A Comparative Study Evaluated the Performance of Two-class Classification Algorithms in Machine Learning by Shilan Abdullah Hassan, Maha Sabah Saeed

“…To facilitate the development and deployment of machine learning models, Azure Machine Learning offers a range of tools and services. By leveraging Azure Machine Learning's capabilities, researchers and healthcare professionals can analyze large datasets containing patient information and medical records to identify patterns and risk factors associated with heart attacks. …”
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A "Quıet" need ın the dısaster of the century: a qualıtatıve study on menstrual hygıene management by Ayşe Aydın, Meltem Şirin Gok, Bahar Çiftçi

“…Effective menstrual hygiene management is essential for protecting women's privacy and dignity. Healthcare professionals play a vital role in identifying these needs, ensuring the supply of hygiene materials, providing appropriate environments, and offering education to women. …”
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Improving Telemedicine through IoT and Cloud Computing: Opportunities and Challenges by M. Sunil Kumar, D. Ganesh

“…It explores how IoT-enabled medical devices facilitate continuous remote patient monitoring and real-time health data collection and emphasizes the role of wearable devices comprising smartwatches and fitness trackers in elevating data accuracy and offering personalized health insights. Cloud computing's key role in telemedicine is investigated through its scalable data storage and processing capabilities, which manage the vast amounts of data generated by IoT devices. …”
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Joint statement on evidence-based practices in mechanical ventilation: suggestions from two Brazilian medical societies by Juliana Carvalho Ferreira, Arthur Oswaldo de Abreu Vianna, Bruno Valle Pinheiro, Israel Silva Maia, Sérgio Vasconcellos Baldisserotto, Alexandre Marini Isola

“…Review articles, consensus statements and clinical practice guidelines have become important sources of guidance in mechanical ventilation, and although clinical practice guidelines offer rigorously developed recommendations, they take a long time to develop and can address only a limited number of clinical questions. …”
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Determining factors for utilisation of employee wellness programme by healthcare workers in Limpopo Province, South Africa by Shirley Davhula, Prof Paul Chelule, Prof Muhammad Hoque

“…Conclusion HCWs are willing to utilise EWP if offered. There is a need for initiating EWP in the study setting. …”
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Social Media Use and Oral Health–Related Misconceptions in Saudi Arabia: Cross-Sectional Study by Rahaf Hamdan BinHamdan, Salwa Abdulrahman Alsadhan, Arwa Zohair Gazzaz, AlBandary Hassan AlJameel

“… BackgroundSocial media has become a central tool in health communication, offering both opportunities and challenges. In Saudi Arabia, where platforms like WhatsApp, Snapchat, and Instagram are widely used, the quality and credibility of oral health information shared digitally remain critical issues. …”
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The impact of BIM on project time and cost: insights from case studies by Karan Das, Salman Khursheed, Virendra Kumar Paul

“…Abstract Building Information Modelling (BIM) has emerged as a transformative tool in the Architecture, Engineering, and Construction (AEC) industries, offering significant potential to improve project efficiency and outcomes. …”
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Prediction of Network Threats and Attacks by Mathematical Simulation by Daniil Doroshenko

“…The models presented in the work offer new ways of assessing risks and analyzing attacks. …”
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Does management support drive sustained agile usage? a serial mediation model and cIPMA perspective. by Uthpala Wijesinghe, Vidara Mapitiyage, Chathurya Wickramarathne, Chamoda Wickramage, Krishantha Wisenthige, Chathuni Aluthwala

“…It pioneers in expounding the constructs' relative importance, performance and necessity, to offer actionable insights for agile practitioners. …”
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The development and validation of an UV-Vis spectrophotometric method for the determination of ciprofloxacin in raw material and dosage forms by Timothé Mavanga Mabaya, Jocelyn Mankulu Kakumba, Mannix Mayangi Makola, Adelard Mbenza Puati, Didi Mana Kialengila, Jean Mavar Tayey Mbay, Jeremie Mbinze

“…With the growing problem of counterfeit drugs, it is important to protect the population from substandard medicines and equip professionals with effective analysis tools. Analytical methods such as UV-Vis spectrometry offer advantages over techniques like HPLC, which require more expensive equipment and solvents, especially in developing countries. …”
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An explainable deep learning model for diabetic foot ulcer classification using swin transformer and efficient multi-scale attention-driven network by R. Karthik, Armaano Ajay, Anshika Jhalani, Kruthik Ballari, Suganthi K

“…To address this challenge, Deep Learning (DL) methods offer an efficient and automated approach to facilitate timely treatment and improve patient outcomes. …”
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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…These findings highlight the LastBERT model's capacity to classify degrees of ADHD severity properly, so it offers a useful tool for mental health professionals to assess and comprehend material produced by users on social networking platforms. …”
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Investigating factors influencing utilization of trauma-focused cognitive behavioral therapy among unaccompanied young refugees: an exploratory analysis by Barbara Kasparik, Madina Farani, Elisa Pfeiffer, Cedric Sachser, Rita Rosner

“…Conclusions The findings contribute to an expanding body of literature on the mental health requirements and service utilization patterns among UYRs, offering insights for policymakers, mental health professionals, and child welfare services striving to enhance care for this vulnerable population.…”
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The Perceptions of Overweight and Obese Individuals Regarding Weight-Loss Dietary Supplement Advertisements: A Pilot Cross-Sectional Survey by Nik Nur Anis Ilyany Zamzuri, Nor Elyzatul Akma Hamdan, Nurul Ashikin Jamludin, Mohammad Suhaidi Shaari, Nur Syazwani Taridi, Mohd Shahezwan Abd Wahab, Janattul Ain Jamal

“…Individuals with higher income, married people, and older respondents appeared more likely to purchase a weight-loss DS. …”
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Bridging inequity gaps in healthcare through tailored support: implementation perspectives of the Social Health Bridge-Building Programme by Gitte Valentin, Thomas Maribo, Claus Vinther Nielsen, Merete Tonnesen, Lisa Gregersen Oestergaard

“…This reciprocal arrangement not only enhances the healthcare experience for the individuals involved but also offers student volunteers unique insights into the social determinants of health while fostering the development of essential communication skills. …”
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Perspectives of substance use disorder counselors on the benefits and drawbacks of medications for opioid use disorder by Nicholas C. Cardamone, Rebecca E. Stewart, Kyle M. Kampman, Steven C. Marcus

“…Methods From June to December 2021, we surveyed counselors from publicly-funded SUD treatment agencies under a municipality-wide mandate to offer MOUD to all clients with OUD. Counselors were asked to describe, in a free-response format, the most important advantages and disadvantages to communicate to their clients about taking buprenorphine, methadone, and naltrexone. …”
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Clinical outcomes of asynchronous telerehabilitation through a mobile app are equivalent to synchronous telerehabilitation in patients with fibromyalgia: a randomized control study by Eren Timurtaş, İrem Hüzmeli, İlkşan Demirbüken, Mine Gülden Polat

“…The asynchronous approach may offer advantages in reducing the burden on healthcare professionals and being cost-effective. …”
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Protocol for a randomised phase 3 trial evaluating the role of Finasteride in Active Surveillance for men with low and intermediate-risk prostate cancer: the FINESSE Study by Samuel Smith, Peter Sasieni, William Cross, Richard Bryant, Steven Kennish, James Catto, Rachel Hubbard, Simon Faulkner, Rohit Chahal, Mohantha Dooldeniya, Marcus Cumberbatch, Bernard North, Alastair D Lamb, Roseann Kealy, Selina Bhattrai

“…AS includes regular prostate-specific antigen testing, MRI scans and the offer of repeat biopsy (at 3 years, or if imaging suggests progression). …”
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A socio-ecological model of the management of leprosy reactions in Indonesia and India using the experiences of affected individuals, family members and healthcare providers by Annisa Ika Putri, Ruth M. H. Peters, Kevin De Sabbata, Brittney S. Mengistu, Regitta I. Agusni, Medhi Denisa Alinda, Joydeepa Darlong, M. Yulianto Listiawan, Cita R. S. Prakoeswa, Stephen L. Walker, Marjolein B. M. Zweekhorst

“…Lack of specialized health professionals and communication challenges were identified in both study populations. …”
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Impacts of Tax Laws on the Performance of Small and Medium Enterprises: A Case Study of Kabale Municipality Kabale. by Abaasa, Ruth

“…The findings showed that 80 (53.3%) of respondents agreed that SMEs are typically subject to corporate income tax on their profits, with tax rates varying by country and annual income brackets. Some regions offer preferential tax rates or incentives for SMEs. …”
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