Accelerated Bayesian optimization for CNN+LSTM learning rate tuning via precomputed Gaussian process subspaces in soil analysis by Xiaolong Chen, Hongfeng Zhang, Cora Un In Wong, Zhengchun Song

“…PurposeWe propose an accelerated Bayesian optimization framework for tuning the learning rate of CNN+LSTM models in soil analysis, addressing the computational inefficiency of traditional Gaussian Process (GP)-based methods. …”
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Lisdexamfetamine in the treatment of moderate-to-severe binge eating disorder in adults: systematic review and exploratory meta-analysis of publicly available placebo-controlled, r... by Fornaro M, Solmi M, Perna G, De Berardis D, Veronese N, Orsolini L, Ganança L, Stubbs B

“…Study eligibility criteria, participants, and interventions were considered focusing on major clinical and functional outcomes of either efficacy or tolerability of lisdexamfetamine in the treatment of moderate-to-severe BED in adults.Results: Meta-analysis of data pooled from three acute RCTs significantly favored lisdexamfetamine over placebo in the reduction of binge eating days/week, Yale-Brown Obsessive Compulsive Scale Modified for Binge Eating total score, weight, response, and remission rates (all, P≤0.01). …”
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Shared genetic architecture of hernias: A genome-wide association study with multivariable meta-analysis of multiple hernia phenotypes. by Waheed Ul-Rahman Ahmed, Manal I A Patel, Michael Ng, James McVeigh, Krina Zondervan, Akira Wiberg, Dominic Furniss

“…Additionally, we performed multivariable meta-analysis with metaUSAT, to allow integration of summary data across traits to generate combined effect estimates. …”
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Demystifying User Needs in Wardrobe Furniture Design: A Network Analysis via Text Mining and DEMATEL-ANP Integration by Xinlian Li, Peijun Jia, Jinyang Xu

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Effectiveness and Safety of Interventions for Treating Adults with Displaced Proximal Humeral Fracture: A Network Meta-Analysis and Systematic Review. by Long Chen, Fei Xing, Zhou Xiang

“…<h4>Conclusion</h4>RSA had the highest probability for improving functional outcome and reduction in the total incidence of complications and requiring additional surgery among the five interventions for treating adults with displaced proximal humeral fracture.…”
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Cell-derived exosome therapy for diabetic peripheral neuropathy: a preclinical animal studies systematic review and meta-analysis by Xianying Lu, Ran Xu, Xiaohui Dong, Dingxi Bai, Wenting Ji, Xinyu Chen, Huan Chen, Chaoming Hou, Jing Gao

“…Conclusions Exosome therapy provides a novel therapeutic strategy for the benefit of neurovascular remodeling and functional recovery of DPN, especially when used in conjunction with exosome modification and novel dressings. …”
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Association of non-selective β blockers with the development of renal dysfunction in liver cirrhosis: a systematic review and meta-analysis by Xiangbo Xu, Fangbo Gao, Ting Wang, Zuyao Yang, Qingchun Zhao, Xingshun Qi

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Genome-wide identification and expression analysis of the PIN gene family in the pepper pedicel abscission zone and during root development by HE Lei, YAN Xi, LAI Wei, LIU Chongzheng, YANG Hong, HE Jianwen

“…CaPINs encompass a multitude of elements associated with growth, environmental responses, and hormonal signaling. Transcriptome data analysis revealed that the expression of CaPINs in pepper was tissue-specific. …”
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The prognosis of assisted peritoneal dialysis by WANG Ying, WANG Hai-yun, XIA Peng, LIU Bing-yan, ZHOU Zi-juan, CUI Ying, YANG Wei, LIANG Jing, LI Xue-mei, CHEN Li-meng

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Effects of vitamin D supplementation on metabolic parameters, anthropometric measures, and diabetes risk in patients with prediabetes: an umbrella review of meta-analyses of random... by Roghayeh Molani-Gol, Maryam Rafraf, Sara Safari

“…Stata 17 software was used for data analysis. Results Fourteen meta-analyses comprising 31 randomized controlled trials (RCTs) of 3856 prediabetic patients were included in this review. …”
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Monitoring Transformation Processes in the Economy Using the Example of the IT Industry by V. G. Kogdenko

“…The methodology is based on the Harvard paradigm of industry analysis (Structure- Conduct- Performance) and includes five stages. …”
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Multi-omics analysis reveals glutathione metabolism-related immune suppression and constructs a prognostic model in lung adenocarcinoma by Yuxiang Chi, Yuxiang Chi, Guoyuan Ma, Qiang Liu, Qiang Liu, Yunzhi Xiang, Yunzhi Xiang, Defeng Liu, Jiajun Du, Jiajun Du

“…Furthermore, whole-transcriptome data analysis demonstrated that patients with a high metabolic phenotype exhibited significantly diminished immune functionality and overall immune infiltration. …”
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The Potential Role of GJA1 and SPP1 Expressed by the Endometrium Based on Single Cell Transcriptome Analysis in Endometrial Infertility by Zhenzhen Lu, Qianqian Tang, Chunyan Chen, Xiaojie Zhao, Ying Gao, Qiongqiong Wei

“…Methods: Based on the endometrial single-cell sequencing data from National Center for Biotechnology Information (NCBI) database, we performed clustering, staging, and functional analyses to screen and validate key genes affecting endometrial infertility. …”
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Performance Analysis of Natural γ-Ray Coal Seam Thickness Sensor and Its Application in Automatic Adjustment of Shearer’s Arms by Zengfu Yang, Zengcai Wang, Ming Yan

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Cis-eQTL-based trans-ethnic meta-analysis reveals novel genes associated with breast cancer risk. by Joshua D Hoffman, Rebecca E Graff, Nima C Emami, Caroline G Tai, Michael N Passarelli, Donglei Hu, Scott Huntsman, Dexter Hadley, Lancelote Leong, Arunabha Majumdar, Noah Zaitlen, Elad Ziv, John S Witte

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Time to resolution of symptoms and recovery after mild traumatic brain injury: protocol for a systematic review and meta-analysis by Daniel P Whitehouse, Sophie Richter, Virginia Newcombe, Owen Hibberd, Adrian Ngai, Hamda Hassan

“…Results will be categorised by symptom groups, including but not limited to post-concussive symptoms, mental health, functional recovery and health-related quality of life. …”
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Burden of mortality and its predictors among TB-HIV co-infected patients in Ethiopia: Systematic review and meta-analysis. by Amare Kassaw, Demewoz Kefale, Tigabu Munye Aytenew, Molla Azmeraw, Muluken Chanie Agimas, Shegaw Zeleke, Mastewal Ayehu Sinshaw, Nigatu Dessalegn, Worku Necho Asferie

“…<h4>Conclusion and recommendations</h4>The analyzed data of this systematic review and meta-analysis depicted that the national pooled proportion and incidence of mortality among TB-HIV co-infected patients were considered to be still high. …”
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Does Intercity Transportation Accessibility Matter? Its Effects on Regional Network Centrality in South Korea by Sangwan Lee, Jeongbae Jeon, Kuk Cho, Junhyuck Im

“…First, the Seoul Metropolitan Area emerges as the dominant mobility hub, with Busan, Daegu, and Daejeon functioning as secondary centers, reflecting a polycentric urban configuration. …”
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Assessment of Mineral Contents and Technological Properties of Dry Bean Genotypes Grown Under Organic Farming Conditions With Multivariate Analysis by Oğuz Erol, Oğuzhan Uzun, Satı Uzun, Hamdi Özaktan

“…To analyze the complex data obtained from the assessment of mineral contents and technological properties of beans, multivariate analysis techniques(correlations, cluster, scatter plot, biplots etc.) are employed. …”
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The C-reactive protein-to-albumin ratio as a diagnostic biomarker for rheumatoid arthritis: a cross-sectional NHANES analysis by Fan Yang, Weihua Sang, Yongqing Liu, Jun Wang

“…BackgroundRheumatoid arthritis (RA) is a chronic inflammatory disorder that leads to joint damage, cartilage and bone destruction, and functional disability. The C-Reactive Protein to Albumin Ratio (CAR), an emerging biomarker reflecting systemic inflammation and nutritional status, has demonstrated prognostic value in various diseases. …”
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