Digital Commons Network^™

Deep Learning-Assisted Diagnostic System: Apices And Odontogenic Sinus Floor Level Analysis In Dental Panoramic Radiographs, Pei Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

Department of Information Systems & Computer Science Faculty Publications

Odontogenic sinusitis is a type of sinusitis caused by apical lesions of teeth near the maxillary sinus floor. Its clinical symptoms are highly like other types of sinusitis, often leading to misdiagnosis as general sinusitis by dentists in the early stages. This misdiagnosis delays treatment and may be accompanied by toothache. Therefore, using artificial intelligence to assist dentists in accurately diagnosing odontogenic sinusitis is crucial. This study introduces an innovative odontogenic sinusitis image processing technique, which is fused with common contrast limited adaptive histogram equalization, Min-Max normalization, and the RGB mapping method. Moreover, this study combined various deep learning models …

Precision Medicine Assessment Of The Radiographic Defect Angle Of The Intrabony Defect In Periodontal Lesions By Deep Learning Of Bitewing Radiographs, Patricia Angela R. Abu, Yi Cheng Mao, Yuan Jin Lin, Chien Kai Chao, Yi He Lin, Bo Siang Wang, Chiung An Chen, Shih Lun Chen, Tsung Yi Chen, Kuo Chen Li

Department of Information Systems & Computer Science Faculty Publications

In dental diagnosis, evaluating the severity of periodontal disease by analyzing the radiographic defect angle of the intrabony defect is essential for effective treatment planning. However, dentists often rely on clinical examinations and manual analysis, which can be time-consuming and labor-intensive. Due to the high recurrence rate of periodontal disease after treatment, accurately evaluating the radiographic defect angle of the intrabony defect is vital for implementing targeted interventions, which can improve treatment outcomes and reduce recurrence. This study aims to streamline clinical practices and enhance patient care in managing periodontal disease by determining its severity based on the analysis of …

A Novel Real-Time Threshold Algorithm For Closed-Loop Epilepsy Detection And Stimulation System, Liang Hung Wang, Zhen Nan Zhang, Chao Xin Xie, Hao Jiang, Tao Yang, Qi Peng Ran, Ming Hui Fan, I. Chun Kuo, Zne Jung Lee, Jian Bo Chen, Tsung Yi Chen, Shih Lun Chen, Patricia Angela R. Abu

Department of Information Systems & Computer Science Faculty Publications

Epilepsy, as a common brain disease, causes great pain and stress to patients around the world. At present, the main treatment methods are drug, surgical, and electrical stimulation therapies. Electrical stimulation has recently emerged as an alternative treatment for reducing symptomatic seizures. This study proposes a novel closed-loop epilepsy detection system and stimulation control chip. A time-domain detection algorithm based on amplitude, slope, line length, and signal energy characteristics is introduced. A new threshold calculation method is proposed; that is, the threshold is updated by means of the mean and standard deviation of four consecutive eigenvalues through parameter combination. Once …

Improving The Accuracy Of Neighborhood Median Pixel Method (Nmpm) In Classifying Landsat-8 Oli Images By Optimizing The Scoring System’S Point Values, Abraham T. Magpantay, Proceso L. Fernandez Jr

Department of Information Systems & Computer Science Faculty Publications

The Neighborhood Median Pixel Method has previously been introduced as an image processing technique in remote sensing, developed to classify Landsat-8 OLI satellite image pixels into categories of vegetation, water, and built-up areas. This method relies on a lookup table based on the median pixel values within a pixel’s neighborhood and a scoring system that assigns point values for classification. While a 9x9 neighborhood size was originally proposed, a succeeding study suggested a 13x13 neighborhood for better classification accuracy. This study focuses on refining the scoring system used in the Neighborhood Median Pixel Method, particularly the original set of arbitrary …

Electronic Health Records In Non-Hospital Settings Of Developing Economies: A Systematic Review On Enablers And Barriers, Bejie Rodriguez, Joenelyn Kaye Demoral, Jan Jacob Carpio, Alan Napoleon Gultia, Gloria Shiela Coyoca, Cecilio Garciano, Lemuel Clark Velasco

Institute of Philippine Culture (IPC)

In recent years, rapid advancements in Information and Communications Technology (ICT) have greatly transformed the healthcare landscape by streamlining health data management and providing decision-makers with secure and convenient access to health records. In developing economies, limited resources hinder healthcare access. Implementing EHRs in non-hospital settings is essential for enhancing healthcare quality and accessibility. While existing literature supports EHR use, further research is needed to pinpoint specific barriers and enablers. Using PRISMA guidelines, 18 relevant articles were systematically analyzed with the Human, Organization, and Technology Fit (HOT-fit) framework to examine these factors in non-hospital settings within developing economies. This study …

2025 Tax Aggregate Report Of Tennessee, Tennessee. State Board Of Equalization, Tennessee. Comptroller Of The Treasury

Tax Aggregate Reports

The Tax Aggregate Report is an annual publication of the State Board of Equalization, as required by Tennessee Code Annotated §4-3-5105. It contains selected property tax information for cities and counties and, in some instances, statewide totals.

2025 Certified Population Of Tennessee Incorporated Municipalities And Counties, Tennessee. Department Of Economic And Community Development

Certified Population Reports

This report highlights the population of incorporated municipalities, the incorporated municipalities by country, and the census population of counties in Tennessee.

Use Of The Slur “Retard” Triples On X After Elon Musk Shares The Word In A Post, Bond Benton, Daniela Peterka-Benton

College of Communication and Media Scholarship and Creative Works

A joint study from Montclair State University faculty in the Joetta Di Bella and Fred C. Sautter III Center for Strategic Communication in the School of Communication and Media and the Department of Justice Studies shows that Elon Musk dramatically increased content containing the slur “retard” on X after using the term in a post. Highlights from the study include:

• A 207.5% increase in posts containing the r-word on X.
• 312,642 posts using the term r-word identified in the period studied.
• Google Trends Analysis showed a similar increase in online search activity related to the r-word.
• Indication of a broader …

Pride Month Support Can Generate 320% More Positive Social Media Posts For Companies; Dropping Support Can Increase Online Negativity By 165%, Study Finds, Bond Benton, Yi Luo, Jin-A Choi

College of Communication and Media Scholarship and Creative Works

A study from Montclair State University faculty in the Joetta Di Bella and Fred C. Sautter III Center for Strategic Communication in the School of Communication and Media showed the ongoing commitment to Pride Month by Universal Studios has been received positively online. In contrast, Target’s rolling back of support for Pride Month and diversity/inclusion elicited negative reactions in social media. Results show 320% more positive emotional sentiment in posts about Universal’s #loveisuniversal campaign, with 85% of posts advocating #BoycottTarget expressing negative emotions towards the company including anger, disgust, fear, and sadness. #BoycottTarget posts also contained 165% more negative emotions …

“R-Word” Slurs Triple On X After Donald Trump’S Thanksgiving Post Used The Word, Bond Benton, Daniela Peterka-Benton

College of Communication and Media Scholarship and Creative Works

A joint study from Montclair State University faculty in the Joetta Di Bella and Fred C. Sautter III Center for Strategic Communication in the School of Communication and Media and the Department of Justice Studies shows a dramatic increase in content containing the slur “retard” on X after Donald Trump’s Thanksgiving Day Truth Social post used the word. Findings showed a 225.7% increase in posts containing the r-word on X with 1,129,438 posts in the studied period. The most viewed, liked, and shared content analyzed enthusiastically endorsed use of the r-word. Results appear consistent with the period after other prominent …

Fabrication And Characterization Of Chalcogenide And Oxide Thin Films, Shuhang Pan

Yale Graduate School of Arts and Sciences Dissertations

This dissertation explores the fabrication, structural characterization, and quantum transport properties of chalcogenide and oxide thin films. High-quality SnTe films were synthesized via molecular beam epitaxy (MBE), demonstrating tunable topological surface states through nanoscale patterning. Magnetoconductivity measurements revealed weak antilocalization (WAL) effects across continuous and patterned films, with coherence lengths governed by boundary scattering in hole-patterned geometries. Advanced focused ion beam (FIB) protocols enabled atomic-resolution transmission electron microscopy (TEM) of monolayer ZrO2 on silicon, defect distribution in off-stoichiometric CaWO4 films and orientation analysis in YVO4 thin films. Josephson junctions fabricated on superconducting Nd1−xEuxNiO2 thin films exhibited …

Tennessee’S Education Savings Account Pilot Program: An Equal Protection Violation Under The Guise Of “School Choice”, Haylie N. Lovelace

University of Memphis Law Review

No abstract provided.

If The Purpose Of The Tennessee Health Care Liability Act Is To Block Access To The Courts, Then It Is Succeeding—But “Surely, That Is Not The Intent Of Our Elected Representatives”, Kelsey L. Mcclain

University of Memphis Law Review

No abstract provided.

A Design-Focused Approach To Legal Argument And The Logical Fallacy Of Equivocation, Stephen M. Rice

University of Memphis Law Review

No abstract provided.

Resuscitating E-Commerce’S Transnational Promise With Out-Of-Court Processes, Oladeji M. Tiamiyu

University of Memphis Law Review

E-commerce is increasingly taking a central role in conducting commercial transactions. This burgeoning industry has shaped how, when, and even why consumers transact. While catalyzed by the pandemic, increased use of e-commerce platforms is a multi-decade historical trend. Yet regulators throughout much of the world have been slow in how they regulate these platforms. In recognition of the growing importance of digital transactions, regulators have increasingly explored what should be the appropriate amount of oversight for platforms that have relied on substantial self-regulation. Regulation has increased the difficulty for private and public enforcement of antitrust laws, compromising a variety of …

The Ftx Crypto Debacle: Largest Fraud Since Madoff?, Lawrence J. Trautman, Larry D. Foster Ii

University of Memphis Law Review

No abstract provided.

Intensive Longitudinal Models, Robert E. Ployhart, Paul D. Bliese, Sam D. Strizver

Faculty Publications

Intensive longitudinal models (ILMs) allow researchers to analyze nested data collected through frequent measurements—typically 20 or more repeated occasions—over densely spaced durations. Rather than being a single statistical approach, ILMs encompass various models unified by their capability to handle densely collected longitudinal data. We briefly summarize the nature of intensive longitudinal designs and why such designs require the use of ILMs. We then provide a classification typology to help readers understand the features of an ILM they should adopt. This classification typology provides the structure for a narrative review of existing ILM research. We conclude with specific recommendations for using …

Flawed Framework, Fatal Discretion: Unraveling Implicit Bias In Capital Punishment Decisions, Justin D. Levinson, Rachel G. Schaefer

Case Western Reserve Law Review

No abstract provided.

A Legal Relic In Modern Times: Navigating The Evolution Of Marital Property Laws And Advocating For Community Property, Hannah Riegle

Case Western Reserve Law Review

No abstract provided.

Masthead, Volume 75 Issue 4 (2025)

Case Western Reserve Law Review

No abstract provided.

Volume 75 Issue 4 (2025), Case Western Reserve Law Review

Case Western Reserve Law Review

No abstract provided.

Symposium: Defending Tomorrow’S Democracy—The Future Of Elections In The Era Of Advanced Technology - Introduction - Everything Old Is New Again—Advancing Technology And Enduring Problems In American Democracy, Atiba R. Ellis

Case Western Reserve Law Review

No abstract provided.

Algorithmic Lawmaking, Moral Judging, And Free Will, Jacob Eisler

Case Western Reserve Law Review

No abstract provided.

Across The Bitter Divide: A Proposal To Improve Certainty In Patent Eligibility, Ian M. Adams

Case Western Reserve Law Review

No abstract provided.

Volume 76 Issue 1 (2025), Case Western Reserve Law Review

Case Western Reserve Law Review

No abstract provided.

Tribute To Professor Robert N. Strassfeld, Bryan Adamson

Case Western Reserve Law Review

No abstract provided.

Tribute To Professor Robert N. Strassfeld, Michael J. Benza

Case Western Reserve Law Review

No abstract provided.

Tribute To Professor Robert N. Strassfeld: A Bostonian In The Western Reserve, Jonathan L. Entin

Case Western Reserve Law Review

No abstract provided.

Tribute To Professor Kevin C. Mcmunigal, Peter A. Joy

Case Western Reserve Law Review

No abstract provided.

Consensus Templates, Jorge L. Contreras, Liane Hancock

Case Western Reserve Law Review

No abstract provided.