Identify the potential target of efferocytosis in knee osteoarthritis synovial tissue: a bioinformatics and machine learning-based study by Shangbo Niu, Shangbo Niu, Shangbo Niu, Mengmeng Li, Mengmeng Li, Mengmeng Li, Jinling Wang, Jinling Wang, Jinling Wang, Peirui Zhong, Peirui Zhong, Peirui Zhong, Xing Wen, Xing Wen, Xing Wen, Fujin Huang, Fujin Huang, Fujin Huang, Linwei Yin, Linwei Yin, Linwei Yin, Yang Liao, Yang Liao, Yang Liao, Jun Zhou, Jun Zhou, Jun Zhou

“…The results were then inputted into multivariate logistic regression analysis to construct a diagnostic nomogram. …”
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Expression characteristics and functional identification of PpD2 gene in peach (Prunus persica) by XIE Hefang, ZHANG Yajia, ZHANG Junjie, LIAN Xiaodong, ZHANG Haipeng, CHENG Jun, WANG Wei, HOU Nan, WANG Lei, ZHENG Xianbo, FENG Jiancan, WANG Xiaobei, TAN Bin

“…Optimizing tree architecture can enhance light interception, reduce labor inputs, and improve fruit quality, thereby contributing to sustainable peach production. …”
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Integrating Palliative Care and Heart Failure: the PalliatHeartSynthesis realist synthesis by Tracey McConnell, Carolyn Blair, Geoff Wong, Claire Duddy, Clare Howie, Loreena Hill, Joanne Reid

“…Study selection The initial inclusion and exclusion criteria for the review were deliberately broad as we aimed to identify all relevant quantitative, qualitative, mixed-methods and non-empirical documents relating to HF and PC. …”
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Local connections among excitatory neurons underlie characteristics of enriched environment exposure-induced neuronal response modulation in layers 2/3 of the mouse V1 by Nobuhiko Wagatsuma, Yuka Terada, Hiroyuki Okuno, Natsumi Ageta-Ishihara

“…Model simulations with various inputs mimicking physiological conditions for SH and EE exposure quantitatively reproduced the experimentally observed activity modulation induced by EE exposure. …”
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The composition and optical characteristics of Marine aerosols by Yi Yizhe, Zhang Yiwen

“…Analytical results demonstrate the competitive interplay between marine biogenic sources (phytoplankton-derived organic precursors) and terrestrial inputs (anthropogenic combustion products) in shaping coastal organic carbon profiles. …”
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Use of Dea as a Measure of Efficiency of Activities for Road Safety at The Provincial Level by Teresa Gądek-Hawlena

“…Material and methods The CCR model based on inputs in the sense of Farell-Debreu was used to evaluate efficiency. …”
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Selecting the severest seismic design ground motions for cut-and-cover underground structures by Wei Yu, Zhi-Yi Chen, Zhi-Qian Liu

“…The ground motions in this alternative database are employed as inputs for nonlinear dynamic analysis of underground structures. …”
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Modeling reveals bistability and low-pass filtering in the network module determining blood stem cell fate. by Jatin Narula, Aileen M Smith, Berthold Gottgens, Oleg A Igoshin

“…Combinatorial regulation of gene expression is ubiquitous in eukaryotes with multiple inputs converging on regulatory control elements. …”
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A Mathematical Neutrosophic Offset Framework with Upside-Down Logics for Quality Evaluation of Multi-Sensor Intelligent Vehicle Environment Perception Systems by Qingde Li, Xiangheng Kong

“…The proposed model allows sensor readings to exceed the conventional membership bounds [0,1], accommodating over-determined or negative-impact inputs through offset membership values. Moreover, by applying upside-down logic reasoning, we reinterpret contradictory sensor data within a broader logical spectrum. …”
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Research on deep learning-based fracture network inversion method for shale gas reservoirs by CHEN Weiming, JIANG Lin, LUO Tongtong, LI Yue, WANG Jianhua

“…The core of this method is to quantitatively analyze the fracturing curve characteristic parameters based on the site fracturing curve data, using strongly correlated indicators of fracture network parameters as inputs and microseismic monitoring fracture network parameters (including length, width, height, and volume) as target outputs. …”
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A novel MRI PET image fusion using shearlet transform and pulse coded neural network by Vella Satyanarayana, P. Mohanaiah

“…Last but not least, an inverse shearlet transform reconstructs the fused image using the processed sub-bands as inputs. Entropy, standard deviation, and the structural similarity index (SSIM) have been used quantitatively to assess the performance of the proposed fusion scheme. …”
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Evaluation of data processing pipelines on real-world electronic health records data for the purpose of measuring patient similarity. by Maria Pikoula, Constantinos Kallis, Sephora Madjiheurem, Jennifer K Quint, Mona Bafadhel, Spiros Denaxas

“…<h4>Background</h4>The ever-growing size, breadth, and availability of patient data allows for a wide variety of clinical features to serve as inputs for phenotype discovery using cluster analysis. …”
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RootTracer: An intuitive solution for root image annotation by Maichol Dadi, Annalisa Franco, Giuseppe Sangiorgi, Silvio Salvi, Alessandra Lumini

“…Analyzing root growth quantitatively is increasingly vital for evaluating a plant's resilience to abiotic stresses and its efficiency in nutrient and water absorption. …”
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Pix2Pix-Based Modelling of Urban Morphogenesis and Its Linkage to Local Climate Zones and Urban Heat Islands in Chinese Megacities by Mo Wang, Ziheng Xiong, Jiayu Zhao, Shiqi Zhou, Qingchan Wang

“…By integrating urban morphological inputs from eight representative Chinese metropolises, the model’s efficacy was assessed both qualitatively and quantitatively, achieving an RMSE of 0.187, an R² of 0.78, and a PSNR of 14.592. …”
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Soil Erosion Characteristics of Sugarcane-Growing Watershed Based on RUSLE by Liu Xiaomei, Li Yong, Huang Zhigang, Deng Yusong, Guo Hao, He Qingheng

“…[Conclusion] The RUSLE model can be used to estimate soil erosion and soil erosion intensity distribution characteristics of different slopes and land use types in sugarcane-growing areas by inputting relevant parameters and processing data with software. …”
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Enhancing Kármán Vortex Street Detection via Auxiliary Networks Incorporating Key Atmospheric Parameters by Yihan Zhang, Zhi Zhang, Qiao Su, Chaoyue Wu, Yuqi Zhang, Daoyi Chen

“…Utilizing reanalysis data from the European Centre for Medium-Range Weather Forecasts (ECMWF-ERA5), representative atmospheric features are extracted and subjected to feature permutation importance (PFI) analysis to quantitatively evaluate the influence of each parameter on the detection task. …”
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Biosensor-based approach identifies four distinct calmodulin-binding domains in the G protein-coupled estrogen receptor 1. by Quang-Kim Tran, Mark Vermeer

“…The G protein-coupled estrogen receptor 1 (GPER) has been demonstrated to participate in many cellular functions, but its regulatory inputs are not clearly understood. Here we describe a new approach that identifies GPER as a calmodulin-binding protein, locates interaction sites, and characterizes their binding properties. …”
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Enhancing landslide susceptibility modelling through a novel non-landslide sampling method and ensemble learning technique by Chao Zhou, Yue Wang, Ying Cao, Ramesh P. Singh, Bayes Ahmed, Mahdi Motagh, Yang Wang, Ling Chen, Guangchao Tan, Shanshan Li

“…Twelve influencing factors were selected as inputs for LSM, and the relationship between each causal factor and landslide spatial development was quantitatively analyzed. …”
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Expert consensus on feasibility and application of automatic pain assessment in routine clinical use by Marco Cascella, Alfonso Maria Ponsiglione, Vittorio Santoriello, Maria Romano, Valentina Cerrone, Dalila Esposito, Mario Montedoro, Roberta Pellecchia, Gennaro Savoia, Giuliano Lo Bianco, Massimo Innamorato, Silvia Natoli, Jonathan Montomoli, Federico Semeraro, Elena Giovanna Bignami, Valentina Bellini, Matteo Luigi Giuseppe Leoni, Felice Occhigrossi, Alessandro Vittori, Maria Caterina Pace, Pasquale Buonanno, Mauro Forte, Elisabetta Chinè, Roberta Carpenedo, Alessandro De Cassai, Alfonso Papa, Maurizio Marchesini, Gaetano Terranova, Fabrizio Micheli, Laura Demartini, Franco Marinangeli, William Raffaeli, Flaminia Coluzzi, Andrea Tinnirello, Roberto Arcioni, Angelo Marra, Mohammed Naveed Shariff, Federica Monaco, Gabriele Finco, Alessia Bramanti, Ornella Piazza

“…For both phases, data was collected through online questionnaires and analyzed quantitatively. Results For the survey, we collected responses from 628 healthcare professionals. …”
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Exploring the influence of team dynamics and communication relating to infection care, on team reasoning in the ICU using sociograms by Ms Candice Bonaconsa, Associate Professor Esmita Charani, Dr Dena Van den Bergh, Professor Marc Mendelson, Professor Ivan Joubert

“…Among them, microbiologists contribute 92% of inputs to group reasoning on infection care despite attending less than one fifth of discussions.Nineteen percent (368/1900) of discussions involve planning patient care, led to 54% requiring clinical action. …”
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