Deciphering the role of metal ion transport-related genes in T2D pathogenesis and immune cell infiltration via scRNA-seq and machine learning by Zuhui Pu, Zuhui Pu, Tony Bowei Wang, Ying Lu, Ying Lu, Zijing Wu, Zijing Wu, Yuxian Chen, Ziqi Luo, Xinyu Wang, Lisha Mou, Lisha Mou

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Postharvest Shading Modulates Saccharide Metabolic Flux and Enhances Soluble Sugar Accumulation in Tobacco Leaves During Curing: A Targeted Glycomics Perspective by Kesu Wei, Yan Wang, Dong Xiang, Lei Yang, Yijun Yang, Heng Wang, Jiyue Wang, Shengjiang Wu, Yonggao Tu, Chenggang Liang

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A peer-support lifestyle intervention for preventing type 2 diabetes in India: A cluster-randomized controlled trial of the Kerala Diabetes Prevention Program. by Kavumpurathu R Thankappan, Thirunavukkarasu Sathish, Robyn J Tapp, Jonathan E Shaw, Mojtaba Lotfaliany, Rory Wolfe, Pilvikki Absetz, Elezebeth Mathews, Zahra Aziz, Emily D Williams, Edwin B Fisher, Paul Z Zimmet, Ajay Mahal, Sajitha Balachandran, Fabrizio D'Esposito, Priyanka Sajeev, Emma Thomas, Brian Oldenburg

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Ambulatory Oxygen for Pulmonary Fibrosis (OxyPuF): a randomised controlled trial and acceptability study by Rachel L Adams, Alisha Maher, Nicola Gale, Anjali Crawshaw, David Thickett, Alice M Turner

“…Primary outcome was a quality-of-life questionnaire validated in pulmonary fibrosis, the King’s Brief Interstitial Lung Disease questionnaire, measured at 6 months. …”
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Identification of sepsis biomarkers through glutamine metabolism-mediated immune regulation: a comprehensive analysis employing mendelian randomization, multi-omics integration, an... by Zhuang’e Shi, Fuping Wang, Lishun Yang, Lishun Yang, Couwen Li, Bing Gong, Ruanxian Dai, Guobing Chen

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Can We Teach Machines to Select Like a Plant Breeder? A Recommender System Approach to Support Early Generation Selection Decisions Based on Breeders’ Preferences by Sebastian Michel, Franziska Löschenberger, Christian Ametz, Herbert Bistrich, Hermann Bürstmayr

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Determinants and risk prediction models for frailty among community-living older adults in eastern China by Lin Qi, Lin Qi, Jianyu Liu, Xuhui Song, Xinle Wang, Mengmeng Yang, Xinyi Cao, Yan He

“…Predictive models were constructed using decision trees, random forests, and XGBoost algorithms, implemented in R software (version 4.4.2). …”
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Burnout protective patterns among oncology nurses: a cross-sectional study using machine learning analysis by Ana Rocha, Cristina Costeira, Raul Barbosa, Florbela Gonçalves, Miguel Castelo-Branco, Joaquim Viana, Margarida Gaudêncio, Filipa Ventura

“…Statistical analyses were performed using SPSS and machine learning tools, specifically KMeans clustering and Random Forest algorithms. Results Six protective patterns against burnout were identified, characterized by conditions of permanent contracts, work-life balance, and supportive work environments. …”
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Preferential Lineage-Specific Differentiation of Osteoblast-Derived Induced Pluripotent Stem Cells into Osteoprogenitors by Casey L. Roberts, Silvia S. Chen, Angela C. Murchison, Rebecca A. Ogle, Michael P. Francis, Roy C. Ogle, Patrick C. Sachs

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Principles of physical factor selection in the early postoperative period of breast cancer treatment: a randomized controlled study by Inna S. Evstigneeva

“…Current models of onco-rehabilitation do not consider the patient’s functional impairment during combined treatment until the patient becomes incapacitated and the impairment develops into a chronic condition. AIM. To develop algorithms for selecting physical factors depending on the clinical and functional state of patients after radical surgical treatment of breast cancer (BC) in the early postoperative period. …”
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Design of an intelligent AI-based multi-layer optimization framework for grid-tied solar PV-fuel cell hybrid energy systems by Prashant Nene, Dolly Thankachan

“…The proposed model has decreased NPC by 27.5 %, COE by 18.2 %, and battery life by 30.2 %. The results validate its capability when compared against traditional methods such as Genetic Algorithms and Particle Swarm Optimization. …”
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Social Media Suicide Watch by Katherine Prothro

“…However, the Samaritan’s Radar app did not notify users that an algorithm was analyzing their content for signs of distress. …”
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Artificial intelligence in prostate cancer by Wei Li, Ruoyu Hu, Quan Zhang, Zhangsheng Yu, Longxin Deng, Xinhao Zhu, Yujia Xia, Zijian Song, Alessia Cimadamore, Fei Chen, Antonio Lopez-Beltran, Rodolfo Montironi, Liang Cheng, Rui Chen, Yuanyuan Ji

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On Process Model Synthesis Based on Event Logs with Noise by A. A. Mitsyuk, I. S. Shugurov

“…The real-life event logs often contain noise of different types. …”
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Dysphagia after stroke by D. O. Gromova, V. V. Zakharov

“…The paper gives international algorithms for the clinical and instrumental evaluation of swallowing function and the diagnosis of aspiration. …”
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基于遗传算法的可控螺旋角锥齿轮传动的优化设计 by 李铁军, 朱成实, 叶龙

“…The traditional copying process method of cutting bevel gear produces large error, which leads to allocate load unequally and short the life of gear. However, Variable helix angle bevel gear （VHABG） is a new kind of gear based on numerical control technology. …”
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Modeling Multicellular Systems Using Subcellular Elements by T. J. Newman

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Identifying Bots in Social Networks Using the Example of LiveJournal by A. A. Kochkarov, N. V. Kalashnikov, R. A. Kochkarov

“…For this, we investigated the characteristics of the user’s egograph and performed a comparative analysis of the results of the classification algorithms.…”
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Privacy of Data Against the Challenges of Information Technology from the Perspective of the Normative Regulation of GDPAR – Aspects of Security During the Processing of Personal D... by Yllka Rupa

“…Information technology has transformed the economy and social life by influencing the creation of a global order controlled by algorithms. …”
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Current therapy of interstitial pneumonia associated with systemic scleroderma by L. P. Ananieva

“…A significant progress has been made in recent years in management of severe systemic scleroderma (SSD) manifestations, such as Raynaud’s phenomenon, renal crisis, and pulmonary arterial hypertension, subsequently improving survival and quality of life. At the same time, treatment algorithms for interstitial lung damage in SSD have not yet been developed. …”
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