High-Performance Deployment Operational Data Analytics of Pre-Trained Multi-Label Classification Architectures with Differential-Evolution-Based Hyperparameter Optimization (AutoDE... by Teo Prica, Aleš Zamuda

“…To demonstrate the impact on energy efficiency, using our analysis workflow, we visualize the obtained operational data and aggregate them with statistical tests that compare and group the energy efficiency of the DE strategies applied in the ML models.…”
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Non-pharmacological interventions for patients with axial spondyloarthritis: a meta-analysis by Lidong Hu, Xingkang Liu, Xiaojian Ji, Yiwen Wang, Jiaxin Zhang, Lulu Zeng, Yangqin Xun, Jianglin Zhang, Jian Zhu, Feng Huang

“…Design: Network meta-analysis and traditional meta-analysis of randomized controlled trials (RCTs). …”
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Efficacy of Prehabilitation in cancer patients: an Rcts systematic review with meta-analysis by Daniele Gennuso, Angela Baldelli, Loredana Gigli, Ilaria Ruotolo, Giovanni Galeoto, Daniela Gaburri, Giovanni Sellitto

“…Results Forty-two studies were included in the systematic review, 13 were included in the quantitative analysis. The results of the studies reporting reduced postoperative hospital stay, improved endurance, muscle strength, respiratory function, quality of life, and urinary incontinence. …”
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Super-resolution reconstruction technology for full-diameter core nuclear magnetic resonance scanning data: a global non-negative least squares-based approach by Yingying MA, Zebo PENG, Jingzhi CHEN, Fei WU, Xin NIE, Zhongshu LIAO, Gong ZHANG

“…To improve the vertical resolution of the full-diameter core NMR measurements, the measured data were modeled as the convolution of the instrument's sensitivity area function and the core's real signal. …”
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A Flexible Constrained ICA Approach for Multisubject fMRI Analysis by Hanlu Yang, Trung Vu, Ehsan Ahmed Dhrubo, Vince D. Calhoun, Tülay Adali

“…Large-scale analysis of functional connectivity within intrinsic brain networks using functional magnetic resonance imaging (fMRI) data has been widely used for identifying biomarkers in various psychiatric disorders. …”
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Predictive Validity of Hospital-Associated Complications of Older People Identified Using Diagnosis Procedure Combination Data From an Acute Care Hospital in Japan: Observational S... by Seigo Mitsutake, Tatsuro Ishizaki, Shohei Yano, Takumi Hirata, Kae Ito, Ko Furuta, Yoshitomo Shimazaki, Hideki Ito, Alison Mudge, Kenji Toba

“… BackgroundA composite outcome of hospital-associated complications of older people (HAC-OP; comprising functional decline, delirium, incontinence, falls, and pressure injuries) has been proposed as an outcome measure reflecting quality of acute hospital care. …”
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Genome-wide analysis of host-encoded microRNAs modulating SARS-CoV-2 infection by Christina L. Rootes, Karla J. Cowley, Aaron M. Brice, Henry G. Beetham, Rasan Mohamed Sathiqu, Kaylene J. Simpson, Cameron R. Stewart

“…Genome-wide CRISPR screens have identified cellular pathways important in the SARS-COV-2 infection process, including vesicular traffic, lipid homeostasis and PI3K signalling. Functional genomics-driven analysis of host-encoded microRNAs (miRNAs) impacting SARS-CoV-2 infection would provide further unbiased and discovery-driven insight into the host-pathogen interface. …”
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Analysis of parameters of the exponentiated inverse Rayleigh distribution under the Bayesian framework

“…Extensive simulation as well as real data analysis is carried out to show the relative performances of the priors and loss functions by comparing the respective BPRs. …”
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Comparative Transcriptome Analyses Reveal the Mechanisms Underlying Waterlogging Tolerance in Barley by Juan Zhu, Haoxin Yin, Cong Cao, Chengqun Sun, Mengna Zhang, Yi Hong, Yuhang Zhang, Chao Lv, Baojian Guo, Feifei Wang, Rugen Xu

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Correlation between body composition analysis and cognition in maintenance hemodialysis patients by Cheng Hui-ling, Bu Wen-duo, Ma Yi-qiong, Shi Ming, Yang Ding-ping

“…Montreal Cognitive Assessment Scale （MoCA） was employed for assessing cognitive function. Based upon the cognitive function score，they were divided into two groups of normal cognitive function and cognitive dysfunction group. …”
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Analysis of the Physicochemical and Structural Properties of Chestnut Starch After Thermal Processing by Huijie Fang, Liwen Wang, Yaxi Chen, Zechen Wang, Xianghong Wang, Shuo Wang

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Analysis of Energy Absorption Device Operation in Changsha Metro Line 1 by Zhangshuo PENG, Bin YANG, Yong CHEN, Wei WAN

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Impaired degree centrality and effective connectivity contributed to deficits in cognition and depression in patients with temporal lobe epilepsy by Bailing Qin, Shujun Su, Xuemei Chen, Yuting Sun, Qin Zhou, Huoyou Hu, Lu Qin, Jinou Zheng

“…Cerebral functional activity and neuroimaging features were differentiated between the patient and HC groups based on rsfMRI data, DC, EC, and MVPA. …”
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Multi‐omics analysis revealed biomarkers for coronary atherosclerosis: Occurrence and development by Mengxue He, Dongxue Wang, Yong‐Jiang Xu, Jiachen Shi, Aiyang Liu, Xiaoxi Zhao, Yunlai Gao, Yuan He, Yu Zhang, Ru‐Xing Wang, Yuanfa Liu

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GRAS transcription factor- Genome-wide identification, characterization and expression analysis in Avena sativa L. under salinity stress by Muskan Bokolia, Nibha TV, Jangala Chandini Priya, Baljinder Singh

“…These GRAS genes represent promising candidates for in-depth functional analysis and can be leveraged to develop stress-resilient cultivars in Avena sativa, enhancing crop resilience and sustainability.…”
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Comprehensive analysis of the differential expression profile of microRNAs in missed abortion by Qiao‐Xian Tian, Shu‐Hua Xia, Ya‐Hua Wu, Jian‐Hong Zhang, Ling‐Yun Wang, Wei‐Pei Zhu

“…Real‐time qPCR results revealed that expression of the five candidate miRNAs, namely hsa‐miR‐22‐3p, hsa‐miR‐145‐3p, hsa‐miR‐107, hsa‐miR‐361‐3p, and hsa‐miR‐378c, was consistent with the miRNA data obtained by sequencing. Integrated miRNA‐mRNA‐pathway network analysis illustrated that target genes of the candidate miRNAs were mainly involved in the PI3K‐Akt signaling pathway, HIF‐1 signaling pathway, and VEGF signaling pathway, which would have potential significance in pregnancy and MA. …”
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Transitivity Analysis in Detecting Fraudulent Language in Email: Forensic Linguistics Approach by Yudia Rifki, Sawirman Sawirman, Fajri Usman

“…The documentation recording method is applied in collecting the data. Halliday’s theory of Systemic Functional Linguistics, particularly the transitivity system is used to analyze the data. …”
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Characterization and genomic analysis of Lactiplantibacillus plantarum LP8 as a probiotic candidate for medical applicationsNCBI by Nirusna Jehma, Nattarika Chaichana, Jirasa Boonsan, Kamonnut Singkhamanan, Monwadee Wonglapsuwan, Rattanaruji Pomwised, Sarunyou Chusri, Komwit Surachat

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GENERAL CLASSIFIER OF SYSTEM PROBLEMS - I: ANALYSIS, SYNTHESIS, VALIDATION AND VERIFICATION by Yu. I. Lobanovsky

“…At the same time, as a result of the system problems analysis, taking into account the similarity of functional structures at the system level and at the level of its environ, six elements of its upper level were identified. …”
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Integrative Analysis of Arachidonic Acid Metabolism in the Pathogenesis and Immune Dysregulation of Psoriasis by Hou M, Sun Y

“…Single-sample gene set enrichment analysis (ssGSEA) and immune cell composition analysis were conducted to explore functional implications. …”
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