Digital Commons Network^™

Medical Imaging Dataset Management Leveraging Deep Learning Frameworks In Breast Cancer Screening, Inchan Hwang

Dissertations

In the domain of Computer-Aided Diagnosis (CADx) for breast cancer diagnosis through mammography, prevailing models have traditionally been trained and validated using old film-based mammography. However, contemporary U.S. hospital practices involve the utilization of Full Field Digital Mammography (FFDM), offering more detailed images captured at various angles than old film-scanned mammography. Despite this shift, the existing body of research predominantly focuses on old-film based datasets, the implications of FFDM for CADx systems have not been understood. This dissertation addresses the issues emerged from FFDM such as data augmentation between old film-based set and new FFDM whether they are more effective …

Beyond The Classroom Walls: Examining Educational And Social Outcomes Of Cross-Curricular Peer Observation In Secondary Schools, Jacinda Miller

Dissertations

This qualitative case study involved a sample of middle school teachers participating in a cross-curricular peer observation of teaching (POT) program. The study aimed to explore the experiences of these teachers in the POT program, focusing on its impact on teaching pedagogy and partner relationships. Data collection methods included a demographic questionnaire, writing prompts, feedback forms, observation of feedback meetings, interviews, and a researcher journal. The findings demonstrated that cross-curricular peer observations are perceived as an effective form of professional development among this group of middle school teachers, benefiting both the observer and the observed. Participants acquired and implemented new …

Ratification Status Of International Labour Organization (Ilo) Fundamental Conventions On Occupational Safety And Health, Ashish A. Trivedi, Alice Lai

Occupational and Environmental Medicine Journal of Indonesia

Background: A safe and healthy work environment is key to sustainable development and in view of this, in June 2022, the International Labour Organization (ILO) declared this to be a fundamental principle and right at work, and recognised the Occupational Safety and Health Convention, 1981 (No. 155) and the Promotional Framework for Occupational Safety and Health Convention, 2006 (No. 187) as fundamental Conventions. The objective of this study was to assess the global as well as regional ratification status for ILO Conventions 155 and 187 among member countries, one year after their declaration as fundamental conventions.

Methods: Updated ratification status …

Religious Liberty: Natural Rights Or The Politics Of Conscience, Madeline Nielsen

Undergraduate Honors Theses

Religion Clause jurisprudence in the United States has long been a subject of debate. Vincent Phillip Muñoz and Steven D. Smith, two prominent scholars in the field, offer distinct perspectives on the interpretation and application of the Religion Clauses. Muñoz advocates for a natural rights construction, grounding religious liberty in the Founders' understanding of inalienable rights. In contrast, Smith analyzes the principle of religious liberty through reflecting upon how the Founders’, particularly James Madison, were influenced by the historical, philosophical, and theological development of the principle. This thesis conducts a comparative analysis of their viewpoints, focusing on their interpretations of …

Online Media Sentiment Analysis For Us Oysters, Taylor L. Bradford, Kwamena Quagrainie

Department of Agricultural Economics Faculty Publications

Sentiment analysis, a form of data analytics, utilises information from online discussions, reviews, and social media posts to assess consumer sentiments. This study utilised data collected from social media using online listening procedures to assess online sentiments on oysters from January 2019 through December 2022. The analysis utilises machine learning algorithms to extract consumer sentiments, opinions, and demands from online chatter from different online domains. The online sentiments are determined as positive, negative, or neutral based on their word choice, tone, and context. The information provided gives insights into perception, which is valuable information for oyster producers, seafood industry stakeholders, …

Increasing The Robustness Of Machine Learning By Adversarial Attacks, Gourab Mukhopadhyay

Theses and Dissertations

By perturbation or physical attacks any machine can be fooled into predicting something else other than the intended output. There are training data based on which the model is trained to predict unknown things. The objective was to create noises and shades of different levels on the images and do experiments for measuring accuracy and making the model classify the traffic signs. When it comes to adding shades to the pictures, pixels were modified for three different layers of the pictures. The experiment also shows that with the shadows getting deeper, the accuracies drop significantly. Here, some changes in pixels …

Context-Driven Creative Workshop: Celebrating Locality In Disaster-Affected Communities, Ruth Kartika Purnasasmita, Kristanti Dewi Paramita, Paramita Atmodiwirjo

ASEAN Journal of Community Engagement

This paper explores the idea of context as the basis for developing creative workshops for children in disaster-stricken communities. We argue that creative learning should not be seen merely in terms of artistic expression and abstract thinking. Instead, it should become a platform for celebrating local contexts and cultures through the learning process. This study was based on reflecting on two creative workshop activities that were held in post-disaster schools in Cianjur, West Java. The school is part of the Sekolah Indonesia Cepat Tanggap (SICT) program—a fast-track school construction initiative for communities affected by disasters throughout Indonesia. The creative workshops …

Identifying Aircraft Damage Mitigating Factors With Explainable Artificial Intelligence (Xai): An Evidence-Based Approach To Rule-Making For Pilot Training Schools, Ryan Zierman, Burak Cankaya

Journal of Aviation/Aerospace Education & Research

Recent pilot shortages have brought pilot training into focus as the industry attempts to rectify a compounding problem. The FAA has implemented some recent rule-making regarding pilot training that has left the General Aviation community questioning the motive or justification behind the rules. FAA incident data are inconsistent, specifically with aviation activity in general; flight activity that does not result in an accident or incident is not recorded for analysis. Despite the present shortcomings in the AIDS data, applying Machine Learning techniques make it possible to predict what characteristics mitigate aircraft damage during an incident (AUC=0.913, Accuracy=97%, Recall=84%, Precision=89%). Machine …

Systematic Review Of Factors Related To Pm2.5 Exposure On The Risk Of Type 2 Diabetes Mellitus, Rifka Putri Salma, Laila Fitria

Kesmas

Diabetes mellitus is a major public health problem in many countries, and most of them are type 2 diabetes mellitus (T2DM). Air pollution is thought to contribute to the T2DM incidence, and one of the most important pollutants is PM2.5. This study aimed to determine factors related to PM2.5 exposure and individual factors in increasing the risk of T2DM based on a systematic review. The PRISMA was used as a method of data collection and selection. Of 176 relevant articles identified and screened, 12 articles from various countries published in 2013-2021 were synthesized in this study. Results showed that long-term …

Tek Seng Bio Temple As A Symbol Of History And Locality Of The Chinese Indonesian Community In Cikarang, Harry Farinuddin, Didik Pradjoko

International Review of Humanities Studies

This article examines Tek Seng Bio (德圣庙) Temple within the context of the temple as the symbol of local history among Chinese Indonesians in Cikarang. Established in 1900 by Tjio Lo Weh (蒋維内) from Fujian, the temple marked the inception of a Chinese settlement in North Cikarang. Unique in its devotion to Lín Tài Shī Gōng/Liem Tay Soe Kong (林太师公) as their main deity, Tek Seng Bio Temple originally functioned as a private familial place of worship. However, its transition to a public worship house faced challenges in 1967, with Presidential Instruction Number 14 imposing restrictions on Chinese religious practices, …

Translation Of Archaisms In English Contractual Documents, Indra Listyo, Myrna Laksman-Huntley, Haru Deliana Dewi

International Review of Humanities Studies

This research investigates the translation of archaisms, particularly here-words and there-words, from English to Indonesian, highlighting the unique challenges they present. Using a descriptive qualitative method, the study is framed by the Skopos theory and ISO 24495-1:2023 - Plain Language principles. The Skopos theory stresses the translation's intended purpose, advocating a functional approach that enhances the target text's communicative efficacy. ISO 24495-1:2023 ensures legal documents are clear, concise, and accessible, maintaining their legal integrity. The research examines a bilingual English-Indonesian contractual document, the Global Master Repurchase Agreement, to analyze the translation of these archaic terms. Findings show that translating archaisms …

Approach Of Biography Of Objects: A Passage From Profane To Sacred, Fierda Al Jahra, Irmawati Marwoto

International Review of Humanities Studies

This paper discusses the life journey of buildings through the Biography of Things approach taken through a case study of the Bouwploeg building which is currently the Cut Meutia Mosque. The change from an office building as a profane building to a mosque as a sacred building is the reason for the biography of things approach. This research uses the main data in the form of the Cut Meutia Mosque building, which is still standing in Menteng, Central Jakarta. The research method used in this research is based on the K. R. Dark framework which consists of data sources, data, …

Revitalizing The On-Campus Waste Bank: Promoting Community Environmental Awareness And Improving Waste Management Efficiency, Achmad Room Fitrianto, Ajeng Tita Nawangsari, Riska Agustin, Setia Rini Arista, Eka Nur Wahyu Safitri Ramadhani, Nadine Elizabeth Gibbons

ASEAN Journal of Community Engagement

Current waste management practices often lack the reduce, reuse, and recycle principles, leading to negative effects on public health and the environment. Comprehensive and integrated waste management is needed to achieve economic benefits, health for communities, and environmental safety. This study examines community-based sustainable waste management practices in academic institutions, thus bridging the theory-practice gap and providing a significant novelty through its integration of Sharia principles into waste management practices. It focuses on the revitalization of the Sharia-based Waste Bank (BSS) at Sunan Ampel State Islamic University (UINSA) in Surabaya, Indonesia, supporting the university’s commitment to environmental sustainability and implementing …

Life Cycle Assessment Of Plastic Packaging Production, Kinanti Larasati, Evi Frimawaty, Ellyna Chairani

Journal of Environmental Science and Sustainable Development

The plastic packaging industry has become a significant commodity that penetrates almost every aspect of our lives, requiring greater responsibility from the industry for the life cycle management of their products. Several study methodologies are available to measure the industry's environmental impact, with life cycle analysis (LCA) gaining traction in Indonesia. Therefore, this study aims to measure the environmental impact of the plastic packaging industry analyzed using LCA with a focus on the main potential impact categories of global warming, acidification of the earth, toxicity to humans, formation of photochemical oxidants, and fossil depletion, within the scope of cradle to …

Hyperreality In Sharenting: Challenges Of Being An Indonesian Parent Today, Yosepha Arybowo, Maria Regina Widhiasti

International Review of Humanities Studies

The phenomenon of sharenting refers to the practice of parents, particularly mothers, sharing personal information in the form of text, photos, or videos about their child-rearing experiences and journey to parenthood on social media platforms. Social media, as a space of simulation, is considered to present an idealized version of parenting, showcasing perfect moments and achievements. This paper critically explores how the phenomenon of sharenting, especially by millennial mothers in Indonesia, contributes to the construction of family life representations that underlie parents' adaptation to idealized parenting standards on social media platforms. The paper samples sharenting content from several Instagram accounts …

Phylogenetic Analysis Of Anthropomorphic Rock Art: A Study Of Material Culture Evolution, Muhammad Faisal Chair, Ali Akbar

International Review of Humanities Studies

This paper provides an explanation of the application of phylogenetic analysis, derived from biology, to be applied in archaeology with the aim of observing evolutionary phenomena, the development of ideas, and the dissemination of ideas from material culture. Phylogenetics will be applied to data on anthropomorphic motifs at five rock art sites in West Sumatra: Gua Lidah Air, Gua Runjo, Ngalau Tompok Syohiah, Batu Basurek, and Gua Basurek. The main stages in this analysis involve collecting representative data in the category of distinctive values from each rock art site. Distinctive values data is obtained through observation and identification of morphological …

The Gender Ideology Of State Ibuism And Women’S Roles In Care Practices At The Rawa Panjang Waste Bank, Bojonggede, Bogor, Marini Purnamasari

Masyarakat: Jurnal Sosiologi

This article examines women's involvement in community-based waste management through the Waste Bank program. It argues that women’s participation in managing waste banks reflects the state’s gender ideology, which reinforces the reproduction of female labor and caregiving roles within society. Applying Suryakusuma’s (2011) concept of state ibuism, this study explores women’s roles in the Waste Bank program in Rawa Panjang, Citayam, Bogor Regency. Employing a qualitative approach, it utilizes methods such as observation, focus group discussions (FGDs), photoelicitation interviews, and in-depth interviews. The findings indicate that the Waste Bank program in Rawa Panjang serves as a contemporary manifestation of state …

Best Practice Democratic Policing In Papua: Activating Development And Security Through Community Participation, Hery Herjawan, Bambang Shergi Laksmono, Robertus Robet, Muhammmad Luthfi, Vici Sofianna Putera

Masyarakat: Jurnal Sosiologi

The implementation of Democratic Policing across various parts of the world demonstrates the interconnectedness of changes in approaches to addressing security issues. This transformation is a result of a systemic shift from operational and managerial police systems. This research seeks to affirm this argument in the policing practices in Mimika, Papua, highlighting changes in the level of community participation in maintaining public safety and order driven by democratic policing practices in the region. This research employs a qualitative method for both data analysis and data collection. Data collection was conducted through interview techniques, meanwhile data analysis is conducted using case …

Itagaki Paru's Animalized Japan, Adoria Shanelle Walker

Dissertations and Theses

In the earlier works of manga artist and author Itagaki Paru, animal characters are used to prompt a discussion of the uchi/soto ("in-group"/"out-group") dynamic present in Japanese society. Throughout her most popular work, Beastars, and its supplemental short story collection Beast Complex, Itagaki tackles binary thinking and in-group versus out-group social politics using a blatantly obvious, yet nuanced and subtle herbivore-versus-carnivore, predator-versus-prey metaphor. The world she depicts in these works is full of misunderstandings caused by hastily made assumptions, sometimes instinctually quick. With her animalized characters, she explores human stigmatization and the poor treatment of those who do not want …

Novel Pathogenic Variants In Polr3k Cause Polr3-Related Leukodystrophy, Stefanie Perrier, Julia Macintosh, Agata D. Misiaszek, Gabrielle Lambert, Kether Guerrero, Luan T. Tran, Christoph W. Müller, Tomi Pastinen, Gustavo H B Maegawa, Isabelle Thiffault, Geneviève Bernard

Manuscripts, Articles, Book Chapters and Other Papers

POLR3-related hypomyelinating leukodystrophy (POLR3-HLD) is a rare inherited neurological disorder caused by biallelic pathogenic variants in specific genes encoding subunits of RNA polymerase III (Pol III). Here, we report the third patient worldwide with pathogenic variants in POLR3K and clinical features consistent with POLR3-HLD. The female patient presented with mild intellectual and behavioural disturbances in childhood, as well as growth delay, with brain MRI revealing diffuse hypomyelination and a pattern consistent with POLR3-HLD. In adolescence, she manifested minor motor dysfunction. Next-generation sequencing revealed a paternally inherited missense variant in POLR3K (c.322G>T; p.D108Y) and a maternally inherited large deletion, spanning …

Cantor Set From A Nonstandard Viewpoint, Sebar H. Jumha, Ibrahim O. Hamad, Ala O. Hassan

Polytechnic Journal

This paper proposes a fresh perspective for visualizing the Cantor set and explores its shading characteristics through the utilization of nonstandard tools and techniques. Our investigation reveals that the measure of the Cantor set is infinitely close to zero but not identically zero, and we validate the properties of the Cantor set using an assortment of nonstandard methodologies. These findings have far-reaching implications for enhancing our understanding of mathematical approximations and exact measurements. Furthermore, we correlate our nonstandard perspective outcomes regarding the Cantor set with some specific applied models.

Military Law Under The Uniform Code Of Military Justice (William B. Aycock & Seymour W. Wurfel, 1955) & Military Justice In The Armed Forces Of The United States (Robinson O. Everett, 1956), Frank E. Maloney

Florida Law Review

No abstract provided.

The Forgotten Ninth Amendment (Bennett B. Patterson, 1955), Ernest R. Bartley

Florida Law Review

No abstract provided.

National Defense And The National Budget, C. R. Smith

Meacham-Carter Papers

Sixteen-page pamphlet titled "National Defense and the National Budget," from the annual meeting of the Tulsa Chamber of Commerce.

Sinking In Sandy Dunes: A Case Study To Address Hr Staffing And Seasonal Workers, Arlise Mckinney, Nicholas D. Rhew

The Coastal Business Journal

One of the challenges for organizations operating in a predominant resort tourism industry is the seasonal nature of operations that can create staffing challenges and employee retention for sustainability. In this paper, we examine the challenges of a restaurant in the Grand Strand region of South Carolina experiencing some of the people management challenges inherent in the resort tourism industry. We present an instructor-developed case study of a restaurant for use as a pedagogical tool applicable in a variety of learning and training environments. The case highlights a fictional organization, Sandy Dunes, and is designed to engage learners in critical …

Review Of Beltran, Latino Tv, Kate L. Flach

Journal of 20th Century Media History

A review of Latino TV: A History, by Mary Beltran

“We Love You In America”: Spiro Agnew, The Media, And The Building Of An Emotional Community, Charles Holden

Journal of 20th Century Media History

Spiro Agnew, Richard Nixon’s often-mocked Vice President, played a critical role in building the right-wing, populist base of white working- and middle-class supporters for the Republican party. Early in his vice presidency, Agnew used his access to media to cultivate mistrust of the same media, focusing especially on television political analysis, the Washington Post, and the New York Times. In speech after speech he used the same criticisms of the media to attack other parts of American society the administration viewed as the opposition. Rather than persuading these voters on policy positions, Agnew went straight for the heart. Much to …

Karl Freund’S Hollywood Aesthetic: Maintaining Visual Style Within The Studio System, Casey Walker

Journal of 20th Century Media History

This article explores the distinct cinematographic style of classical Hollywood cinematographer (and briefly director) Karl Freund throughout his Hollywood studio film career (1930-1950). After leaving the German studio UFA, Freund spent two decades in the Hollywood studio system, known for its comprehensible narrative and visual style and hierarchical mode of production, which were considered constraints to the emergence of a unique visual style from any one filmmaker. Previous studies on cinematographers’ authorship and poetics focus almost universally on Gregg Toland, a cinematographer who largely worked outside of the big Hollywood studios. However, very little scholarship exists on cinematographers such as …

Educator Perceptions Of Social-Emotional Learning Embedded In Academic Instruction, Felicia Poskus

Doctor of Education Program Dissertations

This qualitative exploratory case study examined the results of the CASEL (2021) School-based Staff Survey on SEL Implementation and individual semi-structured interviews with six teachers and three staff members regarding social-emotional learning (SEL) at the secondary school level. The purpose of this qualitative exploratory case study was to explore how secondary teachers and staff at a mid-size public, suburban high school in Connecticut perceive the implementation of the RULER SEL (Brackett et al., 2019) program. There were four themes that emerged from the data: becoming a warm demander (Hammond, 2015), adapting RULER SEL tools, RULER SEL and future impact, and …

Enforceability Of The Emergency Arbitrator Decisions, Dr.Tala Zein, Dr. Manal Shebaro

BAU Journal - Journal of Legal Studies - مجلة الدراسات القانونية

This document aims to examine the enforceability of decisions made by emergency arbitrators in international arbitration. It will analyze the challenges and potential solutions within the current legal framework, including the nature of emergency arbitrator decisions and the mandatory and public order regulations in each jurisdiction. The study will assess the different approaches taken by various jurisdictions and arbitral bodies, as well as the role of national courts in enforcing or annulling emergency arbitrator rulings. Additionally, the analysis will consider the impact of these developments on the efficiency and effectiveness of the arbitration process. By thoroughly exploring these issues, this …