Physical functioning trajectories over statutory retirement: a finnish occupational cohort study by Pauliina Saha, Jatta Salmela, Aapo Hiilamo, Anna Liisa Aho, Tea Lallukka

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SARE: an optimized method for detection functional regulatory elements in genome by Mohammadjavad Hosseinpoor

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Machine learning-based integration develops relapse related signature for predicting prognosis and indicating immune microenvironment infiltration in breast cancer by Junyi Li, Shixin Li, Dongpo Zhang, Yibing Zhu, Yue Wang, Xiaoxiao Xing, Juefei Mo, Yong Zhang, Daixiang Liao, Jun Li

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Evaluating and Diagnosing Urban Function and Perceived Quality Based on Multi-Source Data and Deep Learning Using Dalian as an Example by Yumeng Meng, Mei Lyu, Dong Sun, Jiaxuan Shi, Hiroatsu Fukuda

“…It included the urban function and perceived street quality. Data on the density and diversity of urban amenities were obtained by establishing points of interest (POIs). …”
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Resampling Multi-Resolution Signals Using the Bag of Functions Framework: Addressing Variable Sampling Rates in Time Series Data by David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung

“…In time series analysis, the ability to effectively handle data with varying sampling rates is crucial for accurate modeling and analysis. …”
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Analyzing the ecologicality and functionality of kiln architecture in China through KH coder data mining algorithm and hierarchical event coding by Runze Liu, Xiang Wang, Lin Yuan, Yunting Gao, Yan Zhang, Mengsi Yang, Weicong Li

“…Findings: (1) Kiln architecture has evolved from built-against-the-mountain to semi-buried, fully-buried, reinforced earth-covered, and independent forms, as functional demands have changed from hazard avoidance to climate adaptability, functional expansion, and energy-saving design; (2) Climate, topography, and soil conditions are key factors driving the emergence of built-against-the-mountain, along-the-valley, sunken courtyard, and independent kiln architecture types; (3) Geological characteristics and material availability significantly shape the vaulted structural features of kiln architecture across different regions. …”
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Data driven modeling of TiO2 PVP nanofiber diameter using LSTM and regression for enhanced functional performance by Harshada Mhetre, Sagar Pande, Babita Singla, Pavan Hiremath, Samriddh Sahu, Sarvesh Sorte, Ketan Kotecha, Nithesh Naik

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Evaluating Modified Soil Erodibility Factors with the Aid of Pedotransfer Functions and Dynamic Remote-Sensing Data for Soil Health Management by Pooja Preetha, Naveen Joseph

“…This study introduces modified K-factor pedotransfer functions (Kmlr) integrating dynamic remotely sensed data on land use land cover to enhance K-factor accuracy for diverse soil health management applications. …”
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Comparison of cardiac morphological and functional changes according to magnetic resonance imaging with the genetic testing data in patients with hypertrophic cardiomyopathy by E. V. Gagarina, E. A. Mershina, O. S. Chumakova, R. P. Myasnikov, O. V. Kulikova, M. M. Kudryavtseva, V. E. Sinitsyn

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Accounting for apparatus function when registering experimental data: peculiarity of choosing regularization parameter by L-curve criterion at deconvolution of the spectrum by A. M. Sokolov

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Exploring Flexible Penalization of Bayesian Survival Analysis Using Beta Process Prior for Baseline Hazard by Kazeem A. Dauda, Ebenezer J. Adeniyi, Rasheed K. Lamidi, Olalekan T. Wahab

“…However, when dealing with time-to-event data in survival analysis, where censoring is a key consideration, progress in addressing this complex problem has remained somewhat limited. …”
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Impacts of amino acid supplementation on renal function and nutritional parameters in patients with renal insufficiency: bibliometric analysis and meta-analysis by Xiaoxia Liu, Xiaoxia Liu, Qiufu Li, Liyuan Zhang, Ying He, Sitao Tan, Xiaoyu Chen, Xiaoyu Chen, Kefeng Li

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Analysis of Inclusive School Implementation Based on Structural Functional Theory in Senior High Schools in Surakarta by Mohamad Rizki Azhar, Siany Indria Liestyasari

“…Utilizing a qualitative descriptive approach, this research focuses on two inclusive schools, SMAN 8 Surakarta and SMA Muhammadiyah 6 Surakarta, as its subjects. Data were gathered through in-depth interviews, observations, and document analysis involving school principals, teachers, and educational staff as key informants, and the collected data were analyzed using Miles and Huberman’s interactive model, which encompasses data reduction, data presentation, and conclusion drawing.. …”
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Development of multi-functional integrated design system for ship block lifting process by Rui Li, Zhang Quanyou, Zhan Xiuguang, Shan Julin, Wan Hexin

“…In addition, the proposed system combines the control algorithm, unit calculation and constitutive calculation extension interface to build a finite element analysis framework. Taking the deck block of a crude oil tanker as an example, this paper compares the functions of commercial finite element software MSC.NASTRAN and the proposed system in the finite element calculation results, mesh generation and finite element visualization. …”
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Rumen microbiome nutriomics: Harnessing omics technologies for enhanced understanding of rumen microbiome functions and ruminant nutrition by Zhongtang Yu, Ming Yan, Jiakun Wang

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Brain Network Abnormalities in Obsessive–Compulsive Disorder: Insights from Edge Functional Connectivity Analysis by Yongwang Xu, Hongfei Liu, Haiyan Liu, Defeng Lin, Sipeng Wu, Ziwen Peng

“…In this study, we further explored these differences and validated previous findings using a novel edge functional connectivity (eFC) approach, which enables a more refined analysis of brain network interaction. …”
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Association between Respiratory Function and Possible Sarcopenia in Community-Dwelling Elderly Population by SUN Zihan, FANG Leiwen, ZHOU Ting, LUO Sheng, YANG Xiaoling, LIU Juan, WANG Hongxing, YAO Jie

“…Body composition parameters, including skeletal muscle mass percentage (SM%) and percent body fat (PBF%), were measured via bioelectrical impedance analysis. Functional mobility was assessed using a waist-worn wearable device to record the time required for five times sit-to-stand test and gait speed. …”
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Kinematic analysis of the metacarpophalangeal joint during jump reception in Brasileiro de Hipismo breed horses by L.S. Rehbein, L.R.S. Campos, G.A. Lira, C.R. Santos, A.R.C. Barreto-Vianna, E.M.M. Lima

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One‐Year Functional Outcomes Following Geriatric Hip Fracture: A Prospective Cohort Analysis by Wei Zheng, Qianying Cai, Changqing Zhang, Shengbao Chen, Kai Fu

“…Least absolute shrinkage and selection operator (LASSO) regression and multivariable logistic regression analyses were employed to identify predictive factors for hip function at 12 months postoperatively. A nomogram was developed using R software and evaluated using concordance index (C‐indexes), area under the curve (AUC), decision curve analysis (DCA), and calibration curves. …”
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Advances in the quantification of mitochondrial function in primary human immune cells through extracellular flux analysis. by Dequina Nicholas, Elizabeth A Proctor, Forum M Raval, Blanche C Ip, Chloe Habib, Eleni Ritou, Tom N Grammatopoulos, Devin Steenkamp, Hans Dooms, Caroline M Apovian, Douglas A Lauffenburger, Barbara S Nikolajczyk

“…Analysis of lymphocyte mitochondrial function has been facilitated by introduction of 96-well format extracellular flux (XF96) analyzers, but the technology remains imperfect for analysis of human lymphocytes. …”
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