ROLLING BEARING FAULT DIAGNOSIS BASED ON UNIFORM DISTANCE LOCAL LINEAR EMBEDDING (MT) by GU Ye, CAI HouDao

“…The experimental results show that UDLLE can obtain more effective low-dimensional features than some other methods, reduce the difficulty of subsequent diagnosis and improve the fault diagnosis accuracy.…”
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Magnitude and Associated Factors of Burnout Syndrome Among Healthcare Professionals Workers in Intensive Care Units, Addis Ababa, Ethiopia, 2023 by Mustofa Hassen Yesuf MD, MPH, Zewdie Aderaw Alemu PhD, Abdurehman Seid Mohammed BSC, MPH, PMAE, Natnael Fekadu Tekle MD, Solyana Haileselassie Admassie MD, Getachew Mekete Deress MSC

“…A systematic random sampling method was used to select participants. The standardized Maslach Burnout Inventory questionnaire was employed to collect the data. …”
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A study on forest fire risk assessment in jiangxi province based on machine learning and geostatistics by Jinping Lu, Mangen Li, Yaozu Qin, Niannan Chen, Lili Wang, Wanzhen Yang, Yuke Song, Yisu Zheng

“…WoE was employed to select negative samples, which were compared with those obtained using traditional random sampling methods. …”
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Mobile phone bacterial contaminations, associated factors and antimicrobial susceptibility pattern of bacteria isolates from health professionals’ working in public health faciliti... by Alqeer Aliyo, Chaltu Bekele, Tibeso Gemechu, Wako Dedecha, Mekdes Getachew

“…Thus, nosocomial infections are a significant health problem that affects more than a quarter of patients worldwide, particularly in developing countries. …”
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Constraint analysis of cabbage farmers in Khordha district of Odisha, India by Kiran Sourav Das, Bishnupriya Mishra, Abhishek Naik, Rebba Kishore Kumar, Shilpa Bahubalendra, Soubhagya Kumar Sahoo

“…Responses were collected pertaining to the constraints along a 3-point continuum, and analysed based on their severity using Rank Based Quotient (RBQ) method. They were        categorised into four categories; technical, economic, infrastructural, and cultural constraints. …”
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Examining the relationship between nursing staff demographics, work characteristics, and toxic leadership in Saudi Arabia: a cross-section approach by Nada Alqarawi, Ibrahim Alasqah, Awadh Shaman Al Harbi, Cris S. Adolfo, Joseph U. Almazan

“…This study examined the relationship between demographics, work characteristics, and perceived toxic leadership among nurses in working in healthcare settings in Saudi Arabia. Methods A descriptive cross-sectional survey was conducted with 691 nurses working in various healthcare settings across Saudi Arabia using a convenience sampling method. …”
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The role of the macrophage polarization type in the pathogenesis of endometrioid disease by Y. А. Orlova, A. М. Gromova, O. Ye. Akimov, O. М. Ketova

“…To determine the type of macrophage polarization (M1/M2) and the quantitative activity of their marker enzymes (iNos/Arg1) in the endometrium and peritoneal fluid in endometrioid disease. Materials and methods. The total number of reproductive age (30.95±6.49) women enrolled in the study was 80. …”
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A Nutritional and Anthropometric Analysis of the Double Burden of Malnutrition in Children Under Two in Madagascar by Rosita Rotella, María Morales-Suarez-Varela, Agustín Llopis-Gonzalez, Jose M. Soriano

“…A systematic random sampling method was used to choose the 500 women to invite to participate from the approximately 5000 who formed the pool of potential participants. …”
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Perception and Knowledge of Hospital Workers Toward Using Artificial Intelligence: A Descriptive Study by Ahmad R. Al‐Qudimat, Mohammad R. Alqudimat, Kalpana Singh, Zainab E. Fares, Mohammed Ismail, Hesham E. Yasin, Raed M. Al‐Zoubi, Omar M. Aboumarzouk

“…A convenience sampling method was used to recruit participants, and data were collected via an anonymous online questionnaire distributed through email and WhatsApp, with hard copies provided as needed. …”
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Complementary feeding and caregiver sleep: findings from a representative survey in Chongqing, China by Ya Shi, Ya Shi, Shengping Li, Junping Chen, Xiangying Su, Zumin Shi, Yan Zhao, Jiaxin Guo, Jiaxin Guo, Yong Zhao, Yong Zhao, Nianrong Wang

“…This study aims to confirm that correct complementary feeding (CCF) practices are complex and crucial, and they can also influence the development of healthy sleep patterns in infants’ caregivers.MethodsUsing a convenience sampling method, we identified a cohort of Chongqing caregiver-infant pairs (CQ CG-Inf P). …”
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Knowledge, attitude, and practice of nurses in ICU on preventing ventilator-associated pneumonia: a cross-sectional study in Gansu Province, China by Xiarong Li, Xiaoliang Zhang, Yujuan Feng, Ziyan Yao, Yi Sun, Lingna Zhang, Haojun Zhang, Junling Wang

“…This study aimed to investigate the current status and influencing factors of ICU nurses’ knowledge, attitudes, and practices regarding VAP prevention in Gansu Province, and to provide a basis for improving the effectiveness of VAP prevention.MethodsA stratified random sampling method was used to select 600 ICU nurses from 24 hospitals in Gansu Province as study participants. …”
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Exploring healthcare workers’ immunisation behaviour towards COVID-19 vaccines through psychological patterns by Nour El Houda Benkaddour, Sara Ramdani, Hind Khalil, Asmae Lekfif, Naima Abda, Bouchra Oneib, Yassamine Bentata

“…A snowball sampling method was used to select the participants who were administered a questionnaire. …”
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Investigating the Incidence of Malignant and Premalignant Oral Lesions in Patients Referr ing to Health Centers of Sari: A Six-Year Study by Anahita Ghorbani, Ali Jafari, Abolfazl Hosseinnataj, Atena Shiva, Seyed Mohammad Mehdi Ghaffari Hamedani, Anahita Lotfizadeh, Tahereh Molania

“…Sampling was performed using a census method, based on records from private offices of oral pathologists, oral medicine specialists, oral and maxillofacial surgeons, and the Mazandaran Comprehensive Cancer Center. …”
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The impact of information technology applications on the quality of life of disabled older adults in nursing homes in China: a qualitative study by Hong Zhang, Xiaoyan Liao, Shuang Liang, Lifang Tong, Jun Shen, Bin Peng, Lin Wu, Lu Gao, Qianying Jia, Liu Ren, Lanyue Luo, Yixin Wang, Xiaoli Zhang

“…This study explores the adaptation process and experiences of disabled older adults with the use of information technology in nursing homes from four perspectives: physiological, psychological, social, and environmental, and examines its impact on their quality of life.MethodsAn interpretative phenomenological approach was adopted, with purposive sampling used to recruit participants. …”
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Petroleum Jelly Versus Tea Tree Oil and Tea Tree Facial Wash Lid Scrub in Patients with Blepharitis Associated with Above-normal Demodex Count by Karen Angela L. Tiuseco, MD, Ruben Lim Bon Siong, MD, Johann Michael Reyes, MD, Eleonor B. Iguban, MD

“…Digital photographs of the lid margins were taken. Lash sampling was done using the modified Coston method for lash epilation. …”
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Prevalence and characteristics of tobacco use among adults in Kazakhstan: A cross-sectional National Survey by Anel Ibrayeva, Marat Shoranov, Rassulbek Aipov, Adil Katarbayev, Shynar Tanabayeva, Ildar Fakhradiyev

“…A total of 6720 adults aged 18–69 years participated, selected using a weighted multistage cluster sampling method. Data were collected through structured interviews based on the WHO STEPwise approach. …”
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MC-ASFF-ShipYOLO: Improved Algorithm for Small-Target and Multi-Scale Ship Detection for Synthetic Aperture Radar (SAR) Images by Yubin Xu, Haiyan Pan, Lingqun Wang, Ran Zou

“…Furthermore, comparative experiments show that our method outperforms mainstream models. Even under high-confidence thresholds, MC-ASFF-ShipYOLO is capable of predicting more high-quality detection boxes, offering a valuable solution for advancing SAR ship detection technology.…”
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Need for nurses’ education on pressure ulcer prevention in bedridden patients at the General Reference Hospital, Kinshasa, DRC by Jean-Paul DIWOTO DOWO, Nsopa Emilie Kulembidila, Tshimbila Franck Kabambi, Lumonansoni Benjamin Lumbanziladio, Mademvo Oscar Ngoma, Ntela Simon-Decap Mabakutuvangilanga, Jiwe Jean-Pierre Amuli

“…Interviews were transcribed and analysed thematically to identify common patterns and expressed needs. This method enabled a rich, contextual understanding of the nurses’ perspectives. …”
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Analyzing latent categories of stress, anxiety, and depression in medical students: insights into their psychological resilience by Huang Lei, Huang Lei, Jiang Jiaming, Huang Bin, Yuwen Lyu, Liu Junrong, Lawrence T. Lam, Chen Yufei

“…Data processing was conducted using latent category analysis, contingency table analysis, logistic regression, and other methods.ResultThree subgroups for stress and depression, and two subgroups for anxiety were obtained. …”
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Artificial intelligence–based diabetes risk prediction from longitudinal DXA bone measurements by Sulaiman Khan, Zubair Shah

“…To handle class imbalance, we augmented our data using Synthetic Minority Over-sampling Technique (SMOTE) and SMOTEENN (SMOTE with Edited Nearest Neighbors), and to further investigated the association between bones data features and diabetes status, we employed ANOVA analytical method. …”
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