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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The Multifunctional Catalytic Hemoglobin from <i>Amphitrite ornata</i>: Protocols on Isolation, Taxonomic Identification, Protein Extraction, Purification, and Characterization by Anna L. Husted, Victoria R. Sutton, Lauren A. Presnar, R. Kevin Blackburn, Joseph L. Staton, Stephen A. Borgianini, Edward L. D’Antonio

“…The multifunctional catalytic hemoglobin from the terebellid polychaete <i>Amphitrite ornata</i>, also named dehaloperoxidase (<i>Ao</i>DHP), utilizes the typical oxygen transport function in addition to four observed activities involved in substrate oxidation. …”
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Frontotemporal lobar degeneration changes neuronal beta-frequency dynamics during the mismatch negativity response by Alistair Perry, Laura E. Hughes, Natalie E. Adams, Michelle Naessens, Niels A. Kloosterman, Matthew A. Rouse, Alexander G. Murley, Duncan Street, P. Simon Jones, James B. Rowe

“…The consequences of frontotemporal lobar degeneration include changes in prefrontal cortical neurophysiology, with abnormalities of neural dynamics reported in the beta frequency range (14–30 Hz) that correlate with functional severity. We examined beta dynamics in two clinical syndromes associated with frontotemporal lobar degeneration: the behavioral variant of frontotemporal dementia (bvFTD) and progressive supranuclear palsy (PSP). …”
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Treatment of extensive tumors of the jaws by hemimandibuloectomy with simultaniouse reconstruction of the mandible, arthroplasty of temporomandibular joint, orthopedic rehabilitati... by C. R. Rahimov, A. A. Ahundov, G. I. Hajiyeva, R. Ch. Rahimli, D. A. Safarov, I. M. Farzaliyev

“…In cases of extensive tumors of the jaws single-step ablative surgical procedure, reconstruction of missing anatomical structures of the jaws and simultaneous prosthodontic rehabilitation allows to prevent possible deformities of the soft tissues and due to rapid restoration of vital functions has great impact to quality of patient’s life. …”
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Robust kinetics estimation from kinematics via direct collocation by Kuan Wang, Linlin Zhang, Leichao Liang, Jiang Shao, Xinpeng Chen, Huihao Wang

“…Future research should focus on refining cost functions to achieve an optimal balance between robustness and accuracy.…”
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Working-memory load decoding model inspired by brain cognition based on cross-frequency coupling by Jing Zhang, Tingyi Tan, Yuhao Jiang, Congming Tan, Liangliang Hu, Daowen Xiong, Yikang Ding, Guowei Huang, Junjie Qin, Yin Tian

“…Working memory, a fundamental cognitive function of the brain, necessitates the evaluation of cognitive load intensity due to limited cognitive resources. …”
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Effects of mental fatigue on biomechanical characteristics and risk associated with non-contact anterior cruciate ligament injuries during landing by Bosong Zheng, Bosong Zheng, Zeyang Zhang, Zeyang Zhang, Zeyi Zhang, Zeyi Zhang, Youping Sun, Youping Sun, Yao Xiao, Mengjie Li, Mengjie Li

“…No significant differences were found in hip flexion angle, knee adduction angle, or SEMG measures of rectus femoris, tibialis anterior, gastrocnemius lateral head, or biceps femoris root mean square.ConclusionMF partly influences NC-ACLI biomechanics and increases risk in both maneuvers—more pronounced in SJ than in SL—potentially due to MF’s impact on central nervous system function, cognition, and attention. MF should be considered in NC-ACLI prevention strategies.…”
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A Multi-Head Attention-Based Lightweight Generative Adversarial Network for Thyroid Ultrasound Video Super-Resolution by Yuchen Ning, Xianshuang Meng, Lingxiao Zhou, Jun Liu, Shijie Qiu, Jingfang Wu, Xi Wei, Jun Ying, Siwei Zhu, Yantian Zhang

“…This innovative method encompasses a lightweight optical flow extraction network for swift analysis, a recurrent fusion reconstruction module based on multi-head mechanism, and a hybrid loss function designed to expedite network convergence. …”
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Cognitive-behavioral therapy to normalize social learning for patients with major depressive disorders: study protocol for a single-arm clinical trial by Yuening Jin, Si Zu, Pengchong Wang, Fangrui Sheng, Xue Wang, Yun Wang, Qun Chen, Jie Zhong, Fang Yan, Jia Zhou, Zhanjiang Li, Yuan Zhou

“…Data collection of the two groups comprises of demographic information, clinical assessments, psychological assessments, and behavioral experiments (i.e. the Door Game and the Trust Game) in conjuction with task-based function magnetic resonance imaging (fMRI) scanning. …”
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A core outcome set for damage control laparotomy via modified Delphi method by Deborah M Stein, Elliott R Haut, Jeffry Nahmias, Scott Brakenridge, Jason W Smith, Andrew Bernard, John A Harvin, Kenji Inaba, Jose J Diaz, Clay Cothren Burlew, Thomas Scalea, Karim Brohi, Ben L Zarzaur, Jeffrey D. Kerby, Miklosh Bala, Preston R. Miller, Juan Duchesne, Saskya Byerly, Rondi Gelbard, Markus Ziesmann, Melissa Boltz, Bryan Collier, Michael Cripps, Bruce Crookes, Rao Ivatury, Kevin Kasten, Margaret Lauerman, Tyler Loftus, D Dante Yeh

“…Round 2 achieved consensus on 10 core outcomes: mortality, 30-day mortality, fascial closure, days to fascial closure, abdominal complications, major complications requiring reoperation or unplanned re-exploration following closure, gastrointestinal anastomotic leak, secondary intra-abdominal sepsis (including anastomotic leak), enterocutaneous fistula, and 12-month functional outcome. Despite feedback provided between rounds, round 3 achieved no further consensus.Conclusions Through an electronic survey-based consensus method, content experts agreed on a core outcome set for damage control laparotomy, which is recommended for future trials in DCL clinical research. …”
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Reconstruction of U.S. Regional-Scale Soybean SIF Based on MODIS Data and BP Neural Network by YAO Jianen, LIU Haiqiu, YANG Man, FENG Jinying, CHEN Xiu, ZHANG Peipei

“…Through the activation functions in the BP neural network, it enhanced the understanding of the complex nonlinear relationships between the original SIF data and these MODIS products. …”
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Auditory evoked neuromagnetic response latency is associated with language ability in preschoolers with an elevated likelihood of intellectual or developmental disability by Yuhan Chen, Yuhan Chen, Lauren Young, Mina Kim, Shannon Watson, Victoria Kaufman, Bethany Beal, Ilona Tuomi, Bekah Wang, Donna M. McDonald-McGinn, Donna M. McDonald-McGinn, J. Christopher Edgar, J. Christopher Edgar, Emily S. Kuschner, Emily S. Kuschner, Timothy P. L. Roberts, Timothy P. L. Roberts

“…The present study evaluated if the speed of auditory cortex neural activity (M50 latency) would predict language ability in 3-year-old children who have an existing diagnosis that is a risk factor associated with a range of later functional outcomes, including ID or developmental delay (DD), irrespective of autism spectrum disorder diagnosis.MethodsThirty 3-year-old children with elevated likelihood for ID or DD (ID/DD-EL) were enrolled. …”
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Evaluation of diabetes care services, data quality, and availability of resources in Ethiopia: Difference-in-differences analysis of the NORAD-WHO NCDs’ midterm project evaluation... by Yimer Seid Yimer, Meaza Gezu Shentema, Zenawi Hagos Gufue, Awgichew Kifle Zemelak, Zeytu Gashaw Asfaw, Sefonias Getachew, Mulugeta Tamire, Kalkidan Solomon, Asmamaw Bezabeh Workneh, Girma Taye Aweke

“…Intervention facilities had significantly more functional glucometers than did control facilities, averaging four (95% CI: 3.4, 4.6) per month in 2023 compared with 2.5 (95% CI: 2.1, 2.9) in 2019. …”
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Dimensionless Analysis of Rough Roadway Airflow Distribution Based on Numerical Simulations by Zongcheng Jia, Qiang Zhao, Yan Zhao, Baoyu Cui, Tao Song

“…By using the sidewall as the reference coordinate, an appropriate mathematical model was employed to establish the functional relationship between the centerline velocity of the roadway and the dimensionless horizontal coordinate. …”
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THE MODERN APPROACH TO THE EDUCATIONAL PROCESS FOR DIAGNOSIS IN DENTISTRY by I.A. Ozhogan

“…It sould eliminates pain symptoms, restores function and aesthetics. …”
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Lightweight coal miners and manned vehicles detection model based on deep learning and model compression techniques: A case study of coal mines in Guizhou region by Beijing XIE, Heng LI, Zheng LUAN, Zhen LEI, Xiaoxu LI, Zhuo LI

“…Furthermore, the WIOU boundary regression loss function is employed to increase the model's focus on common quality samples, addressing issues such as regression errors caused by imbalanced training samples. …”
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MDPNet: a dual-path parallel fusion network for multi-modal MRI glioma genotyping by Huaizhi Wang, Haichao Liu, Fang Du, Fang Du, Fang Du, Di Wang, Xianhao Huo, Jihui Tian, Lijuan Song, Lijuan Song, Lijuan Song

“…To mitigate the impact of data imbalance, we developed a cross-gene feature-sharing classifier and implemented an adaptive weighted loss function, substantially enhancing the model’s predictive performance.ResultsIn this study, each gene classification task was formulated as a binary classification problem. …”
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Motor network reorganization associated with rTMS-induced writing improvement in writer's cramp dystonia by Noreen Bukhari-Parlakturk, Patrick J. Mulcahey, Michael W. Lutz, Rabia Ghazi, Ziping Huang, Moritz Dannhauer, Pichet Termsarasab, Burton Scott, Zeynep B. Simsek, Skylar Groves, Mikaela Lipp, Michael Fei, Tiffany K. Tran, Eleanor Wood, Lysianne Beynel, Chris Petty, James T. Voyvodic, Lawrence G. Appelbaum, Hussein R. Al-Khalidi, Simon W. Davis, Andrew M. Michael, Angel V. Peterchev, Nicole Calakos

“…PSC-TMS also significantly weakened cortico-basal ganglia, cortico-cerebellum, and intra-cerebellum functional connectivity (FC), and strengthened striatal FC relative to Sham. …”
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A 3D Clinical Face Phenotype Space of Genetic Syndromes Using a Triplet-Based Singular Geometric Autoencoder by Soha S. Mahdi, Eduarda Caldeira, Harold Matthews, Michiel Vanneste, Nele Nauwelaers, Meng Yuan, Giorgos Bouritsas, Gareth S. Baynam, Peter Hammond, Richard Spritz, Ophir D. Klein, Michael Bronstein, Benedikt Hallgrimsson, Hilde Peeters, Peter Claes

“…In this paper, a triplet loss-based autoencoder developed by geometric deep learning (GDL) is trained using multi-task learning, which combines supervised and unsupervised learning approaches. …”
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Effects of low-intensity pulsed focal ultrasound-mediated delivery of endothelial progenitor-derived exosomes in tMCAo stroke by Ahmet Alptekin, Mohammad B. Khan, Mahrima Parvin, Hasanul Chowdhury, Sawaiz Kashif, Fowzia A. Selina, Anika Bushra, Justin Kelleher, Santu Ghosh, Dylan Williams, Emily Blumling, Roxan Ara, Asamoah Bosomtwi, Joseph A. Frank, Krishnan M. Dhandapani, Ali S. Arbab

“…Delivery of exosomes to the brain is a daunting task, and a blood–brain barrier (BBB)-penetrable peptide is being considered. …”
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