Adaptive spatial-channel feature fusion and self-calibrated convolution for early maize seedlings counting in UAV images by Zhenyuan Sun, Zhenyuan Sun, Zhenyuan Sun, Zhi Yang, Zhi Yang, Yimin Ding, Yimin Ding, Boyan Sun, Boyan Sun, Saiju Li, Saiju Li, Zhen Guo, Zhen Guo, Lei Zhu, Lei Zhu

“…Testing on this dataset demonstrated that RC-Dino outperformed existing models, including DINO, Faster R-CNN, RetinaNet, YOLOX, and Deformable DETR. …”
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L’ensemble monumental du Pâtis à Vieillevigne (Loire-Atlantique) : un nouvel exemple de complexe sur cour laténien en Gaule by Yann Dufay-Garel, Marie Grall, Sandrine Paradis-Grenouillet, Rémy Wassong

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A multimodal transformer system for noninvasive diabetic nephropathy diagnosis via retinal imaging by Zheyi Dong, Xiaofei Wang, Sai Pan, Taohan Weng, Xiaoniao Chen, Shuangshuang Jiang, Ying Li, Zonghua Wang, Xueying Cao, Qian Wang, Pu Chen, Lai Jiang, Guangyan Cai, Li Zhang, Yong Wang, Jinkui Yang, Yani He, Hongli Lin, Jie Wu, Li Tang, Jianhui Zhou, Shengxi Li, Zhaohui Li, Yibing Fu, Xinyue Yu, Yanqiu Geng, Yingjie Zhang, Liqiang Wang, Mai Xu, Xiangmei Chen

“…Our Trans-MUF achieved an AUC of 0.980 (95% CI: 0.979 to 0.980) over the internal retrospective set and also had superior generalizability over a prospective dataset (AUC: 0.989, 95% CI: 0.987 to 0.990) and a multicenter, cross-machine and multi-operator dataset (AUC: 0.932, 95% CI: 0.931 to 0.939). …”
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Subtyping Social Determinants of Health in the "All of Us" Program: Network Analysis and Visualization Study by Suresh K Bhavnani, Weibin Zhang, Daniel Bao, Mukaila Raji, Veronica Ajewole, Rodney Hunter, Yong-Fang Kuo, Susanne Schmidt, Monique R Pappadis, Elise Smith, Alex Bokov, Timothy Reistetter, Shyam Visweswaran, Brian Downer

“…ObjectiveThis study aims to analyze the All of Us dataset for addressing two research questions: (1) What are the range of and responses to survey questions related to SDoH? …”
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Molecular epidemiology of carbapenem-resistant Acinetobacter baumannii group in Taiwan by Tran Lam Tu Quyen, Yu-Chia Hsieh, Shiao-Wen Li, Lii-Tzu Wu, Ya-Zhu Liu, Yi-Jiun Pan

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An Arctic sea ice concentration data record on a 6.25 km polar stereographic grid from 3 years of Landsat-8 imagery by H.-S. Jung, S.-M. Lee, S.-M. Lee, J.-H. Kim, K. Lee

“…The vast amount of Landsat-8 SIC generated in this study may also be used to train deep-learning models for the estimation of Arctic SIC coverage. The Landsat-8 SIC dataset can be publicly accessed at <span class="uri">https://doi.org/10.5281/zenodo.10973297</span> (Jung et al., 2024), and the Python codes for the production and evaluation of the Landsat-8 SIC dataset are accessible at <span class="uri">https://doi.org/10.5281/zenodo.12754602</span> (Jung, 2024).…”
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Mental health in public safety personnel with workplace injuries requiring surgery: a longitudinal population-wide administrative data study in Manitoba, Canada by Tracie O Afifi, Jitender Sareen, Dan Chateau, Alyson Mahar, Jordan Nantais, James Bolton, Allen Kraut, Sarvesh Logsetty, Thomas Turgeon, Brenda Comaskey, Justin Gawaziuk, Rae Spiwak, Lauren Burton, Anthony Wightman, Jai Sareen, Natalie Mota

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Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery by Tyler J. Loftus, MD, Matthew M. Ruppert, MS, Benjamin Shickel, PhD, Tezcan Ozrazgat-Baslanti, PhD, Jeremy A. Balch, MD, Kenneth L. Abbott, MD, Die Hu, MS, Adnan Javed, MD, Firas Madbak, MD, Faheem Guirgis, MD, David Skarupa, MD, Philip A. Efron, MD, Patrick J. Tighe, MD, William R. Hogan, MD, Parisa Rashidi, PhD, Gilbert R. Upchurch, Jr, MD, Azra Bihorac, MD

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Outcome evaluation and cost-effectiveness analysis for an integrated multidisciplinary diabetic limb salvage program: a combined observational and simulation study by Yan Sun, Xiaoli Zhu, Jaime Lin, John Abisheganaden, Zhiwen Joseph Lo, Lixia Ge, Joseph Molina, Elaine Tan, Huiling Liew, Jeremy Hoe, Gary Ang, Kai Qiang Low, Theophilus Yap, Nur Aberleen Syafirah Binte Azmi, Enming Yong, Tiffany Chew, Hui Yan Koo, Chelsea Law, Dexter Yak Seng Chan, Claris Shi, Julia Choo, Wai Han Hoi, Sadhana Chandraskear, Jo Ann Lim, Jemes Siow, Sabariah Binte Kaspon, Subramaniam Tavintharan, Daniel Chew

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Different Clinical Features of Acral Abortive Hemangiomas by N. Vega Mata, J. C. López Gutiérrez, B. Vivanco Allende, M. S. Fernández García

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Exploring socioeconomic concerns in Italian social media discourse on migration: A sentiment analysis of X posts by Indelicato Alessandro, Martín Juan Carlos, Di Rocco Rossella Maria Pia, Marinello Vincenzo

“…The study compiled a dataset of X posts containing the keyword “immigrati” (immigrants) and conducted sentiment analysis to gauge the prevailing attitudes. …”
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Detecting Different Road Infrastructural Elements Based on the Stochastic Characterization of Speed Patterns by Mario Muñoz-Organero, Ramona Ruiz-Blázquez

“…We first eliminate the speed samples in congested traffic conditions which are not comparable with clear traffic conditions and would contaminate the dataset. Then, we calculate the probability mass function for the speed (in 1 m/s intervals) at each point. …”
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AI-Driven Signal Processing for SF6 Circuit Breaker Performance Optimization by Philippe A. V. D. Liz, Giovani B. Vitor, Ricardo T. Lima, Aurélio L. M. Coelho, Eben P. Silveira

“…Thus, the proposed modeling considers the signal preprocessing steps for feature extraction, the generation of the dataset for model training, the use of different machine learning techniques to automatically find the desired points, and, finally, the identification of the best moments for controlled switching of the circuit breakers. …”
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Interhemispheric Transfer in Down’s Syndrome by C. M. J. Braun, L. Riopel

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Granulocytic Sarcoma by AML M4eo (inv16) after Allogeneic Stem Cell Transplantation without Bone Marrow Involvement by Stephan Zaenker, Stefan Schweyer, Justin Hasenkamp, Lorenz Truemper, Gerald Wulf

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Copula-Based Probabilistic Hazard Assessment Model for Debris Flow Considering the Uncertainties of Multiple Influencing Factors by Mi Tian, Yuan Shen, Long Fan, Xiao-Tao Sheng

“…Results show that the developed V–RI–AL probabilistic model can provide reasonable estimates of debris-flow volume in Taiwan for a specific probability level of 0.94, and show better predictive performance than the empirical relationships by using an independent debris-flow dataset in Taiwan for validation. The developed multivariate joint probabilistic model can also provide the exceedance probability of debris flows through considering the uncertainties of debris flow and its influencing factors, providing a preliminary reference for hazard assessment of the debris flows.…”
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Face and Voice Recognition-Based Emotion Analysis System (EAS) to Minimize Heterogeneity in the Metaverse by Surak Son, Yina Jeong

“…The system’s performance is validated through dataset testing, and future directions are suggested based on simulation outcomes.…”
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Mining Community-Level Influence in Microblogging Network: A Case Study on Sina Weibo by Yufei Liu, Dechang Pi, Lin Cui

“…Empirical studies on a real-world dataset from Sina Weibo demonstrate the superiority of the proposed model.…”
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BINARY HARD-SPHERE COLLOID-DROPLET MIXTURES WITH THE PYRITE-TYPE STRUCTURE by Minh Tu Vu, Tran Thanh Nam Nguyen, Phan Thuy Linh Tran, Van Dien Pham, Thi Hien Doan, Manh Cuong Tran, Van Hai Pham

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