Smart Learning Ecosystems beyond 2030 by Gabriella Dodero, Carlo Giovannella, Francesca Pozzi

“…Different teaching objectives, and different teaching patterns to achieve them, were identified; then, a visual tool was developed to categorize them as a possible help for teachers to plan their e-learning courses in accordance with their specific course objectives.x Overall, these contributions show how much the development of SLEs depends on contributions of various natures that must find common ground and ways of integration and, therefore, how useful the vision, the cultural framework and the related guidelines offered by the Timisoara and Troyes declarations are. …”
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Geochemistry of Pyrite from the Jiaojia Gold Deposit, Jiaodong Peninsula, North China Craton: Implications for Source of Ore-Forming Fluids and Gold Precipitation by Yayi Fang, Yayun Liang, Rui Xia, Lei Shu, Bi He, Wenhao Xue, Chenxi Zhang, Haiyi Wang, Senmiao Xue

“…Gold mineralization in Jiaojia deposit occurred in three stages: (1) The Pyrite–Quartz–Sericite Stage (Stage I) developed primary minerals that included quartz, sericite, and a small amount of anhedral pyrite, appearing as disseminations within milky quartz and foliated sericite. (2) The Quartz–Pyrite Stage (Stage II) developed quartz that appears smoky gray and pyrite that appears with a euhedral cubic morphology, with crystal faces oriented in a longitudinal pattern. …”
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<i>DEPDC5</i> mutations in familial epilepsy syndrome: genetic insights and therapeutic approaches by M. K.C. Diallo, S. Mukesh, L. Kapil, R. Singla, D. Tar, S. N. Tammineedi, E. Singer, H. Chhayani, K. Arumaithurai, U. K. Patel, R. Arora

“…Corrected age is approximately 1-year for fine motor and language, 1.5-years for gross motor, 2.5-years for cognition, social skills. She had developed autistic features as well with significant impaired auditory/visual processing. …”
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PROBLEMS OF FORMATION OF FINANCIAL-INVESTMENT PROJECTION OF A BALANCED SCORECARD IN VALUE-BASED ENTERPRISES OF MINING-METALLURGICAL COMPLEX by S. Faizova, M. Ivanova, S. Sannikova, O. Varyanichenko

“…The general structure of the investment-financial perspective on the strategy map of a value-based enterprise of MMC has been developed. One can highlight specific features of the management perspective of a value-based enterprise. …”
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Machine learning-based prognostic model for bloodstream infections in hematological malignancies using Th1/Th2 cytokines by Qin Li, Nan Lin, Zuheng Wang, Yuexi Chen, Yuli Xie, Xuemei Wang, Jirui Tang, Yuling Xu, Min Xu, Na Lu, Yiqian Huang, Jiamin Luo, Zhenfang Liu, Li Jing

“…This study aimed to analyze pathogen distribution, drug-resistance patterns and develop a novel predictive model for 30-day mortality in HM patients with BSIs. …”
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Mimicking the myoseptum in cultivated fish by manufacturing edible microalgae-rich nanofibers by Diana M. C. Marques, Bernardo D. Pereira, Beatriz Malhão, João C. Silva, Paola Sanjuan-Alberte, Frederico Castelo Ferreira

“…Electrospun fibres, resembling collagen in structure and size, can mimic the myoseptum —an important structural element for fish fillet patterning. Here, we cultured Dicentrarchus labrax Embryonic Cells (DLEC) for the first time on edible zein-gelatin electrospun fibres. …”
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Improving epilepsy monitoring using long-term, in-home-bi-modal seizure monitoring device: clinical utilities and obstacles from a pilot study by Jaeso Cho, Young Jun Ko, Young Jun Ko, Yoon Gi Chung, Anna Cho, Hunmin Kim, Hunmin Kim

“…Patients used a wearable device developed for the study, featuring four-channel electroencephalogram and accelerometer sensors. …”
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Temporal Coupling of Brain Signals and Fine Motor Output Using Affordable EEG by Adam Gyula Nemes, Adam Gyulai, Adam Szarvas, Erno Nemeth, Kristof Tajti, Viktor Toth, Gyorgy Eigner

“…This multimodal approach enhances dataset quality by enabling millisecond-precise alignment between stimulus presentation, cortical activation patterns, and resultant motor behavior&#x2014;a critical feature lacking in most publicly available motor-related EEG datasets. …”
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Molecular Adjuvant Potential of <i>GCSF</i> and <i>MCSF</i> in Starry Flounder Challenged with <i>Streptococcus parauberis</i> by Min-Young Sohn, Gyoungsik Kang, Kyung-Ho Kim, Ha-Jeong Son, Chan-Il Park

“…The <i>GCSF</i> gene (594 bp, 198 aa) features a conserved IL-6 domain, while the <i>MCSF</i> gene (621 bp, 207 aa) contains a predicted transmembrane region. …”
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Exploring the potential and limitations of deep learning and explainable AI for longitudinal life course analysis by Helen Coupland, Neil Scheidwasser, Alexandros Katsiferis, Megan Davies, Seth Flaxman, Naja Hulvej Rod, Swapnil Mishra, Samir Bhatt, H. Juliette T. Unwin

“…However, significant gaps remain in understanding their utility and limitations, especially for sparse longitudinal life course data and how the influential patterns identified using explainability are linked to underlying causal mechanisms. …”
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Trispecific SEED antibodies engineered for neutrophil-mediated cell killing by Veronica Natale, Gergely Heves, Katharina Stadlbauer, Florian Rüker, Vanessa Siegmund, Lukas Pekar, Stefan Zielonka, Lars Toleikis, Stefan Becker, Gordana Wozniak-Knopp

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Machine Learning Techniques Applied to COVID-19 Prediction: A Systematic Literature Review by Yunyun Cheng, Rong Cheng, Ting Xu, Xiuhui Tan, Yanping Bai

“…Since the outbreak of COVID-19, there has been an influx of research on predictive modelling, with artificial intelligence (AI) techniques, particularly machine learning (ML) methods, becoming the dominant research direction due to their superior capability in processing multidimensional datasets and capturing complex nonlinear transmission patterns. We systematically reviewed COVID-19 ML prediction models developed under the background of the epidemic using the PRISMA method. …”
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SYNESTHESIA IN THE NOVEL BY M. PAVIĆ: “LANDSCAPE PAINTED WITH TEA” by Nataliya L. Bilyk

“…The specific nature of certain components of the mechanism and the patterns of functioning inherent in synesthesia, and above all, meaning-making, should be accepted in a generalized aspect. …”
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Multi-scale machine learning model predicts muscle and functional disease progression by Silvia S. Blemker, Lara Riem, Olivia DuCharme, Megan Pinette, Kathryn Eve Costanzo, Emma Weatherley, Jeff Statland, Stephen J. Tapscott, Leo H. Wang, Dennis W. W. Shaw, Xing Song, Doris Leung, Seth D. Friedman

“…Abstract Facioscapulohumeral muscular dystrophy (FSHD) is a genetic neuromuscular disorder characterized by progressive muscle degeneration with substantial variability in severity and progression patterns. FSHD is a highly heterogeneous disease; however, current clinical metrics used for tracking disease progression lack sensitivity for personalized assessment, which greatly limits the design and execution of clinical trials. …”
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Identification, Evolution and Expression Analyses of the Hox Family in Procambarus clarkii by Xiaoyu WEI, Qian HU, Zemao GU, Yanhe LI

“…The sequence structure, protein physicochemical properties, motif composition, phylogenetic characteristics, and adaptive evolutionary features were analyzed. The expression of Hox genes in different developmental stages of P. clarkii and different tissues of adult crayfish were studied by fluorescence quantitative PCR to explore the possible biological function of Hox genes and provide a theoretical basis for analyzing the morphological development mechanism of P. clarkii.The results showed that eight Hox genes on the same chromosome were identified in the genome of P. clarkii, namely lab, pb, Dfd, Scr, Antp, Ubx, abd-A, and Abd-B. …”
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Diagnostic criteria for idiopathic inflammatory myopathies. Problems of their optimization by O. A. Antelava, S. G. Radenska-Lopovok, E. L. Nasonov

“…Vancsa et al. (2010) who investigated the relationship between the clinical and therapeutic characteristics of IIM and positivity for myositis-specific and myositis-associated antibodies. The criteria developed by M.C. Dalakas (1991, 2003) are based on the specific immunopathological features of a histological pattern, which allow the differentiation of DM, PM, and inclusion-body myositis from other myopathic syndromes. …”
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Cross-Modal Augmented Transformer for Automated Medical Report Generation by Yuhao Tang, Ye Yuan, Fei Tao, Minghao Tang

“…Unlike previous methods that rely on coarse-grained features without human intervention, our method introduces a &#x201C;locate then generate&#x201D; pattern, thereby improving the interpretability of the generated reports. …”
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Dynamic changes in betanin content during the growing season of table beet: their interplay with abiotic factors by D. V. Sokolova

“…Recommendations are given concerning the choice of a planting pattern and the timing of table beet harvesting for pigment extraction.…”
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Analysis of clinical and microbiological characteristics of invasive Klebsiella pneumoniae liver abscess syndrome by Li Gu, Yue Wang, Han Wang, Dong Xu

“…This study aimed to investigate the clinical and microbiological features of IKPLAS in order to detect this syndrome early and select antibiotics appropriately. …”
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A depth-wise separable VGG19-capsule network for enhanced bell pepper and grape leaf disease classification with ensemble activation by Midhun P Mathew, Sudheep Elayidom, Jagathy Raj V P, Abubeker K M

“…The process involves extracting features from VGG19, flattening them into vectors, and utilizing them as input for the capsule layer. …”
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