The power of personas: Exploring an innovative model for understanding stakeholder perspectives in an oncology learning health network by Dylan J. Cooper, Jessie Karten, Sarah E. Hoffe, Daniel A. King, Matthew Weiss, Danielle K. DePeralta, Andrew L. Coveler, Sunil R. Hingorani, Tracey Shefter, Cheryl Meguid, Hannah Roberts, Theodore S. Hong, Amol Narang, Amy Hacker‐Prietz, George A. Fisher, Jay Sandler, Laurie Singer, Bobby Korah, William Hoos, Carrie T. Stricker, Joseph M. Herman

“…Interview transcripts were analyzed to construct 10 personas felt to represent the broad spectrum of stakeholders within The Cancer Canopy Collective. …”
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Virtual reality and speech analysis for the assessment of impulsivity and decision-making: protocol for a comparison with neuropsychological tasks and self-administered questionnai... by Marta Ruiz, Maria Luisa Barrigon, Antonio Artes, Philippe Courtet, Enrique Baca-Garcia, Jorge Lopez-Castroman, Santiago de Leon-Martinez, Elena Parra-Vargas, Irene Chicchi-Giglioli, Alejandro Albán Porras-Segovia

“…During these tasks, participant speech will be recorded. Construct validity of the VR environment will be calculated. …”
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Identification of important genes related to ferroptosis in early missed abortion based on WGCNA by Yulu Zeng, Jiayi Gan, Jinlian Cheng, Changqiang Wei, Xiangyun Zhu, Shisi Wei, Lihong Pang

“…Additionally, a ceRNA network was constructed to predict interactions between mRNA, miRNA, and lncRNA of the central genes. …”
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Key regions aberrantly connected within cerebello-thalamo-cortical circuit and their genetic mechanism in schizophrenia: an fMRI meta-analysis and transcriptome study by Yarui Wei, Ziyu Wang, Kangkang Xue, Xiaoyu Niu, Longyao Ma, Shaoqiang Han, Baohong Wen, Yong Zhang, Huafu Chen, Jingliang Cheng

“…These genes were specially expressed in the brain tissue, in the neurons of the cerebellum, subcortex and cortex and during nearly all developmental stages, and constructed a protein-protein interaction network supported by 85 hub genes with functional significance. …”
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Development and validation of a prognostic nomogram for predicting outcomes in brainstem hemorrhage patients by Shuo Wei, Longyuan Gu, Yuechao Fan, Peizhi Ji, Liechi Yang, Fengda Li, Shuhong Mei

“…A prognostic model was constructed through multivariate logistic regression analysis, and a nomogram was developed for clinical use. …”
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Heterogeneity of cancer-associated fibroblast subpopulations in prostate cancer: Implications for prognosis and immunotherapy by Chen Ding, Jiange Wang, Jie Wang, Jiqiang Niu, Zhikai Xiahou, Zhou Sun, Zhenzhen Zhao, Dongyang Zeng

“…We conducted comprehensive gene expression profiling to construct a robust prognostic model reflecting the clinical relevance of these subpopulations. …”
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Development and validation of a prognostic nomogram for predicting of patients with acute sedative-hypnotic overdose admitted to the intensive care unit by Guo Tang, Tianshan Zhang, Ping Zhang, Sha Yang, Tao Cheng, Rong Yao

“…A nomogram model was constructed and assessed using receiver operating characteristic (ROC) curves, calibration curves, Decision Curve Analysis (DCA), and Clinical Impact Curve (CIC). …”
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Ranking of spring bread wheat genotypes according to the heading date and growing season duration in different ecogeographic environments by L. Yu. Novikova, E. V. Zuev, A. N. Brykova

“…The effect of the genotype and year on SH and HR was studied, and agrometeorological regression models of SH and HR were constructed, based on the data obtained during the studies of the collection in St. …”
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PD-1/PD-L1 inhibitors related adverse events: A bibliometric analysis from 2014 to 2024 by Qingya Song, Zongliang Yu, Wenping Lu, Zhili Zhuo, Lei Chang, Heting Mei, Yongjia Cui, Dongni Zhang

“…A visual bibliometric network was constructed using VOSviewer, CiteSpace, R software, and the Web of Science Core Collection (WoSCC) to quantitatively analyze this research field. …”
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Complementary cognitive roles for D2-MSNs and D1-MSNs during interval timing by Robert A Bruce, Matthew Weber, Alexandra Bova, Rachael Volkman, Casey Jacobs, Kartik Sivakumar, Hannah Stutt, Youngcho Kim, Rodica Curtu, Kumar Narayanan

“…MSN recordings helped construct and constrain a four-parameter drift-diffusion computational model in which MSN ensemble activity represented the accumulation of temporal evidence. …”
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Multi-Temporal Image Fusion-Based Shallow-Water Bathymetry Inversion Method Using Active and Passive Satellite Remote Sensing Data by Jie Li, Zhipeng Dong, Lubin Chen, Qiuhua Tang, Jiaoyu Hao, Yujie Zhang

“…Finally, ICESat-2 laser altimeter data are fused with multi-temporal Sentinel-2 satellite data to construct a machine learning framework for coastal bathymetry. …”
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Comprehensive Assessment of the Risk of Symptomatic Embolism in Patients With Infective Endocarditis by Sebastian D. Santos‐Patarroyo, Juan A. Quintero‐Martinez, Brian D. Lahr, Supavit Chesdachai, Daniel C. DeSimone, Hector R. Villarraga, Hector I. Michelena, Larry M. Baddour

“…A nomogram that incorporated these factors was constructed to facilitate the prediction of embolic risk. …”
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Predicting postoperative nausea and vomiting after cesarean section: a nomogram model combined with gastric ultrasound by Yingchao Liu, Huohu Zhong, Zhisen Dai, Yuxin Huang, Yibin Liu, Hefan He, Yuewen Liao, Weifeng Liu

“…Results A history of motion sickness, systolic blood pressure reduction > 20%, and gastric volume were independent risk factors for PONV and used to construct the model. The AUC for predicting the risk of PONV in the training and validation sets was 0.814 (95% confidence interval [CI] = 0.709–0.918) and 0.792 (95% CI = 0.621–0.962), respectively. …”
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Decreased Spp1 Expression in Acute Myocardial Infarction after Ischemia and Reperfusion Injury by Ling Li, Jungang Huang, Zongkai Zhao, Zhuzhi Wen, Kang Li, Tianjiao Ma, Lisui Zhang, Junmeng Zheng, Shi Liang

“…Besides, Gene Set Enrichment Analysis (GSEA), a tool to find the pathway orientation of a gene set, was used for further study in the four most significant KEGG pathways. Furthermore, we constructed a protein-protein interaction (PPI) network. …”
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Microbial Surface Confined Growth Strategy for the Synthesis of Highly Loaded NiCoP Nanoparticles with Hollow Derived Carbon Shells for Sodium Ion Capture by Jianhua Yuan, Tianxiao Sun, Jinfeng Chen, Runhong Zhou, Jianglin Cao, Fei Yu, Liqing Li, Xiumin Zhong, Jie Ma

“…A novel microbial surface confined growth strategy is employed to synthesize highly loaded NiCoP nanoparticles (NiCoP NPs) supported on hollow derived carbon shells (NPC), constructing a stable composite structure known as NiCoP@NPC. …”
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Numerical modelling of the hydrodynamics driven by tidal flooding of the land surface after dyke breaching by Rachel A. Burns, Ryan P. Mulligan, Megan Elliott, Danika van Proosdij, Enda Murphy

“…Managed dyke realignment is a method of creating more coastal wetland environments, by breaching constructed dykes (levees) to allow seawater driven by tides to flood the land surface and enable re-establishment of salt marshes over time. …”
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Machine Learning Based Modeling of Thermospheric Mass Density by Qian Pan, Chao Xiong, Hermann Lühr, Artem Smirnov, Yuyang Huang, Chunyu Xu, Xu Yang, Yunliang Zhou, Yang Hu

“…Abstract In this study, we propose a machine learning based approach to construct an empirical model of thermospheric mass densities, based on the MultiLayer Perceptron and bi‐directional Long Short‐Term Memory for ensemble learning model (MBiLE). …”
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Identification of multicohort-based predictive signature for NMIBC recurrence reveals SDCBP as a novel oncogene in bladder cancer by Chen Zhang, Hubin Yin, Tinghao Li, Junrui Chen, Weiyang He, Ke Ren, Bo Li, Xudong Liu

“…We combined gene signature and clinicopathological factors to construct a clinical nomogram for estimating NMIBC recurrence in a local cohort. …”
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Time-varying harmonic impedance estimation based on locally-geographically weighted regression by XU Fangwei, XIE Pei′ang, WANG Chuan, LIU Kai, GUO Kai, FAN Lijuan

“…Firstly, a weight matrix is constructed based on time interval, assigning smaller weights to sample points with larger intervals from the points of interest. …”
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Study on Key Influencing Factors of Carbon Emissions from Farmland Resource Utilization in Northeast China Under the Background of Energy Conservation and Emission Reduction by Mulin Sun, Yuhao Fu, Mingyao Sun, Run Huang, Yun Teng

“…A gray prediction model is constructed to predict the carbon emissions from the utilization of farmland resources in the next 10 years, and the logarithmic mean Divisia index model is used to analyze the effects of the various influencing factors on the carbon emissions from farmland utilization. …”
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