Construction of Clinical Predictive Models for Heart Failure Detection Using Six Different Machine Learning Algorithms: Identification of Key Clinical Prognostic Features by Qu FZ, Ding J, An XF, Peng R, He N, Liu S, Jiang X

“…In order to improve the adaptability of models to different patient populations and data situations. This study aims to develop predictive models for HF risk using six machine learning algorithms, providing valuable insights into the early assessment and recognition of HF by clinical features.Patients and Methods: The present study focused on clinical characteristics that significantly differed between groups with left ventricular ejection fractions (LVEF) [≤ 40% and > 40%]. …”
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Strengthening health system's capacity for pre-exposure prophylaxis for adolescent girls and young women and adolescent boys and young men in South Africa (SHeS'Cap-PrEP): Protocol... by Edward Nicol, Trisha Ramraj, Mbuzeleni Hlongwa, Wisdom Basera, Ngcwalisa Jama, Carl Lombard, Tracy McClinton-Appollis, Darshini Govindasamy, Desiree Pass, Noluntu Funani, Sarah Aheron, Ariana Paredes-Vincent, Jennifer Drummond, Mireille Cheyip, Sibongile Dladla, Jason Bedford, Cathy Mathews

“…A general inductive approach will be used to analyze the qualitative data.<h4>Ethics and dissemination</h4>The protocol was approved by the South African Medical Research Council Health Research Ethics Committee (EC051-11/2020). …”
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Prevalence and Socio-Demographic and Hygiene Factors Influencing Impetigo in Saudi Arabian Children: A Cross-Sectional Investigation by Aleid AM, Nukaly HY, Almunahi LK, Albwah AA, AL- Balawi RMD, AlRashdi MH, Alkhars OA, Alrasheeday AM, Alshammari B, Alabbasi Y, Al Mutair A

“…Box 84428, Riyadh, 11671, Saudi Arabia, Email yaalabbasi@pnu.edu.saPurpose: To determine the prevalence of impetigo among children in Saudi Arabia as well as to identify socio-demographic factors associated with impetigo.Methods: This cross-sectional study conducted in Saudi Arabia examined impetigo prevalence and associated factors among children aged 2 to 15. Data collection occurred between June 2022 and November 2023, involving structured interviews with the parents or legal guardians of the participating children. …”
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Research on Small-scale Neutron Detection Technology of Deposition Source Term for Dry Reprocessing Pipeline by GUO Luzhen, WANG Chuangao, WANG Ying, GUO Jinsen, PANG Hongchao, LUO Zhiping

“…The test results show that its calibration factor for dose rate measurement of 252Cf neutron source is 1.07, the relative inherent error for dose rate measurement of 252Cf neutron source is −6.5%, and the repeatability of measurement data is 0.1%. The detector’s dust-proof and water-proof grade is IP68, and it passes the electromagnetic compatibility test specified by the nuclear instrument electromagnetic environment conditions and test methods. …”
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Replace government healthcare with patient-controlled health care by Deane Waldman

“…As evidence of the inefficiency of the existing US healthcare system in comparison with other countries, comparative data for different countries on life expectancy and incidence rates of a number of diseases are provided. …”
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Identification of Formative Antecedents of Archetypes by Fozieh Taheri Mina, Tohfeh Ghobadi Lamuki, Meisam Latifi, Hossein Hajibabaei

“…Methodology This research is both fundamental and applied in its objectives, qualitative in nature, and field-based in its execution. Data was collected through semi-structured, in-depth interviews with open-ended questions, accompanied by note-taking. …”
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Self-medication for malaria and associated factors in Kakumiro District, Uganda, August 2023: implications for malaria management and mortality prevention by Marie Gorreti Zalwango, Richard Migisha, Bosco B. Agaba, Lilian Bulage, Benon Kwesiga, Daniel Kadobera, Alex Riolexus Ario

“…Data on demographics, socio-economic factors, health-seeking behaviour, self-medication and antimalarial storage at home were obtained. …”
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Multiscale analysis of global variation in tree allometric relationships: parameter sets for global vegetation models by Ian Grant, Wenge Ni-Meister, Nancy Y Kiang

“…Global models of vegetation dynamics and remote sensing data products require allometric relationships governing trees’ size and shape to predict such quantities as vegetation spatial structure and biomass. …”
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Factors Associated With the 30-day Readmission Rate in Patients With Heart Failure by Fereshteh Rezvani, Zahra Abbasi Dolatabadi, Maryam Esmaeili, Saman Maroufizadeh, Mohammad Garakyaraghi, Monir Mazaheri

“…Introduction: Heart failure (HF) is a complex and common clinical syndrome whose symptoms are caused by structural or functional disorders in the heart. Although several studies have been conducted to identify the factors associated with the hospital readmission of patients with HF, statistics still show a high readmission rate in these patients. …”
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Work-related Musculoskeletal Disorders, Work Ability and Associated Factors among Hairdressers of South Delhi: A Cross-sectional Study by Sana Zareen, Sheetal Kalra, Richa Hirendra Rai, Deepak Raghave, Sonia Pawaria, Usha Panihar, Sajjan Pal

“…A total of 316 participants, aged 18- 40 years, who communicated in Hindi or English and consented to participate, were included. Data were collected using a self-structured questionnaire, the Nordic Musculoskeletal Questionnaire (NMQ) and the WAI. …”

Research Progress on Spectroscopic Analysis of Key Elements in Reprocessing of Spent Nuclear Fuel by Yan-lin WANG, Yu-ning YANG, Tao-xiang SUN

“…UV-Vis-NIR spectroscopy data acquisition is suitable for high-speed online monitoring, but the specificity and sensitivity in the near-infrared region are limited. …”
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CONCEPÇÕES ATRIBUÍDAS AO CORPO PELAS PROFESSORAS DO PRIMEIRO ANO DO ENSINO FUNDAMENTAL by Margareth Rocha Lima Matos, Nilma Margarida Castro Crusoé

“…Five (5) teachers were interviewed, responsible for the five existing classes. Semi-structured interviews and content analysis were used for data analysis.The results indicated that the body is recognized as important for these educators. …”
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Plastome phylogenomics unravels the evolutionary relationships and biogeographic history of Chloranthaceae by Peng-Wei Li, Yong-Bin Lu, Xin-Mei Qin, Qiang Zhang

“…Furthermore, our phylogenetic reconstruction based on plastome and nrDNA (18 S-ITS1-5.8 S-ITS2-26 S) data provided robust support for the intergeneric relationships, confirming the monophyly of each genus and resolving long-standing uncertainties in the intrageneric relationships of Chloranthus and Hedyosmum. …”
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Experiences of antibiotic use and healthcare access among migrants to the UK: a qualitative study by Luisa Silva, Amani Al-Oraibi, Shajwan Nanakali, Mayuri Gogoi, Osama Hassan, Isra Al-Sharabi, Pankhuri Sahare, Manish Pareek, Irtiza Qureshi, Laura B. Nellums

“…Data were analysed thematically and the study was informed by a Project Advisory Committee, with members from Doctors of the World and professionals who were previously refugees or asylum seekers. …”
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Empowering older adults in medication safety by Jennifer A. Stoll, Andrew D. Baumgartner, Laura A. Brady, Alexandria M. Wahler, Roopsy Kamboj, Robert G. Wahler, Ranjit Singh

“…Focus groups were recorded and transcribed verbatim. Data were initially analyzed deductively using the COM-B model of behavior change including capability, opportunity and motivation. …”
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Acquiring Pragmatic Competence during Short-Term Study Abroad: The Service Encounter Request by Todd Hernández, Paulo Boero

“…The data were collected through a discourse completion task (DCT) containing two request scenarios. …”
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EXPERIENCE OF USING THE PERPLEXITY AI-POWERED ANSWERING SYSTEM FOR EDUCA- TIONAL CONTENT GENERATION by Kateryna Osadcha, Maryna Osadcha

“…The majority of the generated educational content was well-structured, relevant, accurate, up-to-date, and informative, with source quality being ver- ifiable through the hyperlinks provided by the system. …”
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Digital health tools for hypertension self-management: evaluating user experience and effectiveness in referral hospital in Imo state by Ugonma Winnie Dozie, Gift Uchechi Daniel, Clara Ogechi Raphael, Kelechukwu Celestine Nosike Dozie, Chioma Judith Nnadede, Igwe Chidinma Nkem, Agwoko Anthony, Ikechukwu Nosike Simplicius Dozie

“…Methods This is a descriptive study design conducted in hospital setting with three hundred and thirty five (335) persons serving as the respondents. Data were obtained through the use of structured questionnaires and analyzed using the Statistical package for Social Sciences (SPSS) version 27.0 software to evaluate socio-demographic characteristics, user experience, effectiveness of digital health tools, factors influencing adoption and success, and their relationship with socio-demographic variables. …”
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Effectiveness of Patients’ Education and Telenursing Follow-Ups on Self-Care Practices of Patients With Diabetes Mellitus: Cross-Sectional and Quasi-Experimental Study by Mohammed Alsahli, Alaa Abd-alrazaq, Dalia M Fathy, Sahar A Abdelmohsen, Olfat Abdulgafoor Gushgari, Heba K Ghazy, Amal Yousef Abdelwahed

“…They were reminded via telephone follow-up communication of the importance of adhering to recommendations on physical activity, nutritional intake, and the management of blood sugar (ie, insulin). Data collection was undertaken using a structured quantitative questionnaire, encompassing sociodemographic characteristics, medical symptoms and history, and knowledge of DM. …”
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A workplace-based HIV self-testing intervention as a determinant for self-testing knowledge, beliefs, and use among unskilled workers in Wakiso Uganda by Gerald Mukisa Nsereko, Khamisi Musanje, Eron Robinah Ayesiga, Loyce Kiiza Kobusingye, Rhoda Namubiru, Moses Sempala, Christine Kiwala, Martin Mabunda Baluku

“…Methods A quasi-experimental one-group pretest-posttest design was conducted among 46 participants systematically and randomly selected. Data was collected via a validated structured self-administered questionnaire and analysed using the paired samples t-tests and hierarchical multiple regression analysis in SPSS v27. …”
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