Machine Learning-Based Diabetes Risk Prediction Using Associated Behavioral Features by Ayodeji O. J. Ibitoye, Joseph D. Akinyemi, Olufade F. W. Onifade

“…In this work, we explored feature importance and correlation to derive the top 15 feature pairs from a dataset of 263,882 samples of anonymized patient information. These top-15 feature pairs were fed into five different ML models (decision tree (DT), neural networks (NN), random forest (RF), support vector machine (SVM) and extreme gradient boosting (XGB)) for predicting the likelihood of diabetes, while also feeding the direct features (without correlated pairing) separately into the same 5[Formula: see text]ML models. …”
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The Great Curse: Excommunication, Canon Law and the Judicial System in Late Medieval Society, Through the Eyes of an English Preacher by Leo Carruthers

“…On devine chez l’auteur anonyme un curé de paroisse, voire un chanoine augustin, ayant probablement suivi une formation juridique ; en tout cas il fait montre d’un intérêt particulier pour la question.…”
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A deep learning‐based framework to identify and characterise heterogeneous secure network traffic by Faiz Ul Islam, Guangjie Liu, Weiwei Liu, Qazi Mazhar ul Haq

“…Abstract The evergrowing diversity of encrypted and anonymous network traffic makes network management more formidable to manage the network traffic. …”
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A data-driven semi-parametric model of SARS-CoV-2 transmission in the United States. by John M Drake, Andreas Handel, Éric Marty, Eamon B O'Dea, Tierney O'Sullivan, Giovanni Righi, Andrew T Tredennick

“…The model accounts for the effects on transmission of human mobility using anonymized mobility data collected from cellular devices, and of difficult to quantify environmental and behavioral factors using a latent process. …”
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The current problems of the digital reflection of social reality: rethinking scientific concepts by M. Kibakin, S. Grishaeva

“….); representation of the distorted virtual image for communications, hyperactivity in the appeal to various resources (“Internet surfing”) and also prevalence of motivators and estimated means – anonymous comments, “likes”, posts, reposts, symbolical encouragement and awards. …”
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Parental perception of male circumcision: a local cross sectional study in a Muslim community by Abdullatif K. Al-Maghlouth, Ossama M. Zakaria

“…Methods A specially designed anonymous cross-sectional questionnaire was distributed randomly among participants of a local Muslim community. …”
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Disentangling the Pros and Cons of Flexible Work Arrangements: Curvilinear Effects on Individual and Organizational Outcomes by Laura Petitta, Valerio Ghezzi

“…., organizational social support, organizational justice, affective organizational commitment). Anonymous survey data were collected in 2021 from 1061 in-person and flexible workers nested within 100 Italian organizations. …”
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Expert-analytical Support of Foreign Policy Activities by A. A. Varfolomeev, O. P. Ivanov, I. V. Surma, Y. A. Trefilova

“…The survey and interviews were anonymous. The research is within structural-functional, institutional and regulatory approaches. …”
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A survey of obstetric ultrasound uses and priorities for artificial intelligence-assisted obstetric ultrasound in low- and middle-income countries by Amy Sarah Ginsburg, Zylee Liddy, Eren Alkan, Kayla Matcheck, Susanne May

“…To better understand current uses of OBUS in low- and middle-income countries and perceptions regarding potential use of artificial intelligence (AI)-assisted OBUS, we conducted an anonymous online global survey. A total of 176 respondents representing 34 countries participated, including 41% physicians, 49% nurses or midwives, and 6% ultrasound technicians. …”
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The Burden of NAFLD and Its Characteristics in a Nationwide Population with Type 2 Diabetes by Gabriele Forlani, Carlo Giorda, Roberta Manti, Natalia Mazzella, Salvatore De Cosmo, Maria Chiara Rossi, Antonio Nicolucci, Paolo Di Bartolo, Antonio Ceriello, Pietro Guida, AMD-Annals Study Group

“…Clinical data of 94,577 T2DM patients were retrieved from 160 diabetes clinics in Italy in a standardized format and centrally analyzed anonymously. After exclusion of 5967 cases (high or uncertain alcohol intake), in 38,880 the Fatty Liver Index (FLI) was used as a proxy for the diagnosis of NAFLD. …”
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Assessing safety and efficacy of flexible ureteroscopy and laser lithotripsy in elderly patients by Jeffer D. Álvarez-Villarraga, Herney A. García-Perdomo, Héctor A. Ramírez-Vásquez, Jorge E. Palacios-Riascos, Andrea López-Sanmiguel

“…Materials and methods: In this retrospective, multicenter observational study, we collected the anonymized clinical data of patients who underwent F-URS at two institutions in Cali, Colombia between June 2015 and May 2018. …”
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Novel Technique of Gap Waveguide Cavity Resonator Sensor with High Resolution for Liquid Detection by Ammar Alhegazi, Zahriladha Zakaria, Noor Azwan Shairi, Muhammad Ramlee Kamarudin, Rammah A. Alahnomi, AzieanMohd Azize, Wan Haszerila Wan Hassan, AmyrulAzuanMohd Bahar, Ahmed Jamal Abdullah Al-Gburi

“…The analysis of these changes in the electric field behaviours leads to identifying the dielectric properties of the LUT. The anonymous dielectric characteristics of LUT, permittivity, and loss tangent formulas are derived utilising the polynomial fitting approach. …”
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Modelling Improvements in Cell Yield of Banked Umbilical Cord Blood and the Impact on Availability of Donor Units for Transplantation into Adults by Natasha Kekre, Jennifer Philippe, Ranjeeta Mallick, Susan Smith, David Allan

“…The impact of improved cell yield on the number of available UCB units was simulated using 21 consecutive anonymous searches. The number of suitable UCB units was calculated based on hypothetical recipient weight of 50 kg, 70 kg, and 90 kg and was repeated for a 10%, 20%, and 30% increase in the fraction of cells surviving storage. …”
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Nature deficit and technology overuse in childhood. A correlational study by gender of its influence on sustainable identity construction in childhood by Sara Serrate González, Judit Alonso del Casar, Carmen Patino Alonso, José Manuel Muñoz Rodríguez

“…The main aim is to identify their preferences and, based on their perceptions, analyse whether there are differences by gender in how they approach free time: whether they use technology or not, whether they prioritise the street and natural spaces, and whether effects are observed in their identity construction. An anonymous, self-administered quantitative survey using a structured questionnaire was performed. …”
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The role of leadership qualities of the management in preserving and ensuring the functionality of relocated Ukrainian higher education institutions during the war by Kristina Petryk, Tetiana Mukhina, Karyna Koval, Nadiia Vientseva, Anzhelika Lesyk, Olha Popova, Tetiana Fatianova

“…The research methods included an anonymous online questionnaire of 162 academic staff members from Berdiansk State Pedagogical University and Melitopol State Pedagogical University named after Bohdan Khmelnytsky. …”
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Digital Recording and Documentation of Endoscopic Procedures: Do Patients and Doctors Think Alike? by Nadav Willner, Maya Peled-Raz, Dan Shteinberg, Michal Shteinberg, Dean Keren, Tova Rainis

“…Outpatients presenting to the endoscopy unit at our institution for an endoscopy examination were anonymously surveyed, regarding their views and opinions of a possible recording of the procedure. …”
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Intention to utilize mental health and suicide prevention resources in a community sample during the first year of the COVID-19 pandemic by Lisa J. Cohen, Rawad El Hayek, Benedetta Imbastaro, Inna Goncearenco, Sifan Zheng, Megan L. Rogers, Maurizio Pompilli, Igor Galynker

“…Methods A sample of 1,978 adults in the United States completed an anonymous online survey between June 2020 and February 2021. …”
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Effectiveness of midwife/nurse-led non-invasive uterine massage in preventing postpartum haemorrhage: a quantitative systematic review protocol by Puangpaka Kongvattananon, Boonsurb Sosome, Sopen Chunuan, Treechada Punsomreung, Panida Varachanonth, Patraporn Bhatarasakoon

“…Studies will be pooled in a statistical meta-analysis using JBI System for the Unified Management, Assessment and Review of Information or other software where possible.Ethics and dissemination This systematic review does not require formal ethical approval because all data will be analysed anonymously. The results will provide an overall review and evidence of midwife/nurse-led non-invasive uterine massage intervention in preventing PPH. …”
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BanglaBlend: A large-scale nobel dataset of bangla sentences categorized by saint and common form of bangla languageMendeley Data by Umme Ayman, Chayti Saha, Azmain Mahtab Rahat, Sharun Akter Khushbu

“…To achieve the best data quality, rigorous pre-processing techniques such as anonymization and duplication removal were used. The style designations were extensively validated in three steps to ensure correctness. …”
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Public knowledge of early stroke symptoms in the Vilnius region by A. Atkočiūnas, M. Mačionytė, R. Mameniškienė

“…This study aims to assess public stroke awareness and its change since 2019. Methods. An anonymous cross-sectional study involving 300 Vilnius residents was conducted in 2022, the results of which were compared with the data of 502 respondents in 2019. …”
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