-less insulative dielectrophoretic filter (iDEP) that does not clog since particles will levitate above the insulating array. This thesis tested an inherited device (legacy device) and found that its design did not perform the desired foul-less filtration operation under the tested conditions. Therefore, using COMSOL simulations, the conditions of testing and improved deign were developed to fruition. These devices were fabricated and tested and found to successfully levitate yeast particles above the foul-less filtration array using a direct current insulative dielectrophoretic (iDEP) filter. Additionally, different post geometries were observed and how they affect the dielectric force on particles. Although a foul-less filter was not successfully developed over the course of this thesis, the groundwork for development of DC iDEP has been set

A Change in Competition: Assessing the NFA-LD Community and Its Views on Topical Counterplans

Intercollegiate academic debate allows students to participate in various contests and competitions to demonstrate expertise in argumentation and public speaking (Freeley & Steinberg 2009). The National Forensic Association\u27s Lincoln-Douglas (NFA-LD) debate is a two-person style of policy-based debate, and it borrows much of its argumentative structure from other team-based debate organizations (Freeley & Steinberg, 2009). Yet it also prohibits other theoretical arguments from being used through its codified rules. This project seeks to examine current NFA-LD community attitudes towards the prohibition of topical counterplans, a theoretical negative argument, in the event

Economic Vitality Index: Mapping Ohio\u27s 88 Counties

Along with the unimaginable death of hundreds of thousands, the COVID-19 pandemic has caused economic hardship for many more millions of Americans and hundreds of thousands of businesses, large and small. After experiencing the longest economic expansion in U.S. history, we are now faced with an unprecedented contraction in modern times as workers see their hours reduced – or jobs eliminated – and businesses scale down operations or close their doors altogether. As part of its effort to aid in responding to Ohio’s economic downturn resulting from the pandemic, the Center for Economic Development (Center) is tracking the overall economic vitality of counties in Ohio. A first step in commencing this research is to establish a baseline evaluation of performance prior to the pandemic’s start as a benchmark measurement to compare against post-pandemic. This brief illustrates 2019 baseline data and will be updated annually as economic stimuli, policy responses to the pandemic, and their economic impacts progress

Antimicrobial Stewardship Meets Transitions of Care: Defining Length of Therapy for Community-Acquired Pneumonia (CAP)

Introduction: Hospital-based antimicrobial stewardship efforts have traditionally focused on inpatient settings. Antibiotic prescribing at discharge is often an overlooked area of focus for antimicrobial stewardship programs. Discharge prescribing optimization is necessary to combat antibiotic overuse. Methods: This was an observational, retrospective cohort study at a four–adult community hospital system. Four hundred adult patients admitted with community-acquired pneumonia and discharged with antibiotics were included. The primary outcome was overall (inpatient and discharge) antibiotic length of therapy. The secondary outcome was percentage of patients discharged on a fluoroquinolone who had not received one in the hospital. Descriptive statistics were utilized. Results: The median total antibiotic length of therapy was 9.5 days (IQR 8, 11). The median inpatient and discharge antibiotic lengths of therapy were 4 days (IQR 3, 5) and 5 days (IQR 5, 7), respectively. Of the 108 patients prescribed a fluoroquinolone at discharge, 43% (46/108) had not previously received a fluoroquinolone while hospitalized. Conclusion: Both length of therapy and fluoroquinolone stewardship at discharge may represent possible antimicrobial stewardship targets in community-acquired pneumonia patients

Radiomic and deep learning characterization of breast parenchyma on full field digital mammograms and specimen radiographs: A pilot study of a potential cancer field effect

Purpose: In women with biopsy-proven breast cancer, histologically normal areas of the parenchyma have shown molecular similarity to the tumor, supporting a potential cancer field effect. The purpose of this work was to investigate relationships of human-engineered radiomic and deep learning features between regions across the breast in mammographic parenchymal patterns and specimen radiographs. Approach: This study included mammograms from 74 patients with at least 1 identified malignant tumor, of whom 32 also possessed intraoperative radiographs of mastectomy specimens. Mammograms were acquired with a Hologic system and specimen radiographs were acquired with a Fujifilm imaging system. All images were retrospectively collected under an Institutional Review Board-approved protocol. Regions of interest (ROI) of 128 × 128 pixels were selected from three regions: within the identified tumor, near to the tumor, and far from the tumor. Radiographic texture analysis was used to extract 45 radiomic features and transfer learning was used to extract 20 deep learning features in each region. Kendall’s Tau-b and Pearson correlation tests were performed to assess relationships between features in each region. Results: Statistically significant correlations in select subgroups of features with tumor, near to the tumor, and far from the tumor ROI regions were identified in both mammograms and specimen radiographs. Intensity-based features were found to show significant correlations with ROI regions across both modalities. Conclusions: Results support our hypothesis of a potential cancer field effect, accessible radiographically, across tumor and non-tumor regions, thus indicating the potential for computerized analysis of mammographic parenchymal patterns to predict breast cancer risk.</p

A lake-centric geospatial database to guide research and inform management decisions in an Arctic watershed in northern Alaska experiencing climate and land-use changes

Lakes are dominant and diverse landscape features in the Arctic, but conventional land cover classification schemes typically map them as a single uniform class. Here, we present a detailed lake-centric geospatial database for an Arctic watershed in northern Alaska. We developed a GIS dataset consisting of 4362 lakes that provides information on lake morphometry, hydrologic connectivity, surface area dynamics, surrounding terrestrial ecotypes, and other important conditions describing Arctic lakes. Analyzing the geospatial database relative to fish and bird survey data shows relations to lake depth and hydrologic connectivity, which are being used to guide research and aid in the management of aquatic resources in the National Petroleum Reserve in Alaska. Further development of similar geospatial databases is needed to better understand and plan for the impacts of ongoing climate and land-use changes occurring across lake-rich landscapes in the Arctic