Digital Commons Network^™

Domain-Specific Customization For Language Models In Otolaryngology: The Ent Gpt Assistant, Brenton T Bicknell, Nicholas J Rivers, Adam Skelton, Delaney Sheehan, Charis Hodges, Stevan C Fairburn, Benjamin J Greene, Bharat Panuganti

2020-Current year OA Pubs

OBJECTIVE: To develop and evaluate the effectiveness of domain-specific customization in large language models (LLMs) by assessing the performance of the ENT GPT Assistant (E-GPT-A), a model specifically tailored for otolaryngology.

STUDY DESIGN: Comparative analysis using multiple-choice questions (MCQs) from established otolaryngology resources.

SETTING: Tertiary care academic hospital.

METHODS: Two hundred forty clinical-vignette style MCQs were sourced from BoardVitals Otolaryngology and OTOQuest, covering a range of otolaryngology subspecialties (n = 40 for each). The E-GPT-A was developed using targeted instructions and customized to otolaryngology. The performance of E-GPT-A was compared against top-performing and widely used artificial intelligence (AI) LLMs, including …

Discovering Subtypes With Imaging Signatures In The Motoric Cognitive Risk Syndrome Consortium Using Weakly Supervised Clustering, Bhargav Teja Nallapu, Kellen K Petersen, Et Al.

2020-Current year OA Pubs

INTRODUCTION: Understanding the heterogeneity of brain structure in individuals with the Motoric Cognitive Risk Syndrome (MCR) may improve the current risk assessments of dementia.

METHODS: We used data from six cohorts from the

RESULTS: Three subgroups (Groups A, B, and C) were identified through MRI-based clustering with significant differences in regional brain volumes, gait speeds, and performance on Trail Making (Part-B) and Free and Cued Selective Reminding Tests.

DISCUSSION: Based on structural MRI, our results reflect heterogeneity in the population with moderate and slow gait, including those with MCR. Such a data-driven approach could help pave new pathways toward dementia …

Variations In Greater Trochanter Height As A Relation To Patient Demographics: Implications For Femoral Nail Design, Jordan A Haber, Amogh I Iyer, Matthew Dulas, Douglas Weaver, Jason A Strelzow

2020-Current year OA Pubs

Intramedullary nail fixation is the "gold standard" for surgical intervention of femoral fractures. While many aspects of nail design and patient anatomy have received specific focus, anatomic variations in proximal femoral geometry and greater trochanteric height variation have been poorly studied. Understanding the potential relationship of the greater trochanter to patient demographics may provide an opportunity to improve implant placement. Retrospective review of x-ray and computed tomography images of the proximal femur was performed. Inclusion criteria consisted of skeletally mature patients over 18 years old with imaging of the proximal femur. Inclusion criteria identified 296 patients. Mean age of included …

Slc35a2 Gene Product Modulates Paramyxovirus Fusion Events During Infection, Yanling Yang, Yuchen Wang, Danielle E. Campbell, Heng-Wei Lee, Wandy Beatty, Leran Wang, Megan Baldridge, Carolina B. López

2020-Current year OA Pubs

Paramyxoviruses are significant human and animal pathogens that include mumps virus (MuV), Newcastle disease virus (NDV) and the murine parainfluenza virus Sendai (SeV). Despite their importance, few host factors implicated in paramyxovirus infection are known. Using a recombinant SeV expressing destabilized eGFP (rSeVCdseGFP) in a loss-of-function CRISPR screen, we identified the CMP-sialic acid transporter (CST) gene SLC35A1 and the UDP-galactose transporter (UGT) gene SLC35A2 as essential for paramyxovirus infection. As expected, SLC35A1 knockout (KO) cells showed drastic reduction in infections with SeV, NDV and MuV due to the lack of cell surface sialic acids receptors. However, SLC35A2 KO cells revealed …

Enhanced Co2 Capture Performance Using Methyl Diethanolamine-Functionalized Silica Gels: Assessing Co2 Capture Capacity, Petpitcha Boonmatoon, Pacharapol Nokpho, Pornpote Piumsomboon, Benjapon Chalermsinsuwan

Applied Environmental Research

Carbon dioxide (CO2) is a significant greenhouse gas. This causes harm to the environment and to humans. In 2023, atmospheric CO2 levels rose to 420 ppm, marking a new record high. Therefore, technology for capturing CO2 has been developed. At present, a wide variety of technologies have been proposed to capture CO2. Adsorption technology is more affordable and requires less energy for regeneration. There are many potential solid adsorbents for CO2 capture, such as zeolites, alumina, metal‒organic frameworks (MOFs), and mesoporous silicas. Silica materials possess unique properties that make them promising candidates as solid sorbents for CO2 capture. They provide …

Investigation And Health Risk Assessment Of Indoor And Outdoor Nitrogen Dioxide At Preschools In Haze Areas Of Lampang Province And Industrial Areas Of Rayong Province, Thailand, Susira Bootdee, Sawaeng Kawichai, Suganya Phantu, Sopittaporn Sillapapiromsuk

Applied Environmental Research

Nitrogen dioxide (NO2) is a major indoor air pollutant and a significant ambient air contaminant associated with health effects, especially for students and teachers who attend schools in the areas of traffic, roads and industry. This study aims to assess the impacts of NO2 exposure on the health of students in haze and industrial areas from November 2023 to March 2024. Researchers utilized tube-type passive samplers to collect indoor and outdoor NO2 samples, which were subsequently analyzed via spectrophotometry. The results revealed that the weekly mean indoor and outdoor NO2 concentrations in the haze areas (HA1–HA5) ranged between 4.4–29.0 and …

Examining The Variability In Planetary Boundary Layer Height Over Thailand: Correlations With Enso And Aerosol Optical Depth, Sirapong Sooktawee, Khwanruthai Renuhom, Siriwan Kaewket, Aduldech Patpai, Pramet Kaewmesri, Thongchai Kanabkaew, Pichnaree Lalitaporn

Applied Environmental Research

Thailand has been facing air pollution, e.g., PM2.5, and impacts from climate phenomena, e.g., the El Niño‒Southern Oscillation (ENSO). Both air pollution and climate interact with each other. Changes in the planetary boundary layer height (PBLH) can affect PM2.5, represented by the aerosol optical depth (AOD), and are influenced by ENSO related to changes in the PBLH. The relationships among the PBLH, ENSO, and AOD were investigated via an empirical orthogonal function (EOF), which decomposes the spatiotemporal data of the PBLH into spatial patterns and corresponding time series. Correlation analysis was used to determine the relationships between the PBL variability …

Spatial And Temporal Pattern Assessment Of Agricultural Drought Sensitivity And Its Potential Impact On Economic Crops In Nakhon Ratchasima, Thailand, Suwit Ongsomwang, Siripon Kamontum

Applied Environmental Research

Agricultural drought sensitivity (ADS) is highly diverse across regions, primarily due to differences in climate, soil types, and farming practices. Agricultural drought impacts depend on drought intensity, severity, duration and timing relative to crop growth stages. Therefore, spatial and temporal pattern assessments of ADS and its potential impact on economic crops in three scenarios via multicriteria decision-making methods were conducted. As a result, the spatial distributions of the ADS index and its classification at 3 m7, 3 m10 and 6 m10, covering the planting and growing periods, displayed different patterns. The percentages of moderate, high and very high severity levels …

Nationwide Household Food Waste Generation Rates In Rural And Urban Settings: Evidence In Thailand, Vilasinee Krutprong, Chanathip Pharino

Applied Environmental Research

To achieve sustainable development goals, addressing food waste requires evidence-based solutions grounded in a nuanced understanding of waste generation rates and the factors influencing them. This study explores the intricate dynamics of food waste generation in Thai households, encompassing both liquid and solid waste streams. Empirical data were collected from 2,700 diverse households across urban and rural areas over a four-week period. The study revealed an average food waste generation rate of 0.332±0.003 kg per capita per day when liquids were included and 0.228± 0.002 kg per capita per day when liquids were excluded. Surprisingly, rural households generated more food …

The Role Of Remittances In Economic Growth And Environmental Sustainability: A Cross-Country Analysis, Bishnu B. Khatri, Omkar Poudel, Pradeep Acharya

Applied Environmental Research

Although remittances significantly influence economic stability, their role in sustainable growth and environmental impact remains uncertain. While these financial inflows enhance household welfare, their effects on gross domestic product (GDP), carbon emissions, and trade openness require further exploration. This study investigates the economic and environmental linkages of remittances in India, Mexico, China, the Philippines, and Pakistan, the top five remittance-receiving countries. Using panel data analysis, this study employs Dumitrescu Hurlin causality tests and dynamic ordinary least squares (DOLS) to assess the long-term and causal relationships between urbanization, trade openness, GDP per capita, carbon emissions, and remittances. Data from the World …

Macroplastic Characteristics And Assessment Of The Plastic Abundance Index (Pai) Of Beach Sediments In Prigi Bay, East Java, Indonesia, Adinda P.A. Nevandhra, Seftiawan S. Rijal, Syarifah H.J. Sari, Defri Yona

Applied Environmental Research

Macroplastics, defined as plastic debris ranging from 2.5 to 100 cm, pose significant threats to aquatic ecosystems, as they can breakdown into smaller particles. These materials are widely dispersed across marine environments, including coastal areas. This study aimed to compare and assess the abundance of macroplastics in the foreshore and backshore zones of four beaches around Prigi Bay, East Java, Indonesia, via the plastic abundance index (PAI). Macro-plastics were collected via a 5×5 m quadrat transect method. The results revealed that single-use plastics, particularly packaging and sachets, dominated both zones, accounting for 86% and 91% of the total number of …

Applying Radom Forest And Support Vector Machine For Land-Use Classification In Phu Giao District Vietnam, Trong Dieu Hien Le, Linh Truong Vinh

Applied Environmental Research

Machine learning algorithms are currently widely used to classify satellite images to create surface maps of the earth. Support vector machines (SVMs) and random forests (RFs) are more effective ML algorithms and more accurate classifications than other methods. The aim of this study is to analyze the performance of these two algorithms in land-use and land cover classification. For this purpose, the Landsat 8 OLI satellite image freely provided by the United States Geological Survey (USGS) was used to classify land use in the Phu Giao District, Binh Duong Province, Vietnam, where forestland is being strongly converted into rubber plantations …

The Use Of Machine Learning Algorithms For Water Quality Index Prediction In The Sai Gon River, Vietnam, Thuy Nguyen Thi Diem, Mai Nguyen Thi Huynh, Tra Tran Quang

Applied Environmental Research

Accurate prediction of the water quality index (WQI) lays the groundwork for integrated river basins and sustainable water resource management. Recent and accelerated advances in machine learning have led to various promising applications in water quality assessment. The present study leverages the predictive performance of several ML algorithms, including extreme gradient boosting (XGB), the gradient boosting model (GBM), support vector regression (SVR), and the radial basic function (RBF), to predict the WQI at three monitoring sites on the Sai Gon River from 2015–2019. In comparison, the results indicate that the XGB model outperforms the other models when eight parameters, including …

Effects Of Herbicides On 2,4-D-Resistant Soil Microorganisms In Maize Cultivation In Lopburi Province, Thailand, Boontarik Chimchart, Jitra Kokaew, Amnat Eamvijarn, Kanokon Bunpha, Sontaya Khamtib, Monchai Manassila, Tawatchai Inboonchuay

Applied Environmental Research

This study aimed to assess the impact of herbicide application on soil micro-organism density and to identify microorganisms resistant to 2,4-D-dimethyl-ammonium (2,4-D) for potential biodegradation. Research was conducted in maize plots in Lopburi Province, where 2,4-D was applied at a rate of 120 g of active ingredient per 160 m2. The soil samples were collected at various intervals: before application; 2 and 4 hours postapplication; and 1, 3, and 7 days after application. The analyses included soil property and microorganism population analyses. The results indicated that 2,4-D applications significantly increased bacteria and fungi in the treated plots compared with those …

Kinetics Of Hexavalent Chromium Adsorption And Reduction By Living Cells Of The Marine Bacterium Bacillus Cereus, Jittima Charoenpanich, Wachiraphorn Cherdchoo, Jutamas Pantab, Jariya Supakrit

Applied Environmental Research

This study identified Bacillus cereus, an efficient Cr(VI) bioreducer, isolated from marine sediment in Thailand. Batch experiments verified the complete removal of 25 mg L-1Cr(VI) from synthetic wastewater (pH 7.0) after 6 days at 37 °C, 50 rpm,and a biomass concentration of 25% (v/v) culture inoculum. The Freundlich isotherm model demonstrated the best correlation with the Cr(VI) adsorption equilibrium data in the 25–100 mg L-1concentration range (R2= 0.9831). Kinetic analyses indicated that the removal of Cr(VI) by living B. cereusfollowed a pseudo-second-order adsorption model (R2= 0.9875) and a pseudo-second-order reduction model (R2= 0.9807). The adsorption rate can be accuratelycharacterizedvia the …

Nanofiltration-Based Recovery Of Sodium Gluconate From Fermentation Broths Of Oil Palm Solid Residue Hydrolysates, Ayla A. Liswani, Aulya R. Arevin, Naufal Baariq, Ibnu M. Idayatullah, Muhamad Sahlan, Masafumi Yohda, Heri Hermansyah, Apriliana C. Khayrani

Applied Environmental Research

Sodium gluconate (SG), a functional organic salt derived from gluconic acid, is widely utilized in various industrial sectors because of its excellent chelating ability, low toxicity, and biodegradability. SGs can be produced sustainably through the neutralization of gluconic acid, which is obtained from the microbial fermen-tation of lignocellulosic biomass such as oil palm fronds (OPFs) and empty fruit bunches (OPEFBs). To meet commercial demands, SGs must be recovered in concentrated form, and nanofiltration (NF) offers a promising membrane-based approach for this purpose. This study aimed to optimize the SG concentration from the fermentation broths of oil palm residue hydrolysates via …

Community Perception And Attitudes Toward Plastics And Microplastic Pollution: A Case Study In The Red River Delta, Vietnam, Dang Hai Mai

Applied Environmental Research

Plastics and microplastic contamination pose increasing threats to human health, food safety, and environmental sustainability. In Vietnam, rapid urbanization, economic growth, and population expansion have contributed to a surge in plastic waste, intensifying pollution across regions such as the Red River Delta. This study adopts the theory of planned behavior (TPB) to explore community perceptions, attitudes, and behavioral intentions regarding plastic and microplastic pollution. A quantitative research design was employed, with data collected through structured questionnaires administered to 1,305 respondents via a stratified multistage sampling strategy across four provinces in the Red River Delta. Descriptive statistics and multiple linear regression …

Evaluating Anambra State's Readiness And Willingness For A Subnational Carbon Market For Climate Change Mitigation And Sustainable Development, Ojiako Godfrey Ogbo, Uchenna Cynthia Okonkwo

Applied Environmental Research

Climate change necessitates innovative strategies, with carbon markets emerging as a key tool for mitigation. This study assesses the readiness and willingness of stakeholders in Anambra State to engage in a subnational carbon market. Using a structured questionnaire distributed across government, industry, and academia, the data were analyzed through descriptive statistics, Pearson correlation, and multiple regression analysis. The findings indicate a moderate level of readiness (M = 3.47) and willingness (M = 3.48) among stakeholders. Correlation analysis revealed a significant alignment between composite willingness indicators and direct willingness to participate (r = 0.406, p = 0.004) but a weak and …

Influence Of Crabgrass Root Exudates On The Hydrocarbons Degrading Microorganisms In Crude Oil Contaminated Soil, Sinha Changsiriwatana, Kwang Mo Yang, Toemthip Poolpak, Prayad Pokethitiyook

Applied Environmental Research

Understanding plant‒microbial interactions in petroleum-contaminated soil is critical for enhancing phytoremediation technology. In this study, the root exudate of crabgrass (Digitaria ciliaris) was collected hydroponically, and its dominant composition was identified via GC‒MS. A soil microcosm study was subsequently conducted to evaluate the influence of crabgrass root exudates on microbial growth, dehydrogenase activity, and biodegradation of total petroleum hydrocarbons by the petroleum-degrading bacteria Micrococcus luteus WN01 and Acinetobacter lwoffii A07. The amendment of crabgrass root exudates significantly promoted microbial degradation in both A. lwoffii A07 (47.98%) and M. luteus WN01 (62.78%), which were 8.47% and 15.78% greater than …

The Philippine Digital Paradox: Challenges, Opportunities, And The Way Forward, Shamir Jakaria

Asian Review

The rapid growth of digital technologies is reshaping public governance. This paper examines the challenges and opportunities of digital transformation in Philippine public administration. While digital technologies offer significant benefits such as streamlined services, enhanced transparency, and improved citizen engagement, the Philippines faces critical barriers including infrastructure gaps, cybersecurity risks, and a persistent digital divide. Through a systematic review of academic studies, government reports, and policy documents, the study identifies key strategies for advancing e-governance, such as infrastructure development, cybersecurity reforms, and digital literacy programs. The paper highlights successful local and national initiatives, including the Philippine Identification System (PhilSys) and …

Nationalism And Indian Community In Malaya During The Japanese Occupation, 1941-1945, Ji-Eun Lee

Asian Review

This study examines the transformation of the Indian community in Malaya during the Japanese occupation (1941–45), with a focus on the rise of nationalist consciousness and collective identity. Through the formation and activities of the Indian Independence League (IIL) and the Indian National Army (INA), the Indian community experienced significant organizational and ideological changes. Under Subhas Chandra Bose’s leadership, civilian participation and support for the INA increased dramatically, fostering a sense of unity and purpose. Comparative analysis highlights the differing wartime experiences of Malaya’s major ethnic groups: while Malays benefited from Japanese policies, the Chinese faced harsh repression, leading to …

Fluctuating “Indianness” Or “Belonging” : Singapore Indian Dancers And Their Encounter With Southeast Asia At Ramayana Festival, Yoshiaki Takemura

Asian Review

This article investigates the dynamic relationship between cultural heritage and regional identity among the Indian diaspora in Singapore, specifically focusing on the experiences of classical Indian dancers. Historically, the process of “Indianization” deeply influenced the cultural landscape of Southeast Asia, evidenced by the regional prominence of the Hindu epics, the Ramayana and the Mahabharata. Using the context of a regional Ramayana Festival, this paper analyzes how Singaporean Indian dancers, while performing art forms rooted in the Indian subcontinent, negotiate their identity when confronted with diverse Southeast Asian interpretations of the same epic narrative.The study argues that this encounter forces a …

The Library Of Andrew Rippin The Rise Of A QurʾĀnic Philologist, Majid Daneshgar

Asian Review

Andrew Rippin passed away in Victoria, Canada, on 29 November 2016. The current generation of scholars, many of whom began working on Qurʾānic studies within the last decade, have paid a lot of attention to Rippin’s scholarship.  His books and articles have been translated and reviewed in Arabic, Indonesian, Malay, Persian, Turkish and Urdu languages, and are the subject of dissertations and articles throughout the Muslim world. As a contribution to Rippin’s legacy , this communication piece provides an account of the young Rippin and a library collection that he accumulated in the 1970s and 1980s before becoming one of …

2025 Yearbook, Risd Archives, Center For Student Involvement (Csi), Risd Design Guild

RISD Yearbooks

No abstract provided.

Pertanggungjawaban Etik Dokter Dalam Melakukan Aksi Mogok Kerja Di Indonesia, Farel Rifandanu

Jurnal Hukum & Pembangunan

The implementation of strikes by doctors is a complex phenomenon with significant implication that give rise to ethical dilemma. Doctors have a responsibility to provide health services, so that a strike can endanger the health care system. On the other hand, doctors also have the right to fight for fair and decent working conditions. In view of these problems, this study has two (2) problem formulations, how the legal regulations regarding the actions of doctors who go on strike and how the ethical responsibilities of doctors who go on strike. This study uses a normative legal research method that …

Urgensi Pembentukan Lembaga Pengawas Data Pribadi Sebagai Upaya Preventif Kebocoran Data Pribadi, Salsa Hardafi

Jurnal Hukum & Pembangunan

The rapid advancement of information technology has intensified the risks of personal data breaches and violations of privacy rights. Although Law Number 27 of 2022 on Personal Data Protection (PDP Law) has established a comprehensive legal framework for personal data protection in Indonesia, its effective implementation remains constrained by the absence of the Personal Data Protection Supervisory Authority (PDP Authority). This institutional absence creates a structural authority vacuum that weakens preventive measures, law enforcement mechanisms, and alternative dispute resolution in personal data protection. Through normative legal analysis using Hans Kelsen’s Stufenbau Theory, Nonet and Selznick’s Responsive Law Theory, and Satjipto …

Ius Constituendum Pengaturan Ambang Batas Parlemen Berdasarkan Putusan Mahkamah Konstitusi Nomor 116/Puu-Xxi/2023, Arsyianti Mega Nanda, Erland Ferdinansyah

Jurnal Hukum & Pembangunan

Pemilu merupakan wujud pelaksanaan kedaulatan rakyat di Indonesia yang menganut sistem presidensial dan multipartai. Namun, banyaknya partai memicu instabilitas koalisi dan melemahkan dukungan terhadap presiden. Untuk mengatasi hal ini diterapkan ambang batas parlemen (Parliamentary Threshold). Putusan MK No. 116/PUU-XXI/2023 menyatakan ambang batas 4% konstitusional untuk Pemilu 2024, namun inkonstitusional untuk Pemilu selanjutnya. Putusan ini menegaskan perlunya ambang batas baru yang tidak hanya menyederhanakan sistem kepartaian, tetapi juga menjamin keadilan suara dan proporsionalitas sesuai prinsip kedaulatan rakyat. Penelitian ini menggunakan metode yuridis normatif dengan pendekatan kualitatif-deskriptif. Pengumpulan data dilakukan melalui studi kepustakaan. Kerangka teori yang digunakan dalam penelitian ini meliputi teori …

Analisis Demokrasi Pada Pengisian Jabatan Gubernur Dan Wakil Gubernur Di Daerah Istimewa Yogyakarta, Akbar Ardya Putra, Rosita Candrakirana, Andina Elok Puri Maharani

Jurnal Hukum & Pembangunan

The aim of this research is to analyze the implementation of democracy in the process of filling the governor and deputy governor positions in the Yogyakarta Special Region. This is regulated in the Special Areas Act No. 13/2012. The Act stipulates that the candidates for governor can only be the descendants of the Yogyakarta Sultanate and the candidates for deputy governor can be the descendants of the Duchy of Pakualaman. Following these provisions, there are differences between the special region of Yogyakarta and other regions using general elections to fill regional heads. The results of the study show that the …

Menguak Status Dan Legalitas Rupiah Digital Sebagai Legal Tender (Perspektif Teori Keadilan Bermartabat), Sylvia Setjoatmadja, Jeferson Kameo

Jurnal Hukum & Pembangunan

Digital technology and modern telecommunications have been and will continue to be key factors in the emergence of various innovative products. One such innovative product is digital currency, specifically Central Bank Digital Currency (CBDC). In Indonesia, advancements in digital technology and telecommunications have encouraged the government to issue a CBDC, which will be named Digital Rupiah. The initiative to issue Digital Rupiah also responds to global trends and the public's need for secure, efficient, and sustainable payment instruments.

However, the plan to issue Digital Rupiah is not without challenges, particularly regarding the clarity of its legal status as a lawful …

Penanganan Kasus International Child Abduction Di Indonesia: Studi Kasus Penculikan Ezekiel Gionata Purba & Penculikan Enrico Johannes Susanto Carluen, Dhani Ershiano, Ari Wahyudi Hertanto, Benedetto Setyo Satrio Utomo

Jurnal Hukum & Pembangunan

Child protection, particularly in preventing and addressing cases of international child abduction, is an obligation of all states. This phenomenon frequently occurs in Indonesia when a foreign-national parent, following divorce, unilaterally takes their biological child abroad in violation of court-granted custody, guardianship, and/or access rights of the other parent. Currently, Indonesia lacks adequate legal provisions to prevent and resolve cases of international child abduction. Moreover, Indonesia has not yet acceded to the Hague Convention on the Civil Aspects of International Child Abduction 1980 (“the 1980 Hague Convention”). This convention establishes a legal mechanism to ensure the prompt return …