Construction of intelligent gymnastics teaching model based on neural network and artificial intelligence by Guanxi Fan, Yu Wang, Tongling Wang, Dapeng Yang

“…The study offers strong technical support for the intelligent development of gymnastics education. By automatically detecting and analyzing movements, the model can deliver real-time feedback to both teachers and students, helping learners master skills more efficiently and improve performance.…”
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A deep neural network for adaptive spatial smoothing of task fMRI data by Zhengshi Yang, Xiaowei Zhuang, Mark J. Lowe, Dietmar Cordes, Dietmar Cordes

“…A common preprocessing step in fMRI analysis is spatial smoothing, which helps in detecting cluster-like active regions. The use of a heuristically selected Gaussian filter for spatial smoothing is frequently preferred due to its simplicity and computational efficiency. …”
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A wireless sensor network for coal mine safety powered by modified localization algorithm by Hafiz Zameer ul Hassan, Anyi Wang, Ghulam Mohi-ud-din

“…But the limitations are the communication range between the anchor nodes are weak because of its complex infrastructure. In coal mines, gas leaks pose a serious safety risk, often leading to explosions or toxic exposure. …”
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CFTformer: End-to-End Cross-Frame Multi-Object Tracking With Transformer by Abdollah Amirkhani, Seyed Alireza Khoshnevis

“…Traditional MOT methods typically rely on motion-based and appearance-based similarity information to associate detections across frames. However, the new transformer attention-based approach to MOT has removed the need for complex post-processing steps, such as graph optimization, allowing for end-to-end query tracking across frames. …”
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Compression Hemostasis in Refractory Esophageal Bleeding by A. Yu. Anisimov, R. A. Ibragimov, G. Sh. Mansurova, R. K. Zalyalov

“…The first comparison group included 44 patients, in whose complex treatment program tamponade with a Sengstaken-Blakemore tube was used to save lives. …”
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Deep-m6Am: a deep learning model for identifying N6, 2′-O-Dimethyladenosine (m6Am) sites using hybrid features by Islam Uddin, Salman A. AlQahtani, Sumaiya Noor, Salman Khan

“…The proposed framework employs a comprehensive feature extraction process, i.e., integrating pseudo single nucleotide composition (PseSNC), pseudo dinucleotide composition (PseDNC), and pseudo trinucleotide composition (PseTNC) to capture complex sequence patterns. To enhance computational efficiency and eliminate noisy or redundant features, a supervised SHAP (SHapley Additive exPlanations) algorithm is utilized, ensuring the selection of the most informative features. …”
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Frequency of dyspnea related to intake of ticagrelor or clopidogrel in patients with chronic coronary syndrome undergoing coronary intervention by Dunya Habeeb Shnain, Ghassan Mohammed Mahmood, Sara Omar Ahmed

“…In patients with chronic coronary syndrome, ticagrelor decreases cardiovascular events more efficiently than clopidogrel. In several studies investigating novel P2Y12 inhibitors dyspnea has been detected. …”
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Studies of the Thermovoltaic Effect in Semiconductors in the Medium Temperature Range by Vladimir V. Kaminskiy, Sergey M. Solov'ev, Natalia V. Sharenkova, Mikhail M. Kazanin, Nikolay M. Sudak, Merab I. Zaldastanishvili

“…TVE discovered subsequently in ZnO, Ge, Si, and in some complex semiconductors, reached only 0.01 V.Aim. To increase the magnitude of the generated voltage and the operating temperature at TVE.Methods and materials. …”
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Influence of the Microbial Metabolite Acetyl Phosphate on Mitochondrial Functions Under Conditions of Exogenous Acetylation and Alkalization by Natalia V. Beloborodova, Nadezhda I. Fedotcheva

“…In bacteria, it also functions as a donor of acetyl and phosphoryl groups in the nonenzymatic protein acetylation and signal transduction. In host, AcP was detected as an intermediate of the pyruvate dehydrogenase complex, and its appearance in the blood was considered as an indication of mitochondrial breakdown. …”
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The role of metacognitive strategies in planning and conducting investigative actions when investigating criminal offenses in the field of public procurement by K. B. Shnaider, B. B. Teplytskyi

“…The results of the study led to conclusions about the need to integrate metacognitive strategies into investigative practice to ensure the legality, efficiency and objectivity of investigations in the field of public procurement. …”
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Medical Data over Sound—CardiaWhisper Concept by Radovan Stojanović, Jovan Đurković, Mihailo Vukmirović, Blagoje Babić, Vesna Miranović, Andrej Škraba

“…The CardiaWhisper system is evaluated across several performance parameters, including functionality, complexity, speed, noise immunity, power consumption, range, and cost-efficiency. …”
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S-nitrosylation of EZH2 alters PRC2 assembly, methyltransferase activity, and EZH2 stability to maintain endothelial homeostasis by Ashima Sakhuja, Ritobrata Bhattacharyya, Yash Tushar Katakia, Shyam Kumar Ramakrishnan, Srinjoy Chakraborty, Hariharan Jayakumar, Shailesh Mani Tripathi, Niyati Pandya Thakkar, Sumukh Thakar, Sandeep Sundriyal, Shibasish Chowdhury, Syamantak Majumder

“…Taken together, our study reports S-nitrosylation-dependent regulation of EZH2 and its associated PRC2 complex, thereby influencing the epigenetics of endothelial homeostasis.…”
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FloodNet-Lite: A Lightweight Deep Learning for Flood Mapping Using Remote Sensing Data With Optimized UNet and Edge Deployment Approach in 6G by Puviyarasi Thirugnanasammandamoorthi, Debabrata Ghosh, Ram Kishan Dewangan, Mohammad Kamrul Hasan, Khairul Akram Zainol Ariffin, Huda Saleh Abbas, Hashim Elshafie, Rashid A. Saeed, Ala Eldin Awouda

“…However, existing deep-learning (DL) models often face challenges related to computational complexity, latency, and limited scalability in dynamic and resource-constrained environments. …”
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Enhancing consistency in piping and instrumentation diagrams using DistilBERT and smart PID systems by F.S. Gómez-Vega, O. Acuña, Andrea C. Camargo, Jeison D. Jimenez, Sara M. Galeano, Isabella E. Franco, Laura L. Lozano, Jenifer Vásquez, Edwin Puertas

“…The model’s performance was validated by domain experts, who confirmed the detected inconsistencies as highly accurate. Our approach significantly reduces the manual effort required for P&ID review and improves design consistency, demonstrating the potential for enhanced safety and efficiency in complex industrial projects. …”
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Enabling next-generation engineered TCR-T therapies based on high-throughput TCR discovery from diagnostic tumor biopsies by Thomas Kuilman, Deborah S. Schrikkema, Jules Gadiot, Raquel Gomez-Eerland, Laura Bies, Julia Walker, Robbert M. Spaapen, Hanna Kok, Demi Houg, Milena Viyacheva, Yvonne B. Claassen, Manuel Saornil, Oscar Krijgsman, Bas Stringer, Huiwen Ding, Anou Geleijnse, Anne C. Meinema, Bianca Weissbrich, Melissa Lancee, Carmen G. Engele, Marianna Sabatino, Pei-Ling Chen, Kenneth Y. Tsai, James J. Mulé, Vernon K. Sondak, Jitske van den Bulk, Noel F. de Miranda, Inge Jedema, John G. Haanen, Jeroen W. J. van Heijst, Ton N. Schumacher, Carsten Linnemann, Gavin M. Bendle

“…Using a genetic screening approach that detects antigen-reactive TCRs with high sensitivity and specificity based on T cell activation, we show that high complexity TCR libraries can be efficiently screened against multiplexed antigen libraries to identify both HLA class I and II restricted TCRs. …”
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Main topics in assisted reproductive market: A scoping review. by Janaina Ferreira Aderaldo, Beatriz Helena Dantas Rodrigues de Albuquerque, Maryana Thalyta Ferreira Câmara de Oliveira, Mychelle de Medeiros Garcia Torres, Daniel Carlos Ferreira Lanza

“…<h4>Discussion</h4>The analysis indicates a market with expressive complexity. Most terms were associated with more than one topic, indicating the synergism of this market's behavior. …”
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A Novel LSTM Architecture for Automatic Modulation Recognition: Comparative Analysis With Conventional Machine Learning and RNN-Based Approaches by Sam Ansari, Soliman Mahmoud, Sohaib Majzoub, Eqab Almajali, Anwar Jarndal, Talal Bonny

“…This paradigm eliminates the need for manual feature extraction, enhances interpretability, and significantly boosts classification efficiency. Furthermore, the proposed framework is designed for low-complexity deployment, ensuring its scalability and suitability for next-generation wireless networks and real-time communication systems. …”
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AIRWAY ASSESSMENT IN OUTPATIENT DENTAL PRACTICE by I. А. Khrypachenko, T. V. Diomina, O. А. Udod

“…At present there are no universal or officially approved criterions for prognosis of complexity or inefficiency of supraglottic devices insertion, in spite of they are the major part of airways patency restoration algorithm. …”
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Nutrigenomic and Nutritional Analyses Reveal the Effects of Pelleted Feeds on Asian Seabass (Lates calcarifer). by Si Yan Ngoh, Daniel Tan, Xueyan Shen, Purushothaman Kathiresan, Junhui Jiang, Woei Chang Liew, Natascha May Thevasagayam, Hsiao Yuen Kwan, Jolly M Saju, Sridatta R S Prakki, Chin Heng Goh, Hong Ching Wong, Tai Teck Chan, Miklós Mézes, László Orbán

“…When the liver-based transcriptomes were analyzed, a complex set of differentially expressed genes were detected between groups fed pelleted feeds and controls as well as among the pellet-fed groups themselves. …”
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Accelerating Deep Learning-Based Morphological Biometric Recognition with Field-Programmable Gate Arrays by Nourhan Zayed, Nahed Tawfik, Mervat M. A. Mahmoud, Ahmed Fawzy, Young-Im Cho, Mohamed S. Abdallah

“…FPGAs provide fast development capabilities, energy efficiency, decreased latency, and advanced reconfigurability. …”
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