Estimation of Extreme Cable Forces of Cable-Stayed Bridges Based on Monitoring Data and Random Vehicle Models by Yuan Ren, Zhiyuan Zhu, Ziyuan Fan, Qiao Huang

“…In order to help stakeholders to make maintenance decisions, an extreme cable force estimation method was proposed based on cable force measurements and traffic data from the weighing system. First, raw monitoring data were preprocessed based on a median filtering to obtain usable cable force signals. …”
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Predicting Postoperative Re-Tear of Arthroscopic Rotator Cuff Repair Using Artificial Intelligence on Imbalanced Data by Zhibin Zhang, Zhewei Zhang, Zhaoxiang Peng, Yihong Dong

“…The main body of the final objective function is the weighted cross-entropy loss function, while the logits of the model output are adjusted and a regularisation term is added to the objective function in order to deal with the discrete points in the data. The classification performance of the proposed method is tested on the dataset of whether rotator cuff is re-torn after surgery, and the results show that our method achieves state-of-the-art performance in a five-fold cross-validation setting.The code of this work is available at <uri>https://github.com/nishuihan111/WL-GCN.git</uri>.…”
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An Open-Source Deep Learning Framework for Scalable Urban Heat Island Detection Using Geospatial Data by M. Akintola, G. Neziri

“…The framework&rsquo;s open architecture, combined with publicly released datasets and modular code, ensures adaptability for use in both data-rich and resource-limited settings. …”
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Accuracy of routinely-collected healthcare data for identifying motor neurone disease cases: A systematic review. by Sophie Horrocks, Tim Wilkinson, Christian Schnier, Amanda Ly, Rebecca Woodfield, Kristiina Rannikmäe, Terence J Quinn, Cathie L M Sudlow

“…Primary care datasets, particularly from countries with a widely-accessible national healthcare system, are potentially valuable data sources warranting further investigation.…”
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A mmWave JCAS System for Real-Time High-Data Rate Communication and RADAR Sensing by Markus Petri, Nebojsa Maletic

“…This paper presents a real-time millimeter-wave (mmWave) joint communication and sensing (JCAS) system, supporting bi-directional data communication with up to 5.8 Gbit/s coded data rate as well as mono-static radio detection and ranging (RADAR) with a range resolution of 6.7 cm and up to 2.1 kHz sensing rate. …”
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The Direct Healthcare Expenditures of Prostate Cancer by Disease Severity: Evidence from US National Survey Data by Peter J. Mallow, Jie Chen, John A. Rizzo, John R. Penrod, Geralyn C. Trudel, Teresa M. Zyczynski

“…Men aged 40 years and older with International Classification of Diseases, Ninth Revision (ICD-9) diagnosis code 185 were identified. Disease severity was determined with clinical assistance and based, in part, on the data in MEPS. …”
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The Radius of the High-mass Pulsar PSR J0740+6620 with 3.6 yr of NICER Data by Tuomo Salmi, Devarshi Choudhury, Yves Kini, Thomas E. Riley, Serena Vinciguerra, Anna L. Watts, Michael T. Wolff, Zaven Arzoumanian, Slavko Bogdanov, Deepto Chakrabarty, Keith Gendreau, Sebastien Guillot, Wynn C. G. Ho, Daniela Huppenkothen, Renee M. Ludlam, Sharon M. Morsink, Paul S. Ray

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A Bibliometric Assessment of AI, IoT, Blockchain, and Big Data in Renewable Energy-Oriented Power Systems by Manuel Jaramillo, Diego Carrión, Jorge Muñoz, Luis Tipán

“…Funding was provided by the Universidad Politécnica Salesiana under project code 005-01-2025-02-07.…”
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International e-Delphi survey to define best practice in the reporting of intracranial pressure monitoring recording data by Maya Kommer, Christopher Hawthorne, Laura Moss, Ian Piper, Roddy O'Kane, Marek Czosnyka, Per Enblad, J Claude Hemphill, Andreas Spiegelberg, John S. Riddell, Martin Shaw

“…The current study sought to generate consensus on the reporting of ICP monitoring recording data. Research question: “What should be included in an ICP monitoring report?” …”
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Integrating transcriptomic data with a novel drug efficacy prediction model for TCM active compound discovery by Yingcan Li, Yu Shen, Yezi Cai, Yulin zhang, Jiahui Gao, Lei Huang, Weinuo Si, Kai Zhou, Shan Gao, Qichao Luo

“…Code and data are available at https://github.com/t9lex/Meta-DEP .…”
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Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data by Yihang Zhou, Ruige Kong, Zhengsen Xu, Linlin Xu, Sibo Cheng

“…Employing a real‐world data set that includes nearly a decade of remote sensing data from California, U.S., these models predict the spread of wildfires for the following day. …”
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Incidence and prevalence of light chain amyloidosis in the United States in 2019–2021 using Optum EHR data by Pedro A. Laires, Shona Fang, Jennifer Evans, Jeffrey Thompson, Abhishek Gaur, Brendon Staruk, Ankita Gupta, Richa Manwani

“…We conducted a retrospective cohort study using Optum EHR data from 2016 to 2022. AL amyloidosis was defined by ≥ 2 ICD-10-CM codes or positive mentions in the EHR that were ≥ 30 days apart. …”
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KF-NIPT: K-mer and fetal fraction-based estimation of chromosomal anomaly from NIPT data by Dongin Kim, Ji Yeon Sohn, Jin Hee Cho, Ji-Hye Choi, Gwi-young Oh, Hyun Goo Woo

“…Results We developed a KF-NIPT, a new algorithm that estimate chromosomal anomaly by calculating K-mer-based sequence depth and fetal fraction from the whole genome sequencing (WGS) data. Moreover, we implemented a modified preprocessing pipeline for the WGS data, correcting the biases of the genomic mapping quality and the GC contents. …”
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Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations. by Cécile Triay, Alice Boizet, Christopher Fragoso, Anestis Gkanogiannis, Jean-François Rami, Mathias Lorieux

“…Recent methods like Tassel-FSFHap or LB-Impute are excellent at addressing issues 1 and 2, but nonetheless perform poorly when issues 3 and 4 are persistent in a dataset (i.e., "noisy" data). Here, we present a new algorithm for imputation of LC-NGS data that eliminates the need of complex pre-filtering of noisy data, accurately types heterozygous chromosomal regions, precisely estimates crossover positions, corrects erroneous data, and imputes missing data. …”
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An exogenous encoding sequence based on DNA data storage technology and its application in assisted reproductive technology by Zhiqing Huang, Taoli Ding, Zixuan Ni, Yujie Zheng, Na Liu, Tuan Li, Wenchang Lian, Beihong Zheng, Yan Sun

“…In this study, we designed an exogenous encoding sequence (EES) based on DNA data storage technology, which provide a unique identification code for each in vitro cultured embryo, effectively avoiding potential risks and ethical problems caused by sample confusion and contamination. …”
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Exploring characteristics and severity of road traffic injuries in Lebanon using emergency department hospital-based data by Dalal Youssef, Pascale Salameh, Walid Al-Shaar, Nada Ghosn, Louis-Rachid Salmi

“…Designated focal persons reported injuries weekly using a standardized form, which included demographic and crash-related variables, body lesions, and vital signs. Data were coded per the International Classification of Diseases (ICD-10), entered into Epidata, and analyzed using SPSS. …”
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Adverse drug events of immune checkpoint inhibitors - a retrospective, descriptive real-world data analysis by Lauris Annatha Mariam Auch, Chloé Sieber, Dirk Lehnick, Balthasar L. Hug

“…Abstract Aims The objective of this study was to analyze immune-related adverse events (irAEs) in a real-world data sample and examine the differences in incidence between affected organ systems, irAE severity, therapeutic agent, and gender. …”
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National-Level Consumption of Antimicrobials in the Veterinary Sector in Uganda: A Report on Analysis of Import Data for 2021 by Marion Murungi, Patrick Vudriko, Helen Byomire Ndagije, Diana Nakitto Kesi, Allan Serwanga, Kalidi Rajab, Leonard Manirakiza, John Paul Waswa, Hassan Kasujja, Mark Barigye, Ddembe Kaweesi, Harriet Akello, Juliet Namugambe, Reuben Kiggundu, Niranjan Konduri

“…The objective of this study was to estimate the antimicrobial consumption (AMC) of veterinary antimicrobials at the national level using import data from January to December 2021, available from the Uganda National Drug Authority (NDA). …”
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Hospitalization due to pneumococcal disease in the Unified Health System in Brazil: A retrospective analysis of administrative data by Daniela V. Pachito, Mauricio Longato, Guilherme Cordeiro, Paulo H.R.F. Almeida, Ricardo Macarini Ferreira, Ana Paula N. Burian

“…Methods: Retrospective analysis of administrative data on hospitalized cases of pneumococcal disease from January 2019 to July 2023. …”
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The association between urinary and dietary potassium and diabetic microvascular complications: insights from UK Biobank data by Chao Li, Jingjing Zeng, Xufang Huang, Ying Li, Aaron M. Lett, Yucen Wu, Qiqi You, Wan Fu, Shaoyong Xu

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