Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review by Md Shofiqul Islam, Fahmid Al Farid, F. M. Javed Mehedi Shamrat, Md Nahidul Islam, Mamunur Rashid, Bifta Sama Bari, Junaidi Abdullah, Muhammad Nazrul Islam, Md Akhtaruzzaman, Muhammad Nomani Kabir, Sarina Mansor, Hezerul Abdul Karim

“…According to the taxonomy, each deep learning model is discussed, encompassing its core functionality and a critical assessment of its suitability for imaging-based SARS-CoV-2 detection. …”
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Dilemma in primary care facility development:a qualitative study based on grounded theory in Guilin city by Siyuan Wang, Ranfeng Hang, Yingjue Wei, Jianying Liu, Wuxiang Shi, Zhaoquan Huang

“…Conclusion: The development of primary care facilities is constrained by a variety of factors, with resource allocation balance and compensation mechanism improvement as core issue, ''approach of the joint reform of 3Ms'' as an external condition, ''adjustment of functional positioning''(adjustment of functional positioning of primary care facilities) as key link, and the construction of cohesion hospital group as important approach.…”
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Treatment Trade‐Offs and Choices for Femoral Fractures: A Systematic Review and Meta‐Analysis by Jiarui Li, Zhu Guo, Tianrui Wang, Kunyue Xing, Wenzhuo Wang, Yaowei Liu, Jiyao Xing, Hongfei Xiang, Jingdong Wang, Bohua Chen, Dongming Xing, Xiaolin Wu

“…ABSTRACT In resource‐limited settings, selecting the appropriate treatment for femoral fractures is crucial as it affects both patient recovery and the efficient use of medical resources. …”
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Sustainable crop recommendation system using seasonally adaptive recursive spectral convolutional neural network for responsible agricultural production by Gopinath Selvaraj, Sakthivel Kuppusamy, Menaka Aswathanarayanan

“…However, selecting the ideal crop based on season remains challenging, often resulting in inefficient resource use and reduced yield. …”
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Strategy for Construction and Improvement of 4R Resilience Evaluation Model for Coastal Cities by Qixiang QIN, Weiping ZHANG, Yasen YIN

“…The reasons leading to the aforesaid results are mainly summarized in the following three aspects. 1) Due to dense population and land shortage, city samples with high development intensity pay more attention to spatial redundancy and resource acquisition during disasters, and their urban core functional areas have achieved full coverage of public services and emergency service facilities to a large extent through encrypted road networks, mixed land use, vertical functional layout and other ways. …”
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Studying grain color diversity in the barley collection of VIR by A. Y. Glagoleva, L. A. Novokreschenov, O. Y. Shoeva, O. N. Kovaleva, E. K. Khlestkina

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Prebiotic properties and antioxidant effect of crude extracts and polysaccharides from Agaricus bisporus and Pleurotus ostreatus mushrooms by Yousra A. El-Maradny, Amr S. Abouakkada, Aleya Abdel Gawad Abbass, Amani Farouk Abaza, Esmail M. El-Fakharany

“…These findings demonstrate that polysaccharides from A. bisporus and P. ostreatus are promising candidates for functional food development. These extracts offer a multifaceted approach to promoting gut health and reducing oxidative stress through selectively stimulating beneficial Lactobacillus species while inhibiting the growth of pathogens and exerting significant antioxidant effects.…”
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Microbial composition, assembly, and functional characteristics of generalized and specialized subcommunities under flooded paddy fields: long-term pesticide versus non-pesticide m... by Jing-Wen Wang, Jing-Wen Wang, Cai-Ting Han, Cai-Ting Han, Cai-Ting Han, Dong-Ming Wu, Dong-Ming Wu, Dong-Ming Wu, Wei Zhou, Wei Zhou, Miao Gao, Miao Gao, Yu-Shuang Li

“…Especially for specialists, it had a homogenization selection and diffusional limitation during community succession, because it was characterized by constrained adaptability, narrow ecological niches and high resource specificity. …”
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Image acquisition technology for unmanned aerial vehicles based on YOLO - Illustrated by the case of wind turbine blade inspection by Zhenjun Dai

“…Wind energy, as a renewable energy source, is becoming increasingly important. The maintenance and damage detection of wind turbine blades are particularly crucial. …”
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment by Sarah A. Alzakari, Mohammad Alamgeer, Abdullah M. Alashjaee, Monir Abdullah, Khalid Nazim Abdul Sattar, Asma Alshuhail, Ahmad A. Alzahrani, Abdulwhab Alkharashi

“…Detecting DoW threats involves monitoring and analyzing the system-level resource consumption of specific bare-metal mechanisms. …”
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Study on Outdoor Spectral Inversion of Winter Jujube Based on BPDF Models by Yabei Di, Jinlong Yu, Huaping Luo, Huaiyu Liu, Lei Kang, Yuesen Tong

“…To address this problem, this study proposes a correction method for outdoor spectral inversion based on the bidirectional polarization reflectance distribution function (BPDF) model. It was used to enhance the detection accuracy of water content and soluble solid (SSC) content of winter jujube. …”
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Patterns and risk factors of falls among older adults: a systematic review by Tetiana Yermakova

“…The Web of Science Core Collection database was selected as the data source. The search included publications from the last 10 years (2014–2024). …”
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Response of Four Shrubs to Drought Stress and Comprehensive Evaluation of Their Drought Resistance by Bing Ma, Haibo Hu, Xingyu Liu, Qi Wang, Hongwei Zhou, Sheng Chen, Jiacai Liu, Yuyan Li

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Leader’s discourse in responding to natural disaster: an appraisal analysis by T. Thyrhaya Zein, T. Syarfina, Muhammad Yusuf

“…He presents resources of positive, negative, and unbiased attitudes as a leader. …”
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Efficient toluene degradation using Bacillus subtilis biofilm-supported Mn–Ce/zeolite catalysts by Muhammad Zubair Mohsin, Ali Mohsin, Waqas Qamar Zaman, Xiaojuan Zhu, Xihua Zhao, Zain Abbas, Muhammad Hammad Hussain, Ali Shan, Salim-ur-Rehman, Muhammad Asif Nawaz, Rabia Omer, Yingping Zhuang, Meijin Guo, Jiaofang Huang

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RPA: a memory-efficient metric-space recall@R ANNS index by JIANG Runben, CHEN Jiaying, MAO Rui

“…As an array, for each data element, RPA stores only l identities (IDs) of its nearest pivots out of k pre-selected ones (l≪k). During search, the order of distances from each data element to the query is approximated by a score function based on the distances from its nearest pivots to the query, and a bounded heap is maintained to store R candidate results. …”
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Genome-wide identification and functional characterization of the LBD transcription factor gene family in Zanthoxylum armatum DC. reveal its potential role in leaf variation by Yifei Deng, Chong Sun, Xueqian Fu, Yuan Guo, Yongxing Zhu, Chongyu Liu, Ruxin Xu, Han Liu, Qiang Li, Ning Tang, Mi Kuang, Wenying Yang, Xia Liu, Zexiong Chen

“…In the natural population of Z. armatum, due to long-term selection, the leaves size and shape show rich diversity in different latitude regions. …”
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Finding RB/Rpi-blb1/Rpi-sto1-like sequences in conventionally bred potato varieties by O. Y. Antonova, N. S. Klimenko, Z. Z. Evdokimova, L. I. Kostina, T. A. Gavrilenko

“…At the same time there is a high probability of finding geno types with the Rpi-sto1 gene (functional homologues of  Rpi-blb1) among conventionally bred varieties because for about 40 years S. stoloniferum has been used in breeding as a source of the Rysto and Ry-fsto genes of the extreme resistance to the most important viral pathogen PVY. …”
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Numerical Analysis of Transient Burn Injury Grading Through Coupled Heat Transfer and Damage Integral Modeling by Chao Zhang, Xinbin Ma, Mengxi Li, Yubin Qiu, Moon Keun Kim, Jiying Liu

“…Under the working conditions selected in this paper, the heat source mainly affects the epidermis and dermis directly below, and has less influence on the area above, which is in convective heat transfer. …”
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Spatial Distribution Characteristics and Co-occurrence Risk of Rainstorms and High Tide Levels in Guangzhou by Zheng Yangkun, Wang Feng, Wei Qiuying, Zhang Yun, Yang Fang, Hu Maochuan

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