HDNLS: Hybrid Deep-Learning and Non-Linear Least Squares-Based Method for Fast Multi-Component T1ρ Mapping in the Knee Joint by Dilbag Singh, Ravinder R. Regatte, Marcelo V. W. Zibetti

“…Extensive experiments on synthetic data demonstrate that HDNLS achieves comparable performance to NLS and regularized-NLS (RNLS) with a minimum of a 13-fold improvement in speed. …”
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PROFESSORES NÃO LICENCIADOS NA EDUCAÇÃO PROFISSIONAL TÉCNICA INTEGRADA AO ENSINO MÉDIO by Luana Cristina Aguiar Louzeiro Sousa, Fernanda Bartoly Gonçalves de Lima

“…Na análise e interpretação dos resultados, os achados da pesquisa apontam que os sujeitos reconhecem a formação continuada como um importante mecanismo para o trabalho do professor, já que, oportuniza a atualização dos conhecimentos, o aprimoramento da prática pedagógica e a troca de experiências e saberes entre os pares. …”
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Outcomes of Pediatric Patients with Crohn’s Disease Received Infliximab or Exclusive Enteral Nutrition during Induction Remission by Yao Lv, Yue Lou, Gan Yang, Youyou Luo, Jingan Lou, Qi Cheng, Jindan Yu, Youhong Fang, Hong Zhao, Kerong Peng, Jie Chen

“…No significant differences were also observed in BMI and HFA recovery between two groups. Among those who achieved clinical or endoscopic remission or endoscopic response, the sustained remission rates and time did not reveal any significant differences for those 10 patients who used 6-mercaptopurine/methotrexate (6-MP/MTX) or 14 patients who used IFX as maintenance treatment during longitudinal follow-up. …”
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Development of subjectivity of future teachers in the course of professional training by Vera S. Gorynina, Il’dar M. Yusupov

“…The psychological support of the students was performed with a view of increasing their subjectivity. This was achieved via trainings promoting consciousness, social activity, self-concept, and aspirations. …”
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Ultra-fast biparametric MRI in prostate cancer assessment: Diagnostic performance and image quality compared to conventional multiparametric MRI by Antonia M. Pausch, Vivien Filleböck, Clara Elsner, Niels J. Rupp, Daniel Eberli, Andreas M. Hötker

“…The ultra-fast bpMRI protocol had significantly better image quality ratings (p < 0.001) and achieved a reduction in scan time of 80 % compared to conventional mpMRI. …”
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AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

“…The results show that we achieved an accuracy of 97.60 ​% in just 87.62 ​s in validation set 1 with 200 cases, which was significantly better than that of the other models. …”
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Rehabilitation of human hearing with a totally implantable cochlear implant: a feasibility study by Philippe Pierre Lefebvre, Joachim Müller, Gerhard Mark, Florian Schwarze, Ingeborg Hochmair

“…Conclusions The primary outcome of assessing the safety of the device was achieved. The TICI provides high levels of hearing performance, comparable to those of a conventional CI. …”
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Stability Analysis of “Support-Surrounding Rock” System for Fully Mechanized Longwall Mining in Steeply Dipping Coal Seams by Shenghu Luo, Tong Wang, Yongping Wu, Jingyu Huangfu

“…Finally, we found that overall stability can be achieved by adopting measures involving “sliding advancement of supports” and applying a “down-up” removal order. …”
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Digital business strategy of enterprise and its components by Liubov Lipych

“…It is proven that the digital business strategy describes the overall vision of the company in the context of digitalization, including strategic measures to achieve it. It defines specific, short-, medium- and long-term digitalization goals and initiatives in the context of products, services and value creation, as well as the company's organization and culture. …”
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Hierarchical proxy consensus optimization for IoV based on blockchain and trust value by Baoqin ZHAI, Jian WANG, Lei HAN, Jiqiang LIU, Jiahao HE, Tianhao LIU

“…With the rapid development of Internet of vehicles, 5G and artificial intelligence technologies, intelligent transportation has become the development trend of transportation technology.As a vehicle-vehicle and vehicle-road information interaction platform, the Internet of vehicles is the basic support platform for intelligent traffic information sharing and processing.At the same time, the security of Internet of vehicles has attracted much attention, especially data security which may cause user privacy leakage.The blockchain technology has become a solution, but it still faces new challenges in efficiency, security and other aspects.With the increase of vehicle nodes and information, how to efficiently achieve information consensus in high-speed vehicle moving environment has become a key problem.Then a bottom-up RSU (road side unit) chain consensus protocol was proposed based on blockchain and trust value.Several typical consensus structures were compared, and bottom-up two-layer consensus structure was adopted according to the actual scenarios of the Internet of vehicles.Moreover, a group leader node election algorithm was proposed which is based on node participation, work completion and message value.The system security was ensured by assigning trust value to each vehicle.Following the consensus structure and algorithm work mentioned above, the specific process of the protocol was comprehensively described, which was divided into six steps: region division, group leader node selection, local consensus, leader primary node selection, global consensus, and intra-domain broadcast.Then the experiments were analyzed from four aspects: security, communication complexity, consensus algorithm delay and fault tolerance rate.Experiments showed that, compared with other schemes, the proposed protocol can effectively reduce communication complexity and shorten consensus delay under the condition of resisting conspiracy attack, witch attack and other attacks.On the premise of security, the protocol improves fault tolerance rate and enables more nodes to participate in information sharing to satisfy the requirements of Internet of vehicles scenarios.…”
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Exploring the Potential of AI-Assisted Technology in Joint Range-of-Motion Measurements: A Reliability Study by Gisoo Lee, Eric W. Tan

“…<i>Results</i>: Both methods achieved good-to-excellent intra-test reliability results (ICC > 0.75) for all the joints, with the reliability being slightly higher for the RGB-D sensor-based AI method than for the UG measurements. …”
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Capture of 3D Human Motion Pose in Virtual Reality Based on Video Recognition by Qiang Fu, Xingui Zhang, Jinxiu Xu, Haimin Zhang

“…Experiments show that the accuracy of the two-category human motion gesture capture and recognition has achieved good results. The experimental effect of SVC on the recognition of two classifications is excellent. …”
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Mapping Habitat Structures of Endangered Open Grassland Species (<i>E. aurinia</i>) Using a Biotope Classification Based on Very High-Resolution Imagery by Steffen Dietenberger, Marlin M. Mueller, Andreas Henkel, Clémence Dubois, Christian Thiel, Sören Hese

“…The biotope mapping achieved an overall accuracy of 81.8%, while the subsequent HSMs yielded accuracies ranging from 0.69 to 0.75, with RF showing slightly better performance. …”
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An interval bilateral regulation framework of water resources supply and demand in irrigation area under water sources uncertainty by Zhan Shu, Yan Kang, Ying Gao, Xuemai Shi, Wanxue Li, Shuo Zhang, Songbai Song, Lingjie Li

“…The results show that the NGboost model achieves satisfactory prediction results for the monthly runoff. …”
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Integration of a specialist pharmacist-led multidisciplinary team in primary care: preventing strokes in people with atrial fibrillation across North East London by Riyaz Patel, Sotiris Antoniou, Shabana Ali, Mital Patel, Matt Kearney, Jagjot Kaur Chahal, John Robson, Paul Wright, Afzal Sohaib, Richard Clements, Angela Theodoulou

“…There was a 52% reduction in dual antithrombotic therapy, preventing an estimated three major bleeds.Improvements were achieved through a combination of specialist pharmacist reviews, GP and practice-based pharmacist training and virtual multidisciplinary reviews supporting the integration of specialists into a primary care setting to enable joined-up pathways for effective stroke prevention.…”
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Unveiling the Phytochemical Diversity and Bioactivity of <i>Astragalus melanophrurius</i>: A First Report Integrating Experimental and In Silico Approaches by Gulcan Gencer, Cengiz Sarikurkcu, Bektas Tepe

“…<b>Results</b>: The leaf extract exhibited the highest total phenolic and flavonoid contents, correlating with superior antioxidant activities, achieving IC₅₀ values of 16.55 mg/mL, 4.58 mg/mL, and 3.07 mg/mL in DPPH, ABTS, and FRAP assays, respectively. …”
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External validation of an artificial intelligence model using clinical variables, including ICD-10 codes, for predicting in-hospital mortality among trauma patients: a multicenter... by Seungseok Lee, Do Wan Kim, Na-eun Oh, Hayeon Lee, Seoyoung Park, Dong Keon Yon, Wu Seong Kang, Jinseok Lee

“…The AI model demonstrated high overall performance, achieving an AUROC of 0.9448 and a balanced accuracy of 85.08%, thereby outperforming traditional scoring systems such as ISS, or ICISS. …”
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A New Mathematical Model for Cell Layout Problem considering Rotation of Unequal Dimensions of Cells and Machines by Raheleh Alamiparvin, Esmaeil Mehdizadeh, Hamed Soleimani

“…Numerical results indicated that ICA was superior to both the PSO algorithm and GA. It could also achieve efficient solutions in a shorter computational time.…”
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A Two-Step Damage Diagnostic Approach Based on Static Strain Energy and Model-Updating via the Equilibrium Optimizer by Behrouz Safa, Asghar Rasouli, Yahya Nasira

“…Despite the great achievements accomplished so far in the field of damage detection, the need for a more comprehensive damage detection approach that effectively functions despite several real-world obstacles still exists. …”
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LEGAL POSITIONS OF THE CONSTITUTIONAL COURT OF UKRAINE REGARDING THE CONSTITUTIONAL DUTIES OF A PERSON AND A CITIZEN by Anton Kazakov

“…A careful analysis of the multifaceted practice of the Constitutional Court of Ukraine allowed to identify and analyze the basic legal positions, which in turn, supplementing and developing the achievements of the constitutional and legal doctrine of Ukraine from a practical point of view, indicate such properties of constitutional duties. …”
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