A dance movement quality evaluation model using transformer encoder and convolutional neural network by Jiping Qu

“…The core of the model is Quality Score Decoupling (QSD), which decouples and weights different quality dimensions of dance movements through attention mechanism, such as accuracy, fluency and expressiveness. Score Prediction module (SPM) uses Transformer network to further process the fused features, and outputs the final evaluation score through the full connection layer. …”
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Microbiota awareness levels of medical students: the case of Trakya university by İsmail Davarci, Pınar Zehra Davarci

“…The knowledge and attitudes of healthcare professionals, especially physicians, influence the use of pro-prebiotic interventions to modulate the microbiota. This study aimed to examine the awareness of medical students about the microbiota and the factors influencing their awareness. …”
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On the Content of higher technical education curricula abroad: Current Trends (Review) by O. V. Toporkova

“…As a result of the research, the following innovations in the content of higher technical education curricula were identified: 1) introduction of sustainable development principles into the engineering curricula; 2) the inclusion of modules on the basics of management, entrepreneurship and innovation into the curricula, the creation of interdisciplinary programs leading to double degrees in engineering and management; 3) cooperation of universities with partner enterprises in the development of curricula; 4) the internationalization of engineering curricula, the training of future engineers for global engineering activities. …”
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EPPTA: Efficient partially observable reinforcement learning agent for penetration testing applications by Zegang Li, Qian Zhang, Guangwen Yang

“…We incorporate an implicit belief module in EPPTA, grounded on the belief update formula of the traditional POMDP model, which represents the agent's probabilistic estimation of the current environment state. …”
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Application of an Internet of Things Oriented Network Education Platform in English Language Teaching by Huizhen Li

“…This paper analyzes the research status of mobile learning at home and abroad, expounds the construction principles of mobile English learning system, and designs and studies the overall structure and functional modules of the system. The application of the system can replace the traditional English learning method and can enable students to improve their English ability through mobile devices. …”
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Scenario-adaptive wireless fall detection system based on few-shot learning by Yuting ZENG, Suzhi BI, Lili ZHENG, Xiaohui LIN, Hui WANG

“…A scenario robust fall detection system based on few-shot learning (FDFL) in wireless environment was designed.The performance of existing fall detection methods based on Wi-Fi channel state information (CSI) degrades significantly across scenarios, which requires collecting and marking a large number of CSI samples in each application scenario, resulting in high cost for large-scale deployment.Therefore, the method of few-shot learning was introduced, which can maintain the performance of fall detection with high accuracy when the number of annotated samples in unfa-miliar scenes is insufficient.The proposed FDFL was mainly divided into two stages, source domain meta-training and target domain meta-learning.The meta training stage of the source domain consists of two parts: data preprocessing and classification training.In the data preprocessing stage, the collected original CSI amplitude and phase data were denoised and segmented.In the classification training stage, a large number of processed source domain data samples were used to train a CSI feature extractor based on convolutional neural network.In the meta-learning stage of the target domain, the limited labeled data sampled in the target domain was effectively extracted based on the feature extractor trained in the meta-training module, and then a lightweight machine learning classifier was trained to detect the fall behavior under the cross-scene.Through several experiments in different scenarios, FDFL can achieve an average accuracy of 95.52% for the four classification tasks of falling, sitting, walking and sit down with only a small number of samples in the target domain, and maintain robust detection accuracy for changes in test environment, personnel target and equipment location.…”
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Mesenchymal stem cells derived exosomes: a new era in cardiac regeneration by Hossein Rayat Pisheh, Mahsa Sani

“…The cardioprotective and reparative properties of mesenchymal stem cell-derived exosomes hold promise for the treatment of heart diseases. These exosomes can modulate various cellular processes, including angiogenesis, apoptosis, and inflammation, thereby enhancing cardiac function. …”
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An Emerging Role for IQGAP1 in Regulating Protein Traffic by Mahasin Osman

“…IQGAP1, an effector of CDC42p GTPase, is a widely conserved, multifunctional protein that bundles F-actin through its N-terminus and binds microtubules through its C-terminus to modulate the cell architecture. It has emerged as a potential oncogene associated with diverse human cancers. …”
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Deciphering the interactome of Ataxin-2 and TDP-43 in iPSC-derived neurons for potential ALS targets. by Yuan Tian, Nicolette Heinsinger, Yinghui Hu, U-Ming Lim, Yi Wang, Aaron Zefrin Fernandis, Sophie Parmentier-Batteur, Becky Klein, Jason M Uslaner, Sean M Smith

“…Together, this study provides a comprehensive annotation of the Ataxin-2 and TDP-43 interactome and identifies potential therapeutic pathways and targets that could be modulated to alleviate Ataxin-2 and TDP-43 interaction-induced toxicity in ALS.…”
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Emotional Interaction and Behavioral Decision-Making Mechanism in Network Science Education Based on Deep Learning by Pengjiao Li, Qian Meng

“…Further research showed the behavior of their emotional interaction: interactive teaching network in six modules reached the upper level, the peak value of the curve was 0.737, the bottom value was 0.115, and the transitivity was above 0.115. …”
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Damping Coefficient Optimization for the Articulated System of Virtual Track Trains by Chao Li, Yuanjin Ji, Youpei Huang, Han Leng, Maozhenning Yang, Lihui Ren

“…To explore the effect of damping coefficient of the articulated systems on vehicle dynamics performance, a vehicle system dynamics model is established based on the actual parameters of a three-module six-axle virtual track train. According to ISO14791: 2000, select typical working conditions such as straight line, lane change, and 1/4 circle curve, and optimize the damping coefficient of the articulated systems through co-simulation. …”
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Developing Smart Measurement Device to Measure Kinetic Friction Coefficients of Bi-Tilt Isolator by Ming-Hsiang Shih, Wen-Pei Sung

“…The Arduino boards Arduino Nano, Arduino MPU-9250, and Arduino SD modules were combined to create this proposed smart device and mounted on three aluminum extrusions constructed as a horizontal platform. …”
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Exhaled Nitric Oxide Is Useful in Symptomatic Radioactive Pneumonia: A Retrospective Study by Jiancheng Li, Xiaobin Fu, Jie Fu

“…The aim was to defect the exhaled nitric oxide (eNO) prediction value of symptomatic radioactive pneumonia (SRP). 64 cases of lung cancer or esophagus cancer, who had the primary radiotherapy (intensity-modulated radiation therapy), were included from 2015 June to 2016 January. …”
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An End-To-End Speech Recognition Model for the North Shaanxi Dialect: Design and Evaluation by Yi Qin, Feifan Yu

“…We investigated feature extraction techniques suitable for the North Shaanxi dialect, focusing on the unique pronunciation of initial consonants and vowels. A preprocessing module was designed to accommodate the dialect’s rapid speech tempo and polyphonic nature, enhancing recognition performance. …”
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The circadian clock gene period regulates the composition and daily bacterial load of the gut microbiome in Drosophila melanogaster by Matteo Battistolli, Irene Varponi, Ottavia Romoli, Federica Sandrelli

“…Recent analyses suggested that the Drosophila gut microbiome modulates the host circadian transcriptome to minimize rapid oscillations in response to changing environments. …”
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Glucose Metabolism of Human Prostate Cancer Mouse Xenografts by Hossein Jadvar, Xiankui Li, Antranik Shahinian, Ryan Park, Michel Tohme, Jacek Pinski, Peter S. Conti

“…We hypothesized that the glucose metabolism of prostate cancer is modulated by androgen. We performed in vivo biodistribution and imaging studies of [F-18] fluorodeoxyglucose (FDG) accumulation in androgen-sensitive (CWR-22) and androgen-independent (PC-3) human prostate cancer xenografts implanted in castrated and noncastrated male athymic mice. …”
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A fully differential switched‐capacitor integrator based programmable resolution hybrid ADC architecture for biomedical applications by Sreenivasulu Polineni, Rekha S., M. S. Bhat

“…The proposed hybrid ADC architecture can be switched between successive approximation register (SAR) and delta‐sigma modulator (DSM) mode in 8‐bit to 15‐bit resolution. …”
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Characterization of a Novel Tc-Carbonyl Complex as a Functional Probe of P-Glycoprotein Transport Activity by Mary Dyszlewski, Helen M. Blake, Julie L. Dahlheimer, Christina M. Pica, David Piwnica-Worms

“…In KB 8-5 cells, tracer enhancement was observed with the potent MDR modulator LY335979 (EC 50 = 62 nM). Similar behavior was observed using drug-sensitive MCF-7 breast adenocarcinoma cells and MCF-7/ MDR1 stable transfectants, confirming that Tc-CO-MIBI is specifically excluded by overexpression of MDR1 Pgp. …”
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The enigma of cancer polyploidy as deciphered by evolutionary cancer cell biology (ECCB) by Vladimir F. Niculescu, Eugenia R. Niculescu

“…These cancer stem cell hallmarks share deep homology with the oxygen-sensitive non-gametogenic (NG) Urgermline, which evolved from the common ancestor of amoebozoan, metazoan, and fungi (AMF). The genes, gene modules, and gene regulatory networks (GRNs) of the premetazoic cell system are preserved in the ancestral genome compartment of metazoans and humans. …”
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Distributed Compressed Hyperspectral Sensing Imaging Incorporated Spectral Unmixing and Learning by Hua Xiao, Zhongliang Wang, Xueying Cui, Liping Wang, Hongsheng Yang, Yingbiao Jia

“…Finally, the CS band endmembers and residuals are updated in the reconstruction module to deal with the endmember and abundance mismatch. …”
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