Cross-evaluation of wearable data for use in Parkinson’s disease research: a free-living observational study on Empatica E4, Fitbit Sense, and Oura by Haakon Reithe, Brice Marty, Juan C. Torrado, Elise Førsund, Bettina S. Husebo, Ane Erdal, Simon U. Kverneng, Erika Sheard, Charalampos Tzoulis, Monica Patrascu

“…Method The study included participants with PD (N = 15) and neurologically healthy controls (N = 16). …”
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Dynamic selectout and voting-based federated learning for enhanced medical image analysis by Saeed Iqbal, Adnan N Qureshi, Musaed Alhussein, Khursheed Aurangzeb, Atif Mahmood, Saaidal Razalli Bin Azzuhri

“…Nevertheless, FL faces difficulties with agent/client participation, model performance, and the heterogeneous nature of networked data sources when it comes to distributed healthcare systems. …”
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Pengkondisian Sinyal Electromyography sebagai Identifikasi Jenis Gerakan Lengan Manusia by Rizal Maulana, Rekyan Regasari Mardi Putri

“…Electromyography (EMG) is one method in biomedical field that can be used to record biomedical signal to gain the information about arm muscle activity. …”
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Modeling pine forest growing stock volume in subtropical regions of China using airborne Lidar data by Zige Lan, Xiandie Jiang, Guiying Li, Yagang Lu, Hongwen Yao, Dengsheng Lu

“…More research is needed to quantitatively examine different contribution of sample sizes, modeling algorithms, variables from different sources, and stratification factors on modeling results, so that we can design an optimal procedure for GSV modeling using airborne Lidar data.…”
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Manufacturing Process Development for <i>Bison bison</i> Organ-Specific Lyophilized Extracts: Formulation and Benchmarking of Antioxidant Activities for Nutraceutical Preparations by Alexandre Porcello, Kim Girardet, Basste Hadjab, Kelly Lourenço, Corinne Scaletta, Philippe Abdel-Sayed, Nathalie Hirt-Burri, Lee Ann Applegate, Alexis E. Laurent

“…Lyophilized organ extracts from livestock such as beef or elk are widely commercially proposed as animal-sourced nutraceuticals. Such preparations contain blends of vitamins and nutrients that may be employed for general or specific dietary supplementation. …”
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Factors associated with the export of traditional Chinese medicinal products: A stochastic frontier analysis. by Ying Chen, Shuduo Zhou, Zhongfei Pei, Weili Zhao, Jian Yang, Yunxuan Hu, Xiangning Feng, Ming Xu

“…The export value data was sourced from the China Chamber of Commerce for Import and Export of Medicines and Health Products. …”
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Cost-effectiveness analysis of penpulimab plus carboplatin-paclitaxel as first-line treatment for metastatic squamous non-small-cell lung cancer in China by Luwei Wang, Jiasheng Chen, Lihui Lin, Xiaowei Huang

“…Clinical efficacy data were sourced from the AK105-302 trial, while drug costs were derived from national tender prices. …”
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Are tailored primary care services for social inclusion good value for money? A health economics evaluation with Monte-Carlo probabilistic sensitivity analysis comparing tailored s... by Síle Kelly, Anne Dee, Patrick O’Donnell

“…The analysis compares cost outcomes between SEP who have access to a tailored SIPC service with those who do not. Methods A cost analysis of the part-time SIPC service, based on available Irish-sourced data on the usage and costs of acute care in the Health Service Executive (HSE), and a literature review were used to identify the cost and outcome parameters of the economic framework. …”
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WHO Framework Convention on Tobacco Control Articles 9 and 10 implementation for sustainable tobacco control—a scoping review protocol by Sonu Goel, Diksha Walia, Priyobrat Rajkhowa, Chirag Goel

“…Through an exhaustive search strategy, relevant literature published from 2013 onwards will be sourced from databases including PubMed, CINAHL, EMBASE, Web of Science, Scopus, government websites, and reports. …”
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A real-world pharmacovigilance study of omalizumab using disproportionality analysis in the FDA adverse drug events reporting system database by Yongfu Song, Zhuang Wang, Na Wang, Xiaofei Xie, Tieshi Zhu, Yongji Wang

“…We assessed the significance of the association between omalizumab and adverse events using four distinct methods of disproportionality analysis. Furthermore, we analyzed adverse events across gender and age subgroups. …”
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BED-YOLO: An Enhanced YOLOv10n-Based Tomato Leaf Disease Detection Algorithm by Qing Wang, Ning Yan, Yasen Qin, Xuedong Zhang, Xu Li

“…Traditional diagnostic methods rely on expert visual inspection, which is not only laborious but also prone to subjective bias. …”
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Real-Time Detection of Forest Fires Using FireNet-CNN and Explainable AI Techniques by Gazi Mohammad Imdadul Alam, Naima Tasnia, Tapu Biswas, Md. Jakir Hossen, Sharia Arfin Tanim, Md Saef Ullah Miah

“…The model was evaluated using two augmented datasets: Dataset A and Dataset B, which consist of fire and non-fire images sourced from multiple video and image datasets. FireNet-CNN&#x2019;s architecture, which includes 2.75 million parameters and a compact model size of 10.58 MB, has been meticulously optimized for fire detection tasks. …”
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Evaluating the generalisability of region-naïve machine learning algorithms for the identification of epilepsy in low-resource settings. by Ioana Duta, Symon M Kariuki, Anthony K Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Daniel M Mwanga, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Josemir W Sander, Charles R Newton, Arjune Sen, Gabriel Davis Jones

“…Here, we use a novel approach to assess the suitability and applicability of such clinical tools to aid screening and diagnosis of active convulsive epilepsy in settings beyond their original training contexts.<h4>Methods</h4>We sourced data from the Study of Epidemiology of Epilepsy in Demographic Sites dataset, which includes demographic information and clinical variables related to diagnosing epilepsy across five sub-Saharan African sites. …”
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Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt by Mohammed Aly, Abdullatif Ghallab, Islam S. Fathi

“…This combined model outperforms current diagnostic methods. Our framework was applied to primary MRI data sourced from the National Cancer Institute in Cairo, Egypt, and Brast2013/2015. …”
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Extraction of typical oyster pile columns in the Maowei Sea, Beibu Gulf, based on unmanned aerial vehicle laser point cloud orthophotos by Jinze Du, Jinze Du, Meiqin Huang, Zhenjun Kang, Zhenjun Kang, Zhenjun Kang, Yichao Tian, Yichao Tian, Yichao Tian, Jin Tao, Jin Tao, Qiang Zhang, Qiang Zhang, Yutong Xie, Yutong Xie, Yutong Xie, Jinying Mo, Jinying Mo, LiYan Huang, LiYan Huang, Yusheng Feng, Yusheng Feng

“…Pile culture is a breeding method commonly used for oyster seedlings in the intertidal zone of southern China. …”
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IMPLEMENTASI APLIKASI TAPROSE TEMANKU HUMAS KOMINFO KABUPATEN TIBAN by Early Azza Bening Brillianti, Pratiwi Wahyu Widiarti

“…This study used descriptive method with a qualitative approach. In determining the informants, researcher uses purposive sampling techniques. …”
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Isolation and identification of an alginate lyase-producing marine bacterium strain and its enzymological characteristics by TANG Haiqing, OU Changrong, ZHENG Xiaodong

“…The enzymological characteristics of alginate lyase from the strain QZ-4 were determined by ultraviolet (UV) method, including the optimal temperature, pH, thermal and pH stability, metal ions and ethylene diamine tetraacetic acid (EDTA) tolerance, etc.The results showed that the strain QZ-4 was a Gram-negative rod bacterium. …”
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Nutritional value antioxidant strength and antimicrobial efficacy of fig pastes from eastern morocco by Aziz Tikent, Khawla Bouaouda, Salah Laaraj, Mohamed Chebaibi, Hanane Choubbane, El Hassania Loukili, Kaoutar Elfazazi, Mohamed Bouhrim, Ramzi A. Mothana, Omar M. Noman, Bruno Eto, Ahmed Elamrani, Mohamed Addi

“…Abstract Figs are delectable, beneficial, nutritious, and seasonal; nevertheless, they deteriorate quickly, making processing the optimal method for preservation. Drying figs is the most practical and efficient way to preserve them. …”
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Hereditary Colorectal Cancer Syndromes: Small Bowel Cancer Risk and Endoscopic Surveillance Strategies by Edoardo Borsotti, Francesca Laura Nava, Felice Benedicenti, Laura Cini, Andrea Magarotto, Davide Ferrari, Paolo Cantù, Marco Vitellaro, Emanuele Rausa, Federica Cavalcoli

“…This review aims to evaluate and compare current endoscopic techniques for small bowel surveillance in these patients. <b>Methods:</b> A comprehensive review was conducted using peer-reviewed studies sourced from PubMed. …”
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Comparative efficacy of dietary interventions for glycemic control and pregnancy outcomes in gestational diabetes: a network meta-analysis of randomized controlled trials by Jiaoyang Di, Jingjing Fan, Fangxu Ma

“…Data were sourced from PubMed, MEDLINE, Embase, Web of Science, and CNKI up to September 3, 2024. …”
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