Cross-National Analysis of Opioid Prescribing Patterns: Enhancements and Insights from the OralOpioids R Package in Canada and the United States by Ankona Banerjee, Kenneth Nobleza, Duc T. Nguyen, Erik Stricker

“…Food and Drug Administration’s (FDA) National Drug Code (NDC) database. It includes functions such as load_Opioid_Table, which integrates country-specific data processing and Morphine Equivalent Dose (MED) calculations, providing a comprehensive dataset for analysis. …”
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Method for Extracting Arterial Pulse Waveforms from Interferometric Signals by Marian Janek, Ivan Martincek, Gabriela Tarjanyiova

“…A key novelty of this work is the presentation of a complete Python-based processing pipeline, which is made publicly available as open-source code on GitHub (git version 2.39.5). To the authors’ knowledge, no such repository for demodulating these specific interferometric signals to obtain a raw arterial pulse waveform previously existed. …”
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Leaky McEliece: Secret Key Recovery From Highly Erroneous Side-Channel Information by Marcus Brinkmann, Chitchanok Chuengsatiansup, Alexander May, Julian Nowakowski, Yuval Yarom

“…Our result stresses the necessity of properly protecting highly structured code-based schemes such as McEliece against side-channel leakage. …”
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Effective Multi-Class Sentiment Analysis Using Fine-Tuned Large Language Model with KNIME Analytics Platform by Jin-Ching Shen, Nai-Jing Su, Yi-Bing Lin

“…We demonstrate the efficacy of ORPO through its application to multi-class sentiment analysis, a critical task in sentiment modeling with diverse and nuanced label sets. …”
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fide: Learning in Scenarios | Teacher Cognition

“…For instance, texts in multiple languages or with code-switching elements challenge students to think beyond linguistic silos. …”
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SaliencyMix+: Noise-Minimized Image Mixing Method With Saliency Map in Data Augmentation by Hajeong Lee, Zhixiong Jin, Jiyoung Woo, Byeongjoon Noh

“…These findings highlight the effectiveness of SaliencyMix+ in boosting model accuracy and robustness across different models and datasets. The code is publicly available on GitHub: <uri>https://github.com/SS-hj/SaliencyMixPlus.git</uri>.…”
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Compliance of cardiopulmonary resuscitation during in hospital cardiac arrest in a teaching institution by R. Arun Kumar, S. Chandresh, Ahamed Ashar Ali

“…Materials and Methods: Our study was conducted without randomization, blinding, or control groups, in all code blue victims aged between 20 and 80 years, who suffered cardiac arrest. …”
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Implementation of the TCG DICE Specification Into the Keystone TEE Framework by Enrico Bravi, Silvia Sisinni, Lorenzo Ferro, Valerio Donnini, Antonio Lioy

“…Their adoption into critical scenarios makes it paramount they remain trustworthy. …”
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Tracing In-Hospital COVID-19 Outcomes: A Multistate Model Exploration (TRACE) by Hamed Mohammadi, Hamid Reza Marateb, Mohammadreza Momenzadeh, Martin Wolkewitz, Manuel Rubio-Rivas

“…Future work will integrate the developed code into the hospital’s Health Information System (HIS) following ISO 13606 EHR standards and implement recursive methods to enhance the model’s efficiency and accuracy.…”
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An Open-Source Deep Learning Framework for Scalable Urban Heat Island Detection Using Geospatial Data by M. Akintola, G. Neziri

“…The framework&rsquo;s open architecture, combined with publicly released datasets and modular code, ensures adaptability for use in both data-rich and resource-limited settings. …”
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Rapid Estimation of Vs30 Through Elitist Genetic Algorithm HVSR Inversion and Refraction Microtremor Data Analysis in the Greater Metro Manila Area and Leyte Province, Philippines by Rhommel N. Grutas, Andrew T. Serrano, Jamie Mary Loise C. Tan, Rio Angela F. Castro

“…Vs30, the average shear wave velocity in the uppermost 30 m, is a critical parameter in seismic hazard analysis. In the Philippines, the Refraction Microtremor (ReMi) survey is the standard method for Vs30 Estimation. …”
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Modeling complex systems in animal science: A pedagogical framework for new researchers by Luis Orlindo Tedeschi, Dan Tulpan, Hector M. Menendez III, Ricardo Augusto Mendonça Vieira

“…After translation to mathematical form and computer code, models undergo rigorous parameterization with real-world data, evaluation against independent datasets, and sensitivity analyses. …”
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Comparison of efficiency management training using lecturing and small group teaching on learning rate of Nursing and Midwifery student’s by Fariba Asgari, Taherehsadat Khoshnazar, Asiyeh Sedighi

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A Minireview on BET Inhibitors: Beyond Bromodomain Targeting by Mikhail S. Iudin, Yuri M. Khodarovich, Anna M. Varizhuk, Vladimir B. Tsvetkov, Vyacheslav V. Severov

“…Bromodomain and extra-terminal domain (BET) proteins are epigenetic readers that recognize the histone acetylation code and play a critical role in regulating gene transcription. …”
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Versatility of vimentin assemblies: From filaments to biomolecular condensates and back by Dolores Pérez-Sala, Silvia Zorrilla

“…Biomolecular condensates are phase-separated membraneless structures that are critical for the organization of cellular components and play important roles in pathophysiology. …”
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An Assessment of the Roles of the Government, Regulators, and Investors in ESG Implementation in South Africa: A Scoping Review by Wilfreda Indira Chawarura, Mabutho Sibanda, Kuziva Mamvura

“…Training, capacity building, and active Government participation are critical for effective ESG implementation in South Africa.…”
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Development platform for artificial pancreas algorithms. by Mohamed Raef Smaoui, Remi Rabasa-Lhoret, Ahmad Haidar

“…<h4>Background and aims</h4>Assessing algorithms of artificial pancreas systems is critical in developing automated and fault-tolerant solutions that work outside clinical settings. …”
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The Impact of Corporate Governance on Earnings Management in Palestine: The Moderating Effects of Political Instability by Ali Hassan Ibraheem Aljadba, Norhaziah Nawai, Nur Hidayah Laili

“…The results of this work may assist the regulatory bodies, policymakers, and practitioners in revising the corporate governance code to promote the efficiency of the BOD and AC monitoring functions for the purpose to improve the faithfulness and reliability of financial reports and also to deter the management from engaging in critical levels of EM.…”
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Alloys innovation through machine learning: a statistical literature review by Alireza Valizadeh, Ryoji Sahara, Maaouia Souissi

“…However, a notable concern arises as 53% of these papers do not share their dataset, and a staggering 81% do not provide access to their code. Paramount importance of adopting a systematic approach when scrutinizing machine learning methodologies is underscored. …”
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Improving legal accountability for domestic violence by Ostrohliad O.

“…The basis of this review is the documents officially posted on the parliament’s website regarding the draft law “On Amendments to the Code of Ukraine on Administrative Offenses and Other Laws of Ukraine in Connection with the Ratification of the Council of Europe Convention on the Prevention of Violence Against Women and Domestic Violence and Combating These Phenomena.” …”
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