Digital Commons Network^™

Prediction Of Diabetic Retinopathy Among Diabetic Neuropathy In T2dm Patients Using Data Mining Algorithm, Nur Balqis Oon, Zuraida Khairudin, Hezlin Aryani Abd Rahman, Norbaizura Kamarudin, Nur Syamimi Haji Abu Bakar, Nor Azimah Abd Aziz

Malaysian Journal of Computing (MJoC)

Diabetic retinopathy (DR) and diabetic neuropathy (DN) are the most common complications among diabetes mellitus (DM) patients. Despite the widespread awareness, the implications of these serious diabetes complications remain poorly understood. Hence, this study aims to determine the association between DR and DN, predict DR and identify the significant risk factors associated with DR among DN patients based on the best predictive model obtained. Three models are employed in this study; Logistic Regression (LR) (Forward, Backward, Enter and Optimize), Decision Tree (Information Gain, Gini Index and Gain Ratio) and Artificial Neural Network with a splitting of 70-30. This study involved …

Osteoarthritis Grading A Synthesized Magnetic Resonance Images Technique, Qiu Ruiyun, Siti Khatijah Nor Abdul Rahim, Nursuriati Jamil, Raseeda Hamzah, Xiaoling Fu

Malaysian Journal of Computing (MJoC)

Osteoarthritis (OA) in the knee is a major cause of decreased activity and physical limitations among older people. Identifying and treating knee osteoarthritis in its early stages can help patients delay the progression of the condition. Currently, early detection of knee osteoarthritis involves the use of X-ray images and assessment using the Kellgren-Lawrence (KL) grading system. Doctors' evaluations can be subjective and may differ among different doctors. Similar to a computer systems analyst, the automatic knee OA grading and diagnosis can be a valuable tool for doctors, enabling them to streamline their workload and provide more efficient care. An innovative …

Fall 2024, John M. Pfau Library

Peacock – John M. Pfau Library Newsletter

In this issue:

• Rising Above the Flood: The Library Commons p.1-2
• The Fantasy and Science Fiction Book Cafe Saga p. 6
• Great Horned Owls and the Pfau Library p. 8 - 9

On Localization Of Eigenfunctions Of The Magnetic Laplacian, Jeffrey S. Ovall, Hadrian Quan, Robyn Reid, Stefan Steinerberger

Mathematics and Statistics Faculty Publications and Presentations

Let Ω ⊂ ℝd and consider the magnetic Laplace operator given by H(A) = (–i∇ – A(x))2, where A : Ω → ℝd, subject to Dirichlet boundary conditions. For certain vector fields A, this operator can have eigenfunctions, H(A)ψ = λψ, that are highly localized in a small region of Ω. The main goal of this paper is to show that if |ψ| assumes its maximum at x0 ∈ Ω, then A behaves 'almost' like a conservative vector field in a -neighborhood of x0 in a precise sense. In particular, we expect localization in regions where |curl A| is small. …

Understanding Bicuspid Aortic Valve: Global Prevalence, Genetic Factors, Long- Term Outcomes, Treatment Approaches And Knowledge Gaps, Grace Sligh

Honors Projects

Bicuspid aortic valve (BAV) disease is the most common congenital heart condition in the world, with a prevalence of 0.5 to 2.0 %, with the highest predominance in Caucasian men. This disease causes two leaflets to form instead of the typical three leaflet and can lead to many complications. This paper explores the global prevalence of BAV, highlighting observed variations between ethnicities and geographical background. It also examines the genetic factors contributing to the condition, including known hereditary patterns and emerging genetic insights. This review also addresses risk factors associated with BAV, such as environmental and developmental influences, as well …

Towards A Unified Xai-Based Framework For Digital Forensic Investigations, Zainab Khalid, Farkhund Iqbal, Benjamin C.M. Fung

All Works

Explainable Artificial Intelligence (XAI) aims to alleviate the black-box AI conundrum in the field of Digital Forensics (DF) (and others) by providing layman-interpretable explanations to predictions made by AI models. It also handles the increasing volumes of forensic images that are impossible to investigate via manual methods; or even automated forensic tools. A holistic, generalized, yet exhaustive framework detailing the workflow of XAI for DF is proposed for standardization. A case study examining the implementation of the framework in a network forensics investigative scenario is presented for demonstration. In addition, the XAI-DF project lays the basis for a collaborative effort …

Exploring The Factors Affecting Career Choices Of Undergraduate Emirati Students, Laila Mohebi, Solomon Arulraj David

All Works

This study explores the determinants of career choices among Emirati students, engaging 550 students from selected universities in the United Arab Emirates (UAE). Employing a phenomenological approach, the research utilized a survey questionnaire to understand the impact of various factors such as parental influence, educational institutions, university programs, and socio-economic elements on the career decisions of undergraduate Emirati students. Out of 550 targeted participants, 400 completed surveys were analyzed using Statistical Package for the Social Sciences (SPSS) version 22. The findings reveal a predominant influence of parents, followed by significant roles of schools and socio-economic factors, in shaping career choices. …

Effectiveness Of Field Experience Program In The United Arab Emirates (Uae): A Mixed-Methods Study Of Stakeholders’ Perceptions In The Light Of Vision 2030, Fatima Al Mohsen, Laila Mohebi

All Works

The quality of field experience training is vital for the preservice teachers’ professional development. However, limited research works on field experience training programs limits the formation of optimised educational policies in the UAE. Further, proper understanding of the stakeholders’ perceptions is essential for forming suitable educational policies. Therefore, this study employed a mixed-methods model to investigate the perceptions of pre-service teachers and instructors about their field experience training. The pedagogic standards set by Danielson was used as the framework for assessing the perceptions of the participants regarding their pedagogy. Further, ‘Bem’s self-perception theory’ was applied while making detailed assessments on …

A Novel Bipolar Valued Fuzzy Group Based On Dib’S Approach, Fadi Al-Zu’Bi, Abdul Ghaffur Ahmad, Abd Ulazeez Alkouri, Maslina Darus

All Works

The numerous extensions of fuzzy groups (FG) and fuzzy subgroups are complicated. Several results depending on different approaches of FG theory were introduced. This study introduces a novel extension, named bipolar-valued fuzzy groups (BVF-groups), which are based on bipolar-valued fuzzy space (BVF-space) and are created using Dib’s methodology. The BVF-space replaces the universal set in conventional set theory. The BVF-space generalizes the notion of fuzzy space (F-space) from [0, 1] to [−1, 0] × [0, 1] for the range of membership function. The novel theory of BVF-group is achieved through the BVF-space and bipolar valued binary operation (BVFBO) to build …

Nh 4-H Youth Enrollment Paper Form, Unh Cooperative Extension

UNH Cooperative Extension

No abstract provided.

Sample Lesson Of Maple Tales, Sarah Grosvenor

UNH Cooperative Extension

No abstract provided.

"Asian" Principles For The Recognition And Enforcement Of Foreign Judgments? Singapore As A Case Study, Adeline Chong

Research Collection Yong Pung How School Of Law

This paper considers if there can be said to be an “Asian” body of principles for the recognition and enforcement of foreign judgments. Tapping on the results of a research project which was conducted from 2016 to 2020, it is submitted that the answer to this query is in the negative. However, it is suggested that what marks out the “Asian” approach to private international law is the willingness of Asian countries to look outwards for reform and development and to balance the adoption of international norms against important local norms and objectives. Singapore’s approach to the recognition and enforcement …

Can Federated Learning Solve Ai’S Data Privacy Problem?: A Legal Analysis, Warren B. Chik, Florian Gamper

Research Collection Yong Pung How School Of Law

Federated learning (FL) is a method of training AI systems on different datasets without sharing data. The promise of FL is to enable AI systems to be trained on data, including personal data, while preserving data privacy and confidentiality, and thus, inter alia, facilitate compliance with data protection legislation. FL has generated a considerable interest amongst the computer science community, yet there is a dearth of legal analysis of FL. This is a problem because the question of whether FL facilitates compliance with data protection legislation is a legal question. This article will fill this lacuna by providing a comprehensive …

The Three Eras Of Australian Practice On Mpas: The Interaction Between National And International Law And Policy, Ethan Beringen, Nengye Liu, Michelle Mei Ling Lim

Research Collection Yong Pung How School Of Law

Australia has attempted to position itself as a world leader in Marine Protected Area (MPA) practice through leveraging its significant national MPA network as well as its heavy involvement in the creation of high seas MPAs in the Antarctic. However, the quality of Australia’s domestic and international MPA practice have separately been subject to similar and convincing critiques. Despite this, little research exists which highlights how these two levels of law-making may interact regarding MPAs. Hence, the question to be addressed is: ‘How does Australia’s domestic and international MPA practice interact?’ Through drawing upon middle power theory to characterise this …

A Magical Symbiosis: The Advent Of Witchcraft In The Age Of Social Technology, James Dryden

University Honors Theses

This paper investigates the relationship between social media and witchcraft practitioners in online communities. After providing a landscape of how other researchers have studied similar phenomenon, interviews with anonymous witches who utilize online platforms such as TikTok and Instagram were conducted by the author. Using these testimonies in conjunction with the research of others, the author identifies trends and similar stories between American witches regarding Wicca, the commodification of the craft, and how witchcraft practice continues in the modern day.

Assessment Of Prostatic Biopsies In A Sample Of Iraqi Patients According To Modified Gleason Scoring And Grading Group, Mustafa Ibrahim, Ban Qasim

Iraqi Postgraduate Medical Journal

Background:Prostate cancer is the second most diagnosed malignancy in men and the sixth leading cause of cancer mortality among males worldwide. The incidence rate of prostate cancer varies across the regions and populations new cases of prostate cancer were registered worldwide, representing 7.1% of all cancers in men. Aim of study:To assess prostatic biopsies from patients with prostatic cancer in a sample of Iraqi patients according to 2014 modified Gleason Grading and Grade groups, and to study the relation of Gleason grading and grade group with clinical and laboratory data available in patients case sheets (age and PSA level).Material and …

Metastatic Prostate Adenocarcinoma To The Brain - A Clinicopathologic Analysis Of 21 Cases, Namra Ajmal, Yutao Deng, Lawrence C Kenyon, Mark T. Curtis, Mauro Dispagna, Joseph Izes, Li Li

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Brain metastasis from prostate adenocarcinoma (PCa) is rare, often leading to death within a year. Its infrequent occurrence and atypical histopathologic features contribute to lower consideration in the differential diagnosis of tumor brain metastasis. This study aims to assess the clinical characteristics and distinctive histopathologic features of metastatic PCa in the brain for timely and enhanced diagnostic accuracy.

DESIGN: A retrospective search spanning 20 years (2003-2022) was conducted on our archives and identified 21 cases diagnosed as "metastatic prostate adenocarcinoma (mPCa)" in brain biopsies and resections. All existing slides were thoroughly reviewed to evaluate the histopathology of the mPCa. …

Search For Eccentric Black Hole Coalescences During The Third Observing Run Of Ligo And Virgo, A. G. Abac, R. Abbott, H. Abe, Teviet Creighton, Mario C. Diaz, Francisco Llamas Villarreal, Soma Mukherjee, Gaukhar Nurbek, Volker Quetschke, Wenhui Wang

Physics & Astronomy Faculty Publications

Despite the growing number of binary black hole coalescences confidently observed through gravitational waves so far, the astrophysical origin of these binaries remains uncertain. Orbital eccentricity is one of the clearest tracers of binary formation channels. Identifying binary eccentricity, however, remains challenging due to the limited availability of gravitational waveforms that include the effects of eccentricity. Here, we present observational results for a waveform-independent search sensitive to eccentric black hole coalescences, covering the third observing run (O3) of the LIGO and Virgo detectors. We identified no new high-significance candidates beyond those that have already been identified with searches focusing on …

Challenges Facing The Utilization Of Mobile Telephony In Learning In Some Selected Higher Institutions Of Learning In Nigeria, Ogonwa Jacinta, Okoh Helen Ewere, Okoledo Seromo, Ufuoma Eruvwe

Library Philosophy and Practice (e-journal)

The study investigated challenges facing the utilization of mobile telephony in learning in some selected higher institutions of learning in Nigeria. The study adopted a descriptive survey using questionnaire to collect data. The population of the study consist of 355 students which were randomly picked from some selected higher institutions of learning in Nigeria. A total of the 355questionnaires were distributed only 309 were retrieved. Descriptive statistics, (mean and percentage) were used for analysis. A mean score of 2.5 and above and a percentage score of 50% were considered for decision making. The study revealed the following as the prospects …

Installation Of Solar Energy And Job Performance Of Librarians In South-South University Libraries, Nigeria, Unwana Isaac Udoh, Idachaba Joy Asibi, Ugbenyo Safiya, Ufuoma Eruvwe

Library Philosophy and Practice (e-journal)

The study is on Installation of Solar energy and job performance of librarians in South-South University libraries, Nigeria. The study adopted a descriptive survey design using questionnaire as instrument for data collection. The population of the study consists of six (6) university librarian’s s in the university libraries under study. A total of 6 questionnaires were distributed and retrieved. Data collected were analyzed using descriptive statistics mean and percentage mean score of 2.5 and above and percentage score of 50% were considered. The study revealed that the following as benefits of installing solar energy in the university libraries in South-South, …

Ict Skills And Electronic Information Resources Utilization Among Undergraduate Sandwich Students In Nigerian Universities, Adesola Victoria Alade

Library Philosophy and Practice (e-journal)

This study investigated ICT skills and electronic information resource (EIRs) utilization among undergraduate sandwich students in Nigerian universities. The study employed a descriptive survey design. Six hundred sandwich students in 4 public universities in South-west Nigeria were randomly selected for the study. A close-ended questionnaire was used for data collection. Descriptive and inferential statistics were used for data analysis. The study found that the students have a high level of ICT skills and low EIR utilization. The challenges the students encounter in using EIRs include a lack of required ICT skills to search the Internet, and inadequate ICT professionals in …

The Sanctuary In Historical Perspective: Exploring The Development Of A Core Adventist Belief, Denis Kaiser

Faculty Publications

No abstract provided.

Acceptance-Based Process Variables On Postpartum Well-Being And Distress (Database), Alexa Bonacquisti

PCOM Scholarly Works

Dataset for Bonacquisti A, Woodworth EC, Diaz M, Grunberg VA (2024) Acceptance-based process variables on postpartum well-being and distress: The mediating role of psychological flexibility. PLoS ONE 19(12): e0312454. https://doi.org/10.1371/journal.pone.0312454

Feral Camel, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity factsheets

No abstract provided.

Feral Donkey, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity factsheets

Donkeys (Equus asinus) were first imported in substantial numbers to Australia in 1866 by Sir Thomas Elder. They were used as pack and draught animals in outlying areas of Western Australia (WA) until the 1930s. They were eventually replaced by the motor vehicle, and unwanted donkeys were released to the wild, where they became feral. The first record of feral donkeys is from the Kimberley in the early 1930s, but it is possible they became feral much earlier.

Blackbird, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity factsheets

The introduced common blackbird (Turdus merula) is a pest in eastern Australia. It damages commercial fruit crops and may compete with native birds. The species is prohibited in Western Australia and individuals found here are destroyed.

The Western Australian Organism List (WAOL) contains information on the area(s) in which this pest is declared and the control and keeping categories to which it has been assigned in Western Australia (WA). For more information, see our website at dpird.wa.gov.au.

Feral Goat, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity factsheets

The goat (Capra hircus) was one of the first animals to be domesticated, 8 to 10 thousand years ago. Archaeological work indicates the earliest attempts at domestication were in dry hills surrounding the Mediterranean basin. The ability of goats to utilise the coarse browse of mountainous areas made them suitable for domestication, in preference to sheep. With large-scale domestication of goats throughout the world, goats escaped and established feral goat herds on most continents. Overgrazing by goats has caused severe environmental damage, worldwide.

Goats arrived in Australia with the first fleet. They were introduced to many areas by early settlers …

Rabbit Control: 1080 Versus Pindone, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity factsheets

There are two toxins available for controlling pest rabbits in Western Australia: 1080 and pindone. This factsheet provides a brief summary of the main characteristics of both vertebrate pesticides. 1080 is generally the preferred toxin for rabbit control in Western Australia (WA).

Any attempt to reduce the impact of rabbits on the productivity of any agricultural enterprise (for example, pasture, crops, tree farms, horticulture) should be undertaken as part of a pest management plan.

This strategy should be proactive rather than reactive to a problem. It should also include a long term strategy for dealing with potential rabbit damage, including …

Revised Draft Final Quarterly Operations And Maintenance Report Butte Treatment Lagoon System – Third Quarter 2023, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Trust And Robotics: A Multi-Staged Decision-Making Approach To Robots In Community, Wenxi Zhang, Willow Wong, Mark Findlay

Research Collection Yong Pung How School Of Law

With the desired outcome of social good within the wider robotics ecosystem, trust is identified as the central adhesive of the human–robot interaction (HRI) interface. However, building trust between humans and robots involves more than improving the machine’s technical reliability or trustworthiness in function. This paper presents a holistic, community-based approach to trust-building, where trust is understood as a multifaceted and multi-staged looped relation that depends heavily on context and human perceptions. Building on past literature that identifies dispositional and learned stages of trust, our proposed decision to trust model considers more extensively the human and situational factors influencing how …