Potential of long-term satellite observations and reanalysis products for characterising soil drying: trends and drought events by M. Hirschi, P. Stradiotti, B. Crezee, B. Crezee, W. Dorigo, S. I. Seneviratne

“…In addition, we use a new root zone soil moisture dataset derived from the ESA CCI COMBINED product.…”
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Multicentre case-control study on the association between COVID-19 vaccines and neurological disorders (COVIVAX) by Elisabetta Pupillo, Elisa Bianchi, Ettore Beghi, Francesco Andrea Pedrazzini, Angela Giglio, Edoardo Dalmato Schilke, Marco Percetti, Carlo Morotti Colleoni, Gabriele Mainini, Paolo Calabresi, Guido Primiano, Giovanni Frisullo, Alessandro Padovani, Viviana Cristillo, Andrea Pilotto, Davide Arici, Stefano Gipponi, Gioacchino Tedeschi, Alessandro d’Ambrosio, Rosario Domenico Melisi, Antonio Gallo, Alvino Bisecco, Andrea Salmaggi, Paola Basilico, Chiara Scaccabarozzi, Lorenzo Kiferle, Raffaella Valenti, Gianluca Avino, Annamaria Borghi, Sara Contardi, Andrea Zini, Carlo Ferrarese, Simone Beretta

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TRACE Model: Predicting Treatment Response to Transarterial Chemoembolization in Unresectable Hepatocellular Carcinoma by Wang W, Zhang Q, Cui Y, Zhang S, Li B, Xia T, Song Y, Zhou S, Ye F, Xiao W, Cao K, Chi Y, Qu J, Zhou G, Chen Z, Zhang T, Chen X, Ju S, Wang YC

“…An external multicenter dataset (ChiCTR2100046020) consisting of 63 patients with 99 hCCs served as the test dataset. …”
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iDIA-QC: AI-empowered data-independent acquisition mass spectrometry-based quality control by Huanhuan Gao, Yi Zhu, Dongxue Wang, Zongxiang Nie, He Wang, Guibin Wang, Shuang Liang, Yuting Xie, Yingying Sun, Wenhao Jiang, Zhen Dong, Liqin Qian, Xufei Wang, Mengdi Liang, Min Chen, Houqi Fang, Qiufang Zeng, Jiao Tian, Zeyu Sun, Juan Xue, Shan Li, Chen Chen, Xiang Liu, Xiaolei Lyu, Zhenchang Guo, Yingzi Qi, Ruoyu Wu, Xiaoxian Du, Tingde Tong, Fengchun Kong, Liming Han, Minghui Wang, Yang Zhao, Xinhua Dai, Fuchu He, Tiannan Guo

“…It achieves AUCs of 0.91 (LC) and 0.97 (MS) in the first validation dataset (n = 528), and 0.78 (LC) and 0.94 (MS) in an independent validation dataset (n = 116). …”
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Association of delayed asthma diagnosis with asthma exacerbations in children by Chung-Il Wi, MD, Euijung Ryu, PhD, Katherine S. King, MS, Jung Hyun Kwon, MD, PhD, Joshua T. Bublitz, BS, Miguel Park, MD, Sergio E. Chiarella, MD, Jason D. Greenwood, MD, MS, Thanai Pongdee, MD, Lynnea Myers, PhD, Björn Nordlund, PhD, Sunghwan Sohn, PhD, Elham Sagheb, MS, Bhavani Singh Agnikula Kshatriya, MS, Dave Watson, PhD, Hongfang Liu, PhD, Beverley J. Sheares, MD, MS, Carla M. Davis, MD, Wade Schulz, MD, PhD, Young J. Juhn, MD, MPH

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Mixture density networks for re-constructing historical ocean-color products over inland and coastal waters: demonstration and validation by Sundarabalan V. Balasubramanian, Ryan E. O’Shea, Ryan E. O’Shea, Arun M. Saranathan, Arun M. Saranathan, Christopher C. Begeman, Christopher C. Begeman, Daniela Gurlin, Caren Binding, Claudia Giardino, Michelle C. Tomlinson, Krista Alikas, Kersti Kangro, Moritz K. Lehmann, Moritz K. Lehmann, Lisa Reed

“…For both training and validation, the hyperspectral in situ radiometric and absorption datasets were resampled via the relative spectral response functions of MODIS, MERIS, and VIIRS to simulate the response of each multispectral ocean color mission. …”
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Evaluation of oral cholera vaccine (Euvichol-Plus) effectiveness against Vibrio cholerae in Bangladesh: an interim analysis by Amanda Tiffany, Ashraful Islam Khan, Firdausi Qadri, John D Clemens, Faisal Ahmmed, Farhana Khanam, Tahmina Shirin, Fahima Chowdhury, Md. Taufiqul Islam, Md Nazmul Islam, Md Nazmul Hasan Rajib, Md Ismail Hossen, Md. Taufiqur Rahman Bhuiyan, Shahinur Haque, Prasanta Kumar Biswas, Amirul Islam Bhuiyan, Zahid Hasan Khan, Mohammad Ashraful Amin, Aninda Rahman, S M Shahriar Rizvi, Lucy Breakwell

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Accessible moderate-to-severe obstructive sleep apnea screening tool using multidimensional obesity indicators as compact representations by Xiaoyue Zhu, Chenyang Li, Xiaoting Wang, Zhipeng Yang, Yupu Liu, Lei Zhao, Xiaoman Zhang, Yu Peng, Xinyi Li, Hongliang Yi, Jian Guan, Shankai Yin, Huajun Xu

“…We trained, validated, and tested models with logistic regression and other 5 machine learning algorithms on the clinical dataset and a community dataset. Light gradient boosting machine (LGB) had better performance of calibration and clinical utility than other algorithms in both clinical and community datasets. …”
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Results from Ad Hoc and Routinely Collected Data among Celiac Women with Infertility or Pregnancy Related Disorders: Italy, 2001–2011 by Francesca Fortunato, Domenico Martinelli, Rosa Prato, Biagio Pedalino

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Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method by Zhixin Guo, Tao Wang, Chaoyang Wang, Jianping Zhou, Guanjie Zheng, Xinbing Wang, Chenghu Zhou

“…We manually selected 2,118 data points from it to supplement the previously constructed global Sm-Nd dataset, increasing its sample count by over 20%. …”
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Scan-to-BIM-to-Sim: Automated reconstruction of digital and simulation models from point clouds with applications on bridges by Yunping Fang, Stergios-Aristoteles Mitoulis, Daniel Boddice, Jialiang Yu, Jelena Ninic

“…The framework, validated using the Arial Aqueduct Bridge case, reduces modelling time and computational demands, thereby streamlining construction simulations with improved accuracy and cost efficiency. The dataset collected for model generation and validation is openly available at https://doi.org/10.17632/znxxsgn2ky.1.…”
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Compact and Multiband MIMO Dielectric Resonator Antenna for Automotive LTE Communications by Tzu-Ling Chiu, Laure Huitema, Olivier Pajona, Thierry Monediere

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End-to-End Information Extraction from Courier Order Images Using a Neural Network Model with Feature Enhancement by Wei Shen, Han Li, Youbo Jin, Chase Q. Wu

“…We collected real cross-border logistics courier order images from a postal company in Zhejiang province, China, to build our dataset, COFIE, and conducted a series of experiments to explore the impact of hyperparameters on the extraction of key field text. …”
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Superficially Plausible Outputs from a Black Box: Problematising GenAI Tools for Analysing Qualitative SoTL Data by Mirjam Sophia Glessmer, Rachel Forsyth

“…In some instances, interpretations and extrapolations of data happened when it was clearly stated in the prompt that the tool should only analyse a specified dataset based on explicit instructions. Since both algorithm and training data of the GenAI tools are undisclosed, it is impossible to know how the outputs had been arrived at. …”
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Specialty-specific Evaluation of Virtual care Outcomes: A retrospective QUality and safety analysis (S-EVOQUe). by Shawn Mondoux, Frank Battaglia, Anastasia Gayowsky, Natasha Clayton, Cailin Langmann, Paul Miller, Alim Pardhan, Julie Mathews, Alex Drossos, Keerat Grewal

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Local resource competition and the skewness of the sex ratio: a demographic model by Lorenzo Mari, Marino Gatto, Renato Casagrandi

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Association of Taiwan’s Rainfall Patterns with Large-Scale Oceanic and Atmospheric Phenomena by Yi-Chun Kuo, Ming-An Lee, Mong-Ming Lu

“…A 50-year (1960–2009) monthly rainfall gridded dataset produced by the Taiwan Climate Change Projection and Information Platform Project was presented in this study. …”
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Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering by Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva

“…This combined approach was validated on an automotive dataset predicting CO2 emissions from vehicle sensor measurements such as mass air flow, intake pressure, temperature, and speed. …”
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Leptin as well as Free Leptin Receptor Is Associated with Polycystic Ovary Syndrome in Young Women by Nasser M. Rizk, Elham Sharif

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Automatic Player Face Detection and Recognition for Players in Cricket Games by Mahmood Ul Haq, Muhammad Athar Javed Sethi, Sadique Ahmad, Mohammed A. ELAffendi, Muhammad Asim

“…The system is trained on a large dataset of cricket game footage and achieves high accuracy in detecting and recognizing players’ faces even with several conditions such as occlusion, non-uniform illumination, expression and pose variation. …”
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