Convolutional Neural Network–Vision Transformer Architecture with Gated Control Mechanism and Multi-Scale Fusion for Enhanced Pulmonary Disease Classification by Okpala Chibuike, Xiaopeng Yang

“…In each component block, the CNN is used to extract the local features, which are then passed through the ViT to capture the global dependencies. …”
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Questioning the Wet Space by Selim Sertel Öztürk, Burkay Pasin

“…Accordingly, we concentrate on selected apartments in Turkey that were built between 1950 and 1970 and are still in use today: Ataköy Housing Estate, Phase I-II, and Yeşiltepe Blocks, developed and built by the Emlak Kredi Bank. …”
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Digital potential of the region: theoretical aspects and assessment in the Republic of Belarus by Olga M. Sherstneva

“…Based on the selected parameters and grouped blocks, an original methodology for assessing the level of digital potential of the regions of the Republic of Belarus was developed. …”
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A heat-shock protein axis regulates VEGFR2 proteolysis, blood vessel development and repair. by Alexander F Bruns, Nadira Yuldasheva, Antony M Latham, Leyuan Bao, Caroline Pellet-Many, Paul Frankel, Sam L Stephen, Gareth J Howell, Stephen B Wheatcroft, Mark T Kearney, Ian C Zachary, Sreenivasan Ponnambalam

“…HSP90 perturbation selectively inhibited VEGF-A-stimulated human endothelial cell migration in vitro. …”
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Assessing iron and zinc nano-fertilizers on rice growth: comparative study using drought tolerance indices and graphic analysis by M. Jafarsalehi, P. Mazloom, M. S. Daliri, S. A. Mousavi, A. Eftekhari

“…In the review of the selected treatments for cultivation based on drought tolerance indices, treatments Tr2, Tr5 and Tr11 were selected as suitable treatments for cultivation in conditions of lack of humidity. …”
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Improving the Principles of Identifying Critical Requirements for the Assembly of High-Precision Products by A. V. Nazaryev, P. Yu. Bochkarev

“…To conduct the research, a high-precision assembly unit was selected — “Stator Package 2”. The research was carried out under real conditions of the existing multiproduct manufacture. …”
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A study of massive multidimensional data sharing and interaction algorithms based on cloud-edge collaboration by Xiaodong Zhang, Jing Wang, Ke Yang

“…The experimental results demonstrate that the algorithm can achieve the sharing and interaction of massive multidimensional data, and the total number of honest nodes in the selected consensus node set reaches over 90%. The consensus process can generate more efficient blocks, which enhances the fault tolerance of data sharing. …”
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Janus kinase inhibitors for alopecia areata: a review of clinical data by Yutong Sun, Qian Li, Yanli Zhang, Yaling Liu

“…Janus kinase (JAK) inhibitors selectively inhibit JAK, block the signal transducer and activator of transcription pathway, and often interfere with T-cell-mediated inflammatory cytokine pathways. …”
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Can Power Laws Help Us Understand Gene and Proteome Information? by J. A. Tenreiro Machado, António C. Costa, Maria Dulce Quelhas

“…Proteins are biochemical entities consisting of one or more blocks typically folded in a 3D pattern. Each block (a polypeptide) is a single linear sequence of amino acids that are biochemically bonded together. …”
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Fully Integrated Passive UHF RFID Tag for Hash-Based Mutual Authentication Protocol by Shugo Mikami, Dai Watanabe, Yang Li, Kazuo Sakiyama

“…We design a single chip including the analog front end and the digital processing block. We select a lightweight hash function supporting 80-bit security strength and a standard hash function supporting 128-bit security strength. …”
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MEASegNet: 3D U-Net with Multiple Efficient Attention for Segmentation of Brain Tumor Images by Ruihao Zhang, Peng Yang, Can Hu, Bin Guo

“…The encoder employs Parallel Channel and Spatial Attention Block (PCSAB), the bottleneck layer leverages Channel Reduce Residual Atrous Spatial Pyramid Pooling (CRRASPP) attention, and the decoder layer incorporates Selective Large Receptive Field Block (SLRFB). …”
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MFI-Net: multi-level feature invertible network image concealment technique by Dapeng Cheng, Minghui Zhu, Bo Yang, Xiaolian Gao, Wanting Jing, Yanyan Mao, Feng Zhao

“…However, existing methods often lack precision in selecting the hidden regions and primarily rely on residual structures. …”
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Photocatalytic C-N coupling from stable and transient intermediates for gram-scale acetamide synthesis by Xin Li, Weiping Yang, Junping Yue, Jieyuan Li, Shujie Shen, Ruimin Chen, Jielin Wang, Huimin Dan, Dagang Yu, Fan Dong

“…Abstract Electro/photocatalytic C-N coupling acts as a key build-block to the next generation of chemicals like amides for wide applications in energy, pharmaceuticals and chemical industries. …”
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Recent achievements in synthesis of anthracene scaffolds catalyzed transition metals by Fadhil Faez Sead, Fadhil Faez Sead, Fadhil Faez Sead, Vicky Jain, R. Roopashree, Aditya Kashyap, Suman Saini, Girish Chandra Sharma, Pushpa Negi Bhakuni, Pushpa Negi Bhakuni, Mosstafa Kazemi, Ramin Javahershenas

“…Anthracene, a polycyclic aromatic hydrocarbon, is valued for its lightweight, stability, and electron transport capabilities, making it a key building block in advanced materials. Traditional synthesis methods often face challenges such as low selectivity and harsh conditions. …”
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CHALLENGES OF EMPOWERING LOCAL COMMUNITY: THE CASE OF ADDIS ABABA POLICE COMMISSION by HABETEGABRAEL, Dawit

“…This study probes the challenges to implement the strategies of community policing in empowering the community at Ketena 09, Addis Ketema Sub city. The sub city was selected after a comparison was made among the eleven sub-cities of police in the metro Politian. …”
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Methodological design support for new-generation airship gas-air system by Alexander Nikolayevich Kirilin, Anna Alexandrovna Boldyreva

“…This research objectives are a methodological design support of the new-generation airship GAS; the development of practical recommendations for selecting geometrical and physical parameters of the basic GAS elements. …”
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Graph signal processing based pilot pattern design and channel estimation for OFDM system by Bin HE, Guobing LI, Yuan CHEN, Guomei ZHANG

“…Orthogonal frequency division multiplexing (OFDM) is one of the key technologies in the physical layer of the internet of things (IoT).Pilot design and channel estimation are key issues in OFDM systems.In view of the problem of performance loss by fixed pilot pattern due to the complexity and variety of IoT communication scenarios, a pilot design and channel estimation scheme based on graph signal processing (GSP) was proposed.Firstly, the time-frequency resource block was modeled as a graph signal, and the channel estimation problem was reformulated into a sampling and reconstruction problem of the graph signal.Then, considering the influence of time-frequency fading, a weighted graph adjacency matrix was designed to construct a graph topology structure based on the time-frequency position.On this basis, the pilot position is selected based on the graph signal sampling theory, a greedy pilot pattern design algorithm based on weighted graph topology was proposed.At the same time, signal reconstruction was performed based on the graph signal reconstruction method, and a channel estimation method based on the graph smoothness constraint was proposed.Compared with the conventional scheme, simulation results show that the proposed method achieves higher channel estimation accuracy in high-speed scenarios of double selective channels, and effectively reduces pilot overhead in low-speed scenarios.…”
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Field experiment examining condensation reduction methods based on underground parking lot types by Hye Yeon Kim, Min Hee Chung, Jin Chul Park

“…In this study, condensation reduction methods with high field applicability to various types of underground parking lots in apartment buildings were selected and tested. The selected methods included floor-insulating drainage plates, induction fans with heating wires, and an automatic control ventilation system based on indoor and outdoor temperatures and humidity. …”
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Epidemiology of disability and access to disability support and rehabilitation services in India: a secondary data analysis of the National Sample Survey (2018) by Madhur Verma, Vandana Esht, Manoj Alagarajan, Moonis Mirza, Bajarang Bahadur, Ajit Kumar Jaiswal, Rakesh Kakkar

“…Objective The aim of this study was to examine the epidemiology of disability in India and assess access to disability support and rehabilitation services by people with disability (PWD).Design This study is a secondary analysis of data from the 76th round of the National Sample Survey (2018), focusing on disability in India.Setting The survey employed a stratified two-stage sampling design based on Census 2011, covering all states and union territories of India. Villages and urban blocks were selected in the first stage, while households were chosen in the second stage across rural and urban areas.Participants The survey included data from a population of 576 796 individuals residing in 118 152 households from 8992 village/urban blocks (5378 rural villages and 3614 urban blocks). …”
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Towards a Digital Twin for Gas Turbines: Thermodynamic Modeling, Critical Parameter Estimation, and Performance Optimization Using PINN and PSO by Jian Tiong Lim, Achnaf Habibullah, Eddie Yin Kwee Ng

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