Synthesizing Explainability Across Multiple ML Models for Structured Data by Emir Veledar, Lili Zhou, Omar Veledar, Hannah Gardener, Carolina M. Gutierrez, Jose G. Romano, Tatjana Rundek

“…This approach acknowledges that any single model is a simplification of complex, multidimensional phenomena; using multiple diverse models, each optimized from a different perspective, WISFC systematically captures different facets of the problem space to create a more structured and comprehensive view. As a consequence, this study offers a useful strategy for researchers and practitioners who seek innovative ways of exploring complex systems, not by discovering entirely new variables but by introducing a novel mindset for systematically combining multiple modeling perspectives.…”
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Contextualising implementation interventions for promoting outpatient integrative Chinese–western oncology service delivery and utilisation in Hong Kong: a Delphi study by Leonard Ho, Ming Hong Kwong, Angus S. C. Li, Fai Fai Ho, Claire C. W. Zhong, Charlene H. L. Wong, Vincent C. H. Chung

“…This study aimed to co-create an outpatient integrative oncology (IO) service delivery model for the territory that bridges the District Health Centres (DHCs; local coordinators for medical and social service providers), private traditional Chinese medicine practitioners (TCMPs), and private oncologists and to establish stakeholder-recommended implementation interventions (IIs) for promoting service delivery and utilisation. …”
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Text Mining-Based Analysis of Content Topics and User Engagement in University Social Media by Mark Soloviev, Pavel Aksenov, Angi Skhvediani, Timur Tenishev, Fedor Kolomenskiy, Elena Bormontova

“…Topic modelling, as one of the methods for analysing textual information, can help practitioners and researchers create analytical models that allow them to make important management decisions based on audience reactions to content. …”
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Detection of Body Packs in Abdominal CT scans Through Artificial Intelligence; Developing a Machine Learning-based Model by Sayed Masoud Hosseini, Seyed Ali Mohtarami, Shahin Shadnia, Mitra Rahimi, Peyman Erfan Talab Evini, Babak Mostafazadeh, Azadeh Memarian, Elmira Heidarli

“…Methods: In this cross-sectional study, abdominal CT scan images were employed to create a machine learning-based model for detecting body packs. …”
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Behavioral interventions for waste reduction: a systematic review of experimental studies by Brent M. Wilson, Brent M. Wilson, Brent M. Wilson, Magali A. Delmas, Magali A. Delmas, Deepak Rajagopal

“…To advance the field, we call for greater use of community-level and system-wide interventions, investment in scalable measurement tools, and stronger collaboration between researchers, governments, and practitioners. Building on this foundation can help create more effective, scalable strategies to reduce waste across behavioral contexts.…”
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A mixed-methods study of patient and healthcare professional perceptions of care pathways for knee osteoarthritis by Pika Krištof Mirt, Karmen Erjavec, Sabina Krsnik, Petra Kotnik, Mohsen Hussein

“…Orthopaedic surgeons, who confirm diagnoses and create treatment plans involving physiotherapy, medication, or joint injections, also received high satisfaction scores (μ = 4.47), despite long waiting times. …”
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International organizations in promoting academic integrity in a globalized world: Ukrainian view by Artem Artyukhov, Dmytro Chumachenko

“…Type of the article: Reflexive Preface AbstractThis study aims to examine the role of international organizations in promoting academic integrity, analyzing how diverse cultural interpretations of scholarly ethics create challenges for standard consistency across borders and the mechanisms through which international bodies facilitate the coordination and standardization of integrity practices. …”
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Improved radiation risk models applied to different patient groups in Sweden by M. Andersson, K. Eckerman, D. Pawel, A. Almen, S. Mattsson

“…In radiological diagnostics and therapy, it is important that practitioners, referrers, (i.e. radiologists, radiation oncologists and others in health-care) are aware of how much radiation a patient may receive from the various procedures used and associated health risk. …”
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Model for Prediction of Left Ventricular Myocardial Hypertrophy in Patients with Obstructive Sleep Apnea by M. V. Gorbunova, S. L. Babak, V. S. Borovitsky, Zh. K. Naumenko, A. G. Malyavin

“…In this study, we attempted to create a mathematical model for predicting LVH among OAS patients with various levels of disease severity.Materials and methods. …”
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Quantifying inter-dwelling air exchanges during fan pressurisation tests by David Glew, Felix Thomas, Dominic Miles-Shenton, James Parker

“…The research has implications for FPT standards, testing practitioners and professional bodies, energy modellers, ventilation designers, policymakers, and regulations. …”
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Digital servitization and leadership: A holistic view on required leadership traits and skills by Florian Tagscherer, Claus-Christian Carbon

“…The people leadership perspective requires leaders to create and communicate a vision for digital servitization and manage change and employees’ fears while enabling and empowering employees. …”
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NHS national data opt-outs: trends and potential consequences for health data research by John Tazare, Alasdair D Henderson, Jessica Morley, Helen A Blake, Helen I McDonald, Elizabeth J Williamson, Helen Strongman

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Methodological Considerations and Effectiveness for Ecologically Valid Mental Fatigue Inducement in Sports: A Systematic Review by Chao Bian, Suzanna Russell, Ana Mali, Elke Lathouwers, Kevin De Pauw, Jelle Habay, Špela Bogataj, Bart Roelands

“…Future research should refine and co-design the MF-inducing task with practitioners based on multifaceted MF evidence from laboratory and real-life settings, create immersive scenarios that can better replicate the inducement process in specific contexts, and improve measurement tools, which will provide comprehensive evaluation and verification of the MF inducement.…”
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Carbon benefits through agroforestry transitions on unmanaged fallow agricultural land in Hawaiʻi by Leah L. Bremer, Gina McGuire, Zoe Hastings Silao, Natalie Kurashima, Tamara Ticktin, Susan E. Crow, Christian P. Giardina, Kawika B. Winter, Nathan DeMaagd, Clay Trauernicht

“…To fill this gap, we draw on interviews with agroforestry practitioners and ecosystem service modeling in Hawaiʻi to: (1) create future scenarios of where fallow unmanaged agricultural and non-native dominated conservation lands could be transitioned to multi-strata agroforestry under current and future climates; and (2) quantify the potential above-ground carbon and soil carbon benefits and tradeoffs of transitions across these scenarios. …”
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TARGET setting for high severity collisions: tolerance-based assessment of risk for generalized event thresholds by Eamon T. Campolettano, John M. Scanlon, Timothy L. McMurry, Kristofer D. Kusano, Trent Victor

“…The objective injury risk approach used in this study enables traffic safety practitioners to determine the relative effect of related safety countermeasures on reaching the goals of Vision Zero and a Safe System Approach. …”
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A narrative review of veterinary pharmacovigilance situations and prospects in East African countries by Yesuneh Tefera Mekasha, Sete Nigussie, Abibo Wondie Mekonen, Kassahun Berrie, Asnakew Mulaw, Melaku Getahun Feleke

“…Stakeholders include legislators, law enforcement, customs officials, regulatory organizations, scientists, pharmaceutical businesses, veterinarians, farmers, and the general public.ConclusionA multidisciplinary strategy is needed to solve current gaps in veterinary pharmacovigilance and improve overall veterinary drug safety in East Africa. It is feasible to create more reliable methods for tracking and guaranteeing the safety of veterinary medications by combining the efforts of numerous stakeholders, including as legislators, regulatory agencies, veterinary practitioners, and the general public.…”
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Enhancing public accountability in a city authority by Christopher Neil Makanga, Laura A. Orobia, Twaha Kigongo Kaawaase, Isaac Nkote Nabeta, Rachel Mindra Katoroogo, John Munene

“…The study affords public accountability practitioners an opportunity to replicate the successful accountability practices from the story. …”
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Analisis Metode Estimasi Biaya pada Perangkat Lunak Beserta Faktor-Faktor yang Mempengaruhi : A Systematic Literature Review by Amelia Devi Putri Ariyanto, Lutfiyatul ‘Azizah, Umi Laili Yuhana

“…The purpose of this study is to create a Systematic Literature Review (SLR) which contains a summary and analysis of the latest research developments on cost estimation in software, especially in the methods used and the factors that affect cost estimation. …”
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Leadership in Organizations and the PR Department Work Quality by Edit Terek Stojanović, Mila Kavalić, Sanja Kovačić, Milan Nikolić, Marko Vlahović, Srđana Taboroši

“…The respondents included PR managers, PR practitioners and marketing professionals. A total of 236 questionnaires were collected from 78 companies. …”
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Predicting breast self-examination awareness in Sub-Saharan Africa using machine learning by Nebebe Demis Baykemagn, Meron Asmamaw Alemayehu, Tirualem Zeleke Yehuala, Agmasie Damtew Walle, Andualem Enyew Gedefaw, Abraham Keffale Mengistu

“…Abstract Breast self-examination is a very cost-reducing approach that significantly decreases the cost burdens associated with medical equipment, fees of healthcare practitioners, transportation to health facilities, and other indirect costs. …”
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