Integrated analysis of single-cell and bulk transcriptomics reveals cellular subtypes and molecular features associated with osteosarcoma prognosis by Feng Liu, Tingting Zhang, Yongqiang Yang, Kailun Wang, Jinlan Wei, Ji-Hua Shi, Dong Zhang, Xia Sheng, Yi Zhang, Jing Zhou, Faming Zhao

“…Moreover, the study investigated the impact of ATF6α in OS aggressiveness through genetic and pharmacological loss of function analyses. Lastly, the CellChat algorithm was employed to investigate cell-cell communications. …”
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Evaluating User Experience and Satisfaction in a Concussion Rehabilitation App: Usability Study by Michael G Hutchison, Alex P Di Battista, Kyla L Pyndiura

“…In the “system information arrangement” category, 100% (N=23) of users rated screen navigation, function usability, and health care service acceptability positively, with 87%-96% of users approving action acknowledgment, error recovery, and expected functions. …”
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High-throughput end-to-end aphid honeydew excretion behavior recognition method based on rapid adaptive motion-feature fusion by Zhongqiang Song, Jiahao Shen, Qiaoyi Liu, Wanyue Zhang, Ziqian Ren, Kaiwen Yang, Xinle Li, Jialei Liu, Fengming Yan, Wenqiang Li, Yuqing Xing, Lili Wu

“…Simultaneously, the RT-DETR detection model underwent deep optimization: a spline-based adaptive nonlinear activation function was introduced, and the Kolmogorov-Arnold network was integrated into the deep feature stage of the ResNet50 backbone network to form the RK50 module. …”
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Untrained perceptual loss for image denoising of line-like structures in MR images. by Elisabeth Pfaehler, Daniel Pflugfelder, Hanno Scharr

“…In particular, we investigate if the special characteristics of these datasets (connectivity, sparsity) benefit from the use of special loss functions for network training. We hereby translate the Perceptual Loss to 3D data by comparing feature maps of untrained networks in the loss function. …”
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I bevegelse bort fra friluftslivsutdanningens opprinnelige danningsideal? En scoping review om forskning på friluftslivsutdanning i UH-sektoren by Dag Erik Wold, Martin Blaauw Sandell, Erik Backman, Rein Magnus Jensen, Kristin Walseth

“…The results of the study are discussed in relation to educational ideals in friluftsliv studies, as well as to theory about the functions of education.  …”
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Decline in striatal binding ratio associated with accelerated decline in performance on symbol digit modality but not MoCA in Parkinson’s Disease Psychosis by Clive Ballard, Dag Aarsland, Dominic ffytche, Latha Velayudhan, Sagnik Bhattacharyya, Sara Pisani, Kallol Ray Chaudhuri

“…MoCA scores declined more in PDP compared with PDnP patients over all timepoints (Group×Time interaction, b=−0.284, p=0.016).Conclusions Decline in striatal presynaptic dopamine function may specifically underlie longitudinal decline in performance in the symbol digit modality task that engages processing speed, associative learning and working memory in PD psychosis. …”
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Electron-beam FLASH whole brain irradiation induced a unique changes of intestinal flora by Feifei Gao, Wei Cheng, Yanxi Ma, Boyi Yu, Xinle Lang, Xiaodong Jin, Jianxin Wang, Xianhong Liu, Cuixia Di, Hui Wang, Fei Ye, Ting Zhao, Weiqiang Chen, Qiang Li

“…Results eFLASH irradiation significantly reduced radiation neurotoxicity and had a long-term protective effect on cognitive function and learning and memory ability. Compared with conventional irradiation, eFLASH irradiation not only up-regulated the expression of genes related to neuronal regeneration and digestive system, but also induced more abundant intestinal microflora, especially the “probiotics” such as Lachnospiraceae and others, which were proved to play a role in radiation protection, increased significantly after eFLASH irradiation. …”
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FUNDAMENTALISATION OF EDUCATION IN ITS PROJECTIVITY – A TRANSSPECTIVE FROM THE MICROWORLD TO THE MACROWORLD by Stanislav V. Sapozhnykov, Anatolii P. Samodryn, Alina O. Teplytska

“…The authors predict the future projective function of education in Ukraine in relation to human life (essentially compensatory).…”
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BK channel activity in skin fibroblasts from patients with neurological disorder by Ria L. Dinsdale, Thomas R. Middendorf, Deborah Disilvestre, David Adams, William Gahl, Ellen F. Macnamara, Lynne Wolfe, Camilo Toro, Cynthia J. Tifft, Andrea L. Meredith

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Smart photonic wristband for pulse wave monitoring by Renfei Kuang, Zhuo Wang, Lin Ma, Heng Wang, Qingming Chen, Arnaldo Leal Junior, Santosh Kumar, Xiaoli Li, Carlos Marques, Rui Min

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Circle-Based Ratio Loss for Person Reidentification by Zhao Yang, Jiehao Liu, Tie Liu, Li Wang, Sai Zhao

“…Many works supervise the model learning with one or more loss functions to obtain the discriminability of features. …”
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The Case of Multilingualism in Cyprus by Dilek Yağcıoğlu

“…The functions of English are reduced to 'instrumental' and 'interpersonal' after 1974 excluding the 'regulative function' of the former periods during which English was one of the official languages. …”
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Establishing a niche in respiratory therapy research: Comparing novice and expert writing by Ashleigh Cox, Eric Friginal

“…While these findings have pedagogical implications for the phrases that respiratory therapy students can learn for highlighting research gaps, the low frequency of phrases that have traditionally been associated with this function suggests that corpus-driven studies are needed to determine whether writers have shifted towards using other phrases. …”
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Error Bounds for Approximations Using Multichannel Deep Convolutional Neural Networks with Downsampling by Xinling Liu, Jingyao Hou

“…The results show that the proposed networks have outstanding approximation and generalization ability of functions from ridge class and Sobolev space. Not only does it answer an open and crucial question of why multichannel deep convolutional neural networks are universal in learning theory, but it also reveals the convergence rates.…”
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全球教師社群研究之趨勢分析 Analysis of Trends in Global Teacher Community Research by 謝傳崇 Chuan-Chung Hsieh, 宋雨柔 Yurou Song, 沈芷嫣 Jr-Yan Shen, 江宛霖 Wan-Lin Chiang, 古耘睿 Yun-Ruei Ku

“…For instance, Hord (2004) emphasizes “professional learning communities,” while Dufour (2004) argues that student learning should be the core focus. …”
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Tools of generative artificial intelligence in teaching English for specific purposes by Anna V. Malaeva, Tatiana P. Volkova, Tatiana A. Globa

“…The authors explore the functionality, advantages, and limitations of these tools, their impact on teaching a professionally oriented foreign language. …”
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Caring for our communities of practice in educational development by Christopher V.H.-H. Chen, Darren S. Hoffmann, Denise Leonard, Katherine Kearns, Lynn Eaton, Martin Samuels

“…Given the backdrop of multiple concurring crises—a global pandemic, political instability and violence, and multiple structural inequalities—we see the problem of now as this: How do educational developers continue to address the wicked problems in teaching and learning when we are simply so exhausted? Our article presents the importance of communities of practice for educational developers, inviting us to witness and name the communities in which we belong; the important functions they engage; who they nurture and how; and what care is undertaken to sustain these groups and ourselves. …”
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Developing and validation of religious education curriculum in preschool by Zeinab Ashrafi Soltan-Ahmadi, Sadegh Maleki Avarsin, Javad Keyhan, jahangir yari

“…In addition to the role and function of the family as an effective and important factor in children's issues and problems (Abbass Ghorbani & Naghdi, 2020), today the role of educational systems, especially education, is not limited only in learning science, developing skills, cognitive abilities, and preparing children and teenagers to entering higher education degrees, but its cultural and educational function is very important in the progress and development of societies (Nasiri et al, 2022). …”
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A comparative analysis of Zambian and newly industrialised country manufacturing finance models by Wiza Ng’ambi, Getrude B. Mwanza, Lubinda Haabazoka

“…The study argues that effective policy learning requires analyses of the functional level variations in the learning and exemplar countries.…”
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Teaching training and teaching action: several perspectives (Introduction) by Pablo Palomero Fernández

“…On the other hand, certain aspects, such as our role as mediators in the teaching-learning processes or the emphasis on learning functionality and significance open a door to hope. …”
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