A novel machine learning architecture to improve classification of intermediate cases in health: workflow and case study for public health by Bassel Hammoud, Aline Semaan, Lenka Benova, Imad H. Elhajj

“…In this work, we propose an ML architecture to improve the sensitivity of detecting patients in intermediate “hard-to-classify” classes. Methods The proposed architecture replaces a single classifier with a group of cascaded increasingly specialized classifiers: the ‘Human-like’, the ‘Segregating’, and the ‘Deep’ classifiers. …”
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Lessons learned from operationalizing the integration of nutrition-specific and nutrition-sensitive interventions in rural Ethiopia. by Girmay Ayana Mersha, Eshetu Zerihun Tariku, Wanzahun Godana Boynito, Meseret Woldeyohaness, Tadese Kebebe, Birhanu Wodajo, Stefaan De Henauw, Souheila Abbeddou

“…However, Integration of sectors were facing challenges in creating shared vision to improve nutrition status of children and women, distributing workload and equal commitment among sectors.…”
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The association between mHealth wearables and hypertension selfmanagement in African-born immigrants from medically underserved areas in the United States: a causal-comparative st... by Nelson Bryant

“…Results All 100 participants from nine MUAs were randomly divided into two equal groups. Group 1 used a smart watch (the mHealth group) to measure their blood pressure, whereas Group 2 (the usual care group) used an automated blood pressure monitor. …”
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Phenotypic variation of dairy cows’ hematic metabolites and feasibility of non-invasive monitoring of the metabolic status in the transition period by Silvia Magro, Angela Costa, Damiano Cavallini, Elena Chiarin, Massimo De Marchi

“…Therefore, mid-infrared spectroscopy (MIR) could be seen as a valid alternative.MethodsIn the present study, we used laboratory-determined reference blood data and milk spectra of 349 Holstein cows to (i) identify the non-genetic factors affecting the variability of major blood traits in healthy cows and, subsequently, (ii) test the predictive ability of milk MIR. …”
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FD-YOLO: A YOLO Network Optimized for Fall Detection by Hoseong Hwang, Donghyun Kim, Hochul Kim

“…While fall prevention is crucial, prompt intervention after a fall is equally necessary. Delayed responses can result in severe complications, reduced recovery potential, and a negative impact on quality of life. …”
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Effect of moderate-intensity exercise bouts lasting by Karani Magutah, Nilesh B Patel, Kihumbu Thairu

“…Body composition variables improved for both sexes (all p <0.05) and mean change between exercise regimes was comparable for both sexes.Conclusion In equal cumulative times, moderate-intensity exercise bouts lasting <10 min are comparable with current 30–60 min bouts in body composition modification for adults of ≥50 years.…”
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Developing the Short‐Form of Lymphedema Needs Questionnaire for Iranian Breast Cancer Patients by Mozhgan Kazemzadeh, Asiie Olfatbakhsh, Sara Dorri

“…Therefore, the purpose of this study is to develop a short‐form version of this questionnaire. Methods The questionnaire items were extracted from the Lymphoedema Needs Questionnaire‐Breast Cancer (LNQ‐BC). …”
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Quantitative online survey of self-perceived knowledge and knowledge gaps of medicines research and development among Finnish general public by Mirjami Tran Minh, Manu Tamminen, Jenni Tamminen-Sirkiä, Muntasir Mamun Majumder, Rubina Tabassum, Tuuli Lahti

“…The survey was carried out in Finland in 2019.Methods The survey was conducted as an online survey by Kantar TNS Gallup Forum online panel. …”
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Control of glycaemia and its related factors in patients with type 2 diabetes, north of Iran: generalized linear mixed models and prevalence of overdispersion in patients by Samaneh Hosseinzadeh, Saeideh Davar

“…Results: The results indicated that 93% of patients had an Index of Glycemic Control (IGC) equal to 3 in the first year, and this percentage decreased to 60.7% by the third year. …”
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Lyubov S. Tsvetkova. Activity and Personality in Neuropsychology by Natalya K. Korsakova, Marina V. Kalantarova

“…The article describes the development of the scientific school of restorative education of Luria — Tsvetkova, which proposes a methodology and systems of techniques and methods for restoring speech and the processes directly and immediately related to it, as well as other forms of mental activity, the psychological composition of which includes speech. …”
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Ginkgolide B Inhibits EMT and Promotes Pyroptosis in Gastric Cancer via AKT/mTOR Pathway by Lu X, Zhang Y, Wang R, Li Z

“…This study elucidates the anti-cancer properties of Ginkgolide B (GGB), a diterpenoid lactone derived from Ginkgo biloba, in both in vitro and in vivo models of GC.Methods and Results: Using AGS and HGC-27 cell lines, we assessed GGB’s impact on cellular proliferation, colony formation, migration, invasion, apoptosis, and pyroptosis. …”
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Defining the Influence of Age and Gender on Key Performance Metrics in Badminton by Titis Pambudi, FX Sugiyanto, Tomoliyus Tomoliyus, Ilham Ilham, Bekir Erhan Orhan, Vlad Adrian Geantă

“…Participants were grouped by age (9–10, 11–12, 13–14 years) and gender, ensuring equal representation. Over two months, data on smashing, lobbing, driving, footwork, and error rates were collected. …”
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Comparable Effects of Sleeve Gastrectomy and Roux-en-Y Gastric Bypass on Basal Fuel Metabolism and Insulin Sensitivity in Individuals with Obesity and Type 2 Diabetes by Katrine Brodersen, Michael F. Nielsen, Bjørn Richelsen, Esben S. Lauritzen, Einar Pahle, Jan Abrahamsen, Bolette Hartmann, Jens J. Holst, Niels Møller

“…Our data suggest that RYGB and SG improve basal fuel metabolism and two-step insulin sensitivity in the liver, muscle, and fat and seem equally favourable when investigated 2 months after surgery. …”
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Who do you know, or what do you know? Board intellectual capital components for non-profit board role fulfilment by Hanli Mulholland, Gert Human

“…Purpose: Nonprofit organisations (NPOs) are crucial in building stable and equal societies. NPOs remain under pressure due to increased societal needs and a competitive funding environment. …”
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Differential approach in selecting beta-adrenoblocker therapy for patients with chronic heart failure and anaemia by T. M. Uskach, A. G. Kochetov, S. N. Tereschenko

“…The participants were divided into 3 equally sized groups (n=30 per group) and treated with carvedilol, metoprolol, or nebivolol for 6 months. …”
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Experimental studies on vibrowave processes in utilization technology of combine harvester parts (case study: guide pulleys) by Anatoly P. Babichev, Vladimir N. Vesnin, Alina A Akulova, Alexander N. Mikhaylov

“…The samples are contaminated approximately equally. The rollers are weighed. The treatment is performed in the vibration hydrocarbon gas unit 4×10. …”
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Electroacupuncture Mechanisms in Managing Preoperative Anxiety and Postoperative Pain Chronification: A Review by Erasmus S, Lyu Z, Zhou J, Fang J, Liang Y

“…Shannah Erasmus,1,* Zhengyi Lyu,2,* Jie Zhou,3 Jianqiao Fang,3 Yi Liang3 1International Education College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China; 2The Third Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China; 3Department of Acupuncture, The Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China*These authors contributed equally to this workCorrespondence: Yi Liang, Department of Acupuncture, The Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, People’s Republic of China, Email liangyiwww@126.comIntroduction: Postoperative hyperalgesic priming, exacerbated by preoperative anxiety, complicates pain management and recovery. …”
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The knowledge translation status in selected Eastern-Mediterranean universities and research institutes. by Katayoun Maleki, Randah R Hamadeh, Jaleh Gholami, Ahmed Mandil, Saima Hamid, Zahid Ahmad Butt, Abdulaziz Bin Saeed, Dalia Y M El Kheir, Mohammed Saleem, Sahar Maqsoud, Najibullah Safi, Ban A Abdul-Majeed, Reza Majdzadeh

“…The remaining domains were more or less equal in strength and were not in a favorable state. …”
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Variants for dosing of rocuronium taken into obesity during general anesthesia in gynecological laparoscopic surgery by E. V. Polovnikov, N. L. Elizar’eva, A. N. Shmakov, V. N. Kokhno

“…The objective was to identify the optimal method of dosing the muscle relaxant rocuronium during gynecological laparoscopic surgery in obese patients.Materials and methods. …”
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Treatment Approaches, Risk Factors, and Perinatal Outcomes in Pregnancy Complicated by Nephrolithiasis: A Single-Center Retrospective Study by Chen X, Ni RL, Lv BQ

“…This study aimed to investigate various treatment approaches for nephrolithiasis during pregnancy, identify the associated risk factors, and evaluate perinatal outcomes.Methods: A retrospective analysis was conducted on the clinical treatment of 208 patients diagnosed with nephrolithiasis during pregnancy, admitted to Fujian Maternal and Child Health Hospital, China, between January 2020 and December 2023. …”
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