UAV Hyperspectral Remote Sensing Image Classification: A Systematic Review by Zhen Zhang, Lehao Huang, Qingwang Wang, Linhuan Jiang, Yemao Qi, Shunyuan Wang, Tao Shen, Bo-Hui Tang, Yanfeng Gu

“…The potential of UAV hyperspectral image classification techniques in addressing high-dimensional data and complex scenarios is also thoroughly described. Furthermore, this article delves into cutting-edge research trends, such as lightweight model development, hyperspectral large models, multisource data fusion, and model interpretability, while also highlighting future trends for UAV hyperspectral remote sensing classification technology, particularly in real-time monitoring and intelligent applications.…”
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Impact of Abdominal Obesity on Thyroid Auto-Antibody Positivity: Abdominal Obesity Can Enhance the Risk of Thyroid Autoimmunity in Men by Jazyra Zynat, Suli Li, Yanrong Ma, Li Han, Fuhui Ma, Yuyuan Zhang, Bei Xing, Xinling Wang, Yanying Guo

“…The interrelation between obesity and autoimmune thyroid diseases is complex and has not been confirmed. The aim of the present study was to observe the relationship between thyroid autoimmunity and obesity, especially abdominal obesity, in a large population. …”
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Renal transplant recipient and deceased-donor risk profiles at Wits Donald Gordon Medical Centre, Johannesburg, South Africa: A 9-year review by F van der Schyff, M Barnard, B Ströbele, M de Jager, R Britz, P Gaylard, J Loveland

“…Decision-making around the acceptance of deceased-donor organs is complex and time sensitive. Risk scoring systems for both donors and recipients attempt to simplify the allocation of renal grafts to the most appropriate recipient. …”
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Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions by Francesco Prendin, Olivia Streicher, Giacomo Cappon, Eva Rolfes, David Herzig, Lia Bally, Andrea Facchinetti

“…Results The run-to-run forecasting algorithm based on recursive autoregressive model (rAR) outperformed the other techniques, achieving Precision of 64.38%, Recall of 84.43%, F1-score of 73.06%, a median TG of 10 min and 1 false alarm every 6 days. More complex deep learning models demonstrated similar median TG but inferior forecasting capabilities with F1-score ranging from 54.88% to 64.10%. …”
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Bibliometric analysis for sustainable food waste using multicriteria decision by . Syafrudin, I.B. Priyambada, M.A. Budihardjo, S. Al Qadar, A.S. Puspita

“…This study explored the complex field of sustainable food waste management by conducting a comprehensive bibliometric analysis of multi-criteria decision uses in this field. …”
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A Multi-Target Threat Assessment Method Based on Objective Three-Way Decision by Humberto Baldessarini Pires, Lamartine Nogueira Frutuoso Guimaraes, Sergio Reboucas

“…The O3WD quantifies uncertainty through cosine entropy, modeling its relationship with risk avoidance coefficients non-linearly. Given the complex interplay of factors—such as sensor accuracy and environmental conditions—that contribute unpredictably to uncertainty, this concept better captures the dynamics inherent in TA. …”
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Smart City Products and Their Materials Assessment Using the Pentagon Framework by Pedro Ponce, Mario Rojas, Juana Isabel Mendez, Brian Anthony, Russel Bradley, Aminah Robinson Fayek

“…Smart cities are complex urban environments that rely on advanced technology and data analytics to enhance city services’ quality of life, sustainability, and efficiency. …”
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Expression Analysis and Functional Validation of DcTPSb1 in Terpene Synthesis of <i>Dendrobium chrysotoxum</i> by Yuxuan Jin, Shuting Zhou, Zhihui Du, Weize Wang, Zhilin Chen

“…The classification of DcTPSb1 as a terpene synthase capable of producing multiple products provides valuable insights into the complex biosynthesis of terpenes in orchids. These findings enhance our understanding of the functional diversity of <i>DcTPSb1</i> and the processes involved in terpene biosynthesis in orchids.…”
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MRI findings in patients with psychogenic non‐epileptic seizures: Prevalence, distribution, and classification of the findings. A single tertiary epilepsy center experience by Aleix Jareno‐Badenas, Mario Matute‐González, Luis Pintor, Estefanía Conde‐Blanco, Mar Carreño, Xavier Setoain, Camilo Pineda, Fernando Diego Choque‐Chávez, Tomás Fernández, Núria Bargalló, Sofía González‐Ortiz

“…Significance MRI anomalies are common in PNES patients and even more prevalent in complex cases referred to epilepsy units, underscoring the necessity of correlating MRI findings with clinical‐electrical patterns. …”
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Accurate Spatial Heterogeneity Dissection and Gene Regulation Interpretation for Spatial Transcriptomics using Dual Graph Contrastive Learning by Zhuohan Yu, Yuning Yang, Xingjian Chen, Ka‐Chun Wong, Zhaolei Zhang, Yuming Zhao, Xiangtao Li

“…Benchmarking stDCL against other state‐of‐the‐art clustering methods using complex cortex datasets demonstrates its superior accuracy and effectiveness in identifying spatial domains. …”
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Phenotypic Profiling of Selected Cellulolytic Strains to Develop a Crop Residue-Decomposing Bacterial Consortium by Arman Shamshitov, Egidija Satkevičiūtė, Francesca Decorosi, Carlo Viti, Skaidrė Supronienė

“…Overall, these findings underscore the critical role of metabolic profiling in gaining a deeper understanding of microbial capabilities and addressing the complexities of residue composition and environmental variability.…”
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Enhancing Reliability in Infrastructure-Based Collective Perception: A Dual-Channel Hybrid Delivery Approach With Real-Time Monitoring by Yu Asabe, Ehsan Javanmardi, Jin Nakazato, Manabu Tsukada, Hiroshi Esaki

“…Standalone autonomous vehicles primarily rely on their onboard sensors and may have blind spots or limited situational awareness in complex or dynamic traffic scenarios, leading to difficulties in making safe decisions. …”
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Access to Diagnostics and Treatment for People With Metastatic EGFR-Positive NSCLC: Lessons From Project PRIORITY by Jill Feldman, MA, Ivy Elkins, MBA, Zofia Piotrowska, MD, Bellinda L. King-Kallimanis, PhD, Tendai Chihuri, MD, Carly Johnson, BS, Alecia Clary, PhD, Teri Kennedy, MA, Upal Basu Roy, PhD, MPH

“…This paper is the first to explore this and found it is possible to have people self-report complex health information about their lung cancer. …”
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Increasing Donor Endothelial Cell Pool by Culturing Cells from Discarded Pieces of Human Donor Corneas for Regenerative Treatments by Mohit Parekh, Vito Romano, Alessandro Ruzza, Stephen B. Kaye, Diego Ponzin, Sajjad Ahmad, Stefano Ferrari

“…Descemet’s membrane-endothelial complex was peeled from the center (8.25 mm) and the periphery (2.75 mm) and plated in two different wells of an 8-well chamber slide with media refreshed every alternate day. …”
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Morphological, Physiological, and Molecular Responses to Heat Stress in Brassicaceae by Iram Batool, Ahsan Ayyaz, Tongjun Qin, Xiaofen Wu, Weiqi Chen, Fakhir Hannan, Zafar Ullah Zafar, Muhammad Shahbaz Naeem, Muhammad Ahsan Farooq, Weijun Zhou

“…While such studies are limited in <i>B. napus</i>, contrasting trends in gene expression have been observed across different species and cultivars, suggesting these genes play a complex role in heat stress tolerance. Key knowledge gaps are identified regarding the impact of heat stress during the growth stages of <i>B. napus</i>. …”
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Wearable Sensors Measure Ankle Joint Changes of Patients with Parkinson’s Disease before and after Acute Levodopa Challenge by Zhuang Wu, Xu Jiang, Min Zhong, Bo Shen, Jun Zhu, Yang Pan, Jingde Dong, Pingyi Xu, Wenbin Zhang, Li Zhang

“…The purpose of this study was to decompose the complex ankle joint movement, measure ankle joint changes before and after the acute levodopa challenge test (ALCT), and investigate the effects of these parameters on gait performance. …”
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Process evaluation of a cross-sectoral, coordinated follow-up care of stroke patients: a qualitative study by Theresa Schrage, Claudia Glissmann, Götz Thomalla, David Leander Rimmele, Holger Schmidt, Michael Rosenkranz, Stefan Boskamp, Martin Härter, Levente Kriston

“…Abstract Background Implementation of interventions to improve follow-up stroke care is complex due to the involvement of various stakeholders and challenges of health care coordination. …”
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Pandemic or “Plandemic”?: The Mediating Role of Epistemic Justification Strategies in the Relationship Between COVID‐19 Conspiracy Beliefs and COVID‐19 Vaccine Conspiracy Beliefs... by Ali Gökalp, Servet Üztemur, Po‐Ching Huang, Aslı Kartol, Hsin‐Chi Tsai, Erkan Dinç, Mark D. Griffiths, Chung‐Ying Lin

“…Conclusion Using the COVID‐19 pandemic as an example, the present results indicated the complex relationships between conspiracy beliefs and epistemic justification. …”
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Characterization of an IncR Plasmid with Two Copies of ISCR-Linked qnrB6 from ST968 Klebsiella pneumoniae by Changrui Qian, Xinyi Zhu, Junwan Lu, Kai Shen, Qianqian Chen, Wangxiao Zhou, Hongmao Liu, Wei Lu, Danying Zhou, Zhewei Sun, Xi Lin, Kewei Li, Qiyu Bao, Teng Xu, Shunfei Lu

“…The IncR backbone sequence of P. mirabilis AOUC-001 chromosome shows the highest identity with that of pR50-74. Complex class 1 integrons carrying various copies of ISCR1-sdr-qnrB6-△qacE/sul1 (ISCR1-linked qnrB6 unit) were identified in IncR plasmids. …”
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Mobilising knowledge with nurses practicing during the Covid-19 pandemic: Prioritising strategies for enhancing nurses’ psychological wellbeing in the workplace by E. Rowland, A. Conolly, R. Abrams, R. Harris, J. Maben

“…Following study completion, efforts focused on mobilising knowledge through the development strategies (outputs) to better support nurses’ psychological wellbeing during future pandemics and inform healthcare policy (outcome) that over time, could potentially lead to real-world impact from our research.In healthcare, demonstrating research impact is important yet complex. Knowledge mobilisation activities are crucial for developing impact pathways by collaborating with key stakeholders to share knowledges and find solutions to workplace challenges. …”
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