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Next decade of telecommunications artificial intelligence
Published 2021-03-01“…It has been an exciting journey since the mobile communications and AI were conceived 37 years and 64 years ago.While both fields evolved independently and profoundly changed communications and computing industries, the rapid convergence of 5G and AI is beginning to significantly transform the core communication infrastructure, network management and vertical applications.The individual roadmaps of mobile communications and artificial intelligence in the early stage were firstly outlined, with a concentration to review the era from 3G to 5G when AI and mobile communications started to converge.With regard to telecommunications artificial intelligence, the progress of AI in the ecosystem of mobile communications was further introduced in detail, including network infrastructure, network operation and management, business operation and management, intelligent applications towards BSS & OSS convergence, verticals and private networks etc.Then the classifications of AI in telecom ecosystems were summarized along with its evolution paths specified by various international telecommunications standardization bodies.Towards the next decade, the prospective roadmap of telecommunications artificial intelligence was forecasted.In line with 3GPP and ITU-R’s timeline of 5G & 6G, the network intelligence following 3GPP and O-RAN routes, experience and intention driven network management and operation, network AI signaling system, intelligent middle-office based BSS, intelligent customer experience management and policy control driven by BSS& OSS convergence, evolution from SLA to ELA, and intelligent private network for verticals were further explored.It concludes that with the vision AI will reshape the future B5G/6G landscape, and we need fully take the unprecedented opportunities.…”
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Personalized Injury Reduction Strategies in Sports Medicine: Lessons Learned from Advances in Breast Cancer Treatment: A Clinical Commentary
Published 2023-02-01“…One factor limiting progress is the inconsistency in screening, risk assessment, and risk management strategies to guide injury mitigation approaches…”
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Large-scale S-box design and analysis of SPS structure
Published 2023-02-01“…A class of optimal linear transformation P over a finite field<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> <msup> <mrow> <mrow><mo>(</mo> <mrow> <msubsup> <mi>F</mi> <mn>2</mn> <mi>m</mi> </msubsup> </mrow> <mo>)</mo></mrow></mrow> <mn>4</mn> </msup> </mrow></math></inline-formula> was constructed based on cyclic shift and XOR operation.Using the idea of inverse proof of input-output relation of linear transformation for reference, a proof method was put forward that transformed the objective problem of optimal linear transformation into several theorems of progressive relation, which not only solved the proof of that kind of optimal linear transformation, but also was suitable for the proof of any linear transformation.By means of small-scale S-box and optimal cyclic shift-XOR linear transformation P, a large-scale S-box model with 2-round SPS structure was established, and a series of lightweight large-scale S-boxes with good cryptographic properties were designed.Only three kind of basic operations such as look-up table, cyclic shift and XOR were used in the proposed design scheme, which improved the linearity and difference uniformity of large-scale S-boxes.Theoretical proof and case analysis show that, compared with the existing large-scale S-box construction methods, the proposed large-scale S-box design scheme has lower computational cost and better cryptographic properties such as difference and linearity, which is suitable for the design of nonlinear permutation coding of lightweight cryptographic algorithms.…”
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A data-driven group retrosynthesis planning model inspired by neurosymbolic programming
Published 2025-01-01“…Our investigation reveals reusable synthesis patterns that augment the reaction template library, resulting in progressively decreasing marginal inference time as the algorithm processes more molecules. …”
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Anti-diabetic potential assessment of aqueous and ethanol extracts of arrow poison (<i>Strophanthus hispidus</i>) plant stem bark in Wistar male rats
Published 2019-05-01“…The results revealed significant (P<0.05) progressive decrease in fasting blood glucose concentration on the 2nd-12th weeks and 4th-12th weeks in normal and diabetic-treated rats respectively. …”
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Can a Patient use an App at Home to Measure Knee Range of Motion? Utilizing a Mobile App, Curovate, to Improve Access and Adherence to Knee Range of Motion Measurements
Published 2022-04-01“…# Introduction Knee range of motion is a critical measure of progress after knee injury and knee surgery. However, many patients do not understand the importance of knee range of motion and most do not have a way to self-monitor their knee range of motion at home. …”
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CD206+ Trem2+ macrophage accumulation in the murine knee joint after injury is associated with protection against post-traumatic osteoarthritis in MRL/MpJ mice.
Published 2025-01-01“…In humans, ~50% of joint injuries progress to PTOA, while the rest spontaneously resolve. …”
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Quantitative MR Analysis of Changes in the Radius Bone Marrow in Osteoporosis
Published 2023-01-01“…This may lead in the future to the use of affordable means such as low-field MRI scanners for the monitoring of disease progression. Methods. A clinical trial was performed using a 3T MR scanner, including 26 women assigned into three study groups: healthy-premenopausal (n = 7; mean age 48.6 ± 3.5 years), healthy-postmenopausal (n = 10; mean age 54.5 ± 5.6 years), and osteoporotic-postmenopausal (n = 9; mean age 61.3 ± 5.6 years). …”
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University management for institutional self-assessment with a formative nature of medical universities
Published 2024-05-01“…<p><strong>Foundation:</strong> innovative universities are distinguished by their impact on the current challenges of modern society, where the progress of the university environment is crucial.<br /><strong>Objective:</strong> argue the theoretical-practical foundations of university management for institutional self-evaluation with a formative nature of medical universities.…”
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Risk factors associated with mortality among vaccinated COVID-19 patients: A retrospective study
Published 2024-12-01“…Furthermore, the increase of white blood cell, neutrophils, lactate dehydrogenase, blood urea nitrogen, and creatinine in patients’ blood can be considered as warning indicators of disease progression and death.…”
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Assessing fertility preservation strategies: A scoping review
Published 2024-12-01“…Regarding gametogenesis, significant progress has been made in understanding oocyte and sperm maturation, with optimized conditions improving maturation rates and motility. …”
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