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High-speed threat detection in 5G SDN with particle swarm optimizer integrated GRU-driven generative adversarial network
Published 2025-03-01“…Moreover, the performance of this model is evaluated using the InSDN dataset and compared with existing DL model-based intrusion detection approaches and the results demonstrate a significantly higher accuracy rate of 98.4%, precision rate of 98%, recall rate of 98.5%, less detection time of 2.464 s, lesser Log loss rate of 1.0 and more metrics instilling confidence in the effectiveness of the proposed method.…”
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Prevalence, antimicrobial resistance patterns, and associated factors of Staphylococcus aureus among different clinical specimens in Wad Medani, Sudan: a four-year, laboratory-base...
Published 2025-07-01“…The overall S. aureus isolation rate was 39.1% (697/1784). The strains were primarily isolated from female patients (79.5%, 554/697), 38.9% of whom (271/697) were aged 30–44 years. …”
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Cyclic alternating pattern in normal children aged 12 to 24 months Padrão alternante cíclico em crianças normais de 12 a 24 meses
Published 2010-10-01“…The number of CAP sequences reached 25.25±9.55 per recording. CAP rate for the different type of A phases are (21.83±9.68%), for A1, (2.43±2.30%) for A3 and (1.67±1.11%) for A2. …”
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Wire Arc Additive Manufacturing of Aluminium 5356 Alloy: Process Parameter Optimization and Structure-Property Analysis
Published 2025-06-01“…Wire Arc Additive Manufacturing (WAAM) is an emerging technology in the manufacturing sector, offering benefits such as increased production rates and cost efficiency. This study investigates the WAAM of aluminium alloy 5356, deposited on aluminium 6082 base plates. …”
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Bacteriological evaluation, antibiogram, and phenotypic detection of MBL-producing gram-negative bacteria isolated from outdoor patients with otorrhea attending Ayub medical Comple...
Published 2024-07-01“…The current study aimed to study the patients to assess the occurrence rate, susceptibility pattern, and prevalence rate of metallo beta-lactamase (MBL) producing gram-negative bacteria to prevent the prevalent strains and direct the physicians to appropriate antibiotic therapy. …”
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Patterns of Treatment and Real‐World Outcomes of Patients With Non‐small Cell Lung Cancer With EGFR Exon 20 Insertion Mutations Receiving Mobocertinib: The EXTRACT Study
Published 2025-02-01“…The median real‐world progression‐free survival (PFS) on mobocertinib was 4.76 months (95% CI: 3.98, 6.21). The overall response rate and disease control rate were 20.0% and 48.6%, respectively (median duration of response: 8.34 months [95% CI: 3.61, 9.49]). …”
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Cerebrospinal fluid data compilation and knowledge-based interpretation of bacterial, viral, parasitic, oncological, chronic inflammatory and demyelinating diseases. Diagnostic pat...
Published 2016-04-01“…ABSTRACT The analysis of intrathecal IgG, IgA and IgM synthesis in cerebrospinal fluid (CSF) and evaluation in combined quotient diagrams provides disease-related patterns. The compilation with complementary parameters (barrier function, i.e., CSF flow rate, cytology, lactate, antibodies) in a cumulative CSF data report allows a knowledge-based interpretation and provides analytical and medical plausibility for the quality assessment in CSF laboratories. …”
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Fellowship training in microvascular surgery and post-fellowship practice patterns: a cross sectional survey of microvascular surgeons from facial plastic and reconstructive surger...
Published 2019-05-01“…Results Among survey respondents (n = 21, 22% response rate), two-thirds completed 20–100 microvascular cases during fellowship using mainly radial forearm, fibula, anterior lateral thigh, latissimus and rectus free tissue transfers. …”
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Prevalence, Antimicrobial Susceptibility Pattern, and Associated Factors of Urinary Tract Infections among Adult Diabetic Patients at Metu Karl Heinz Referral Hospital, Southwest E...
Published 2018-01-01“…The escalating antimicrobial resistance rate among bacteria over the past years is another concern in the treatment of urinary tract infections. …”
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Machine Learning-Based Classification of Programming Logic Understanding Levels by Mouse-Tracking Heatmaps
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Configuration and Dynamic Analysis of Complex Docking Test Platform
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Evaluating antibiotic use patterns and compliance in Shanxi province hospitals: a 7-year retrospective study of national clinical improvement system data (2015–2021)
Published 2025-05-01“…The proportion of patients undergoing clean surgical procedures with prophylactic antibiotic prescriptions decreased from 45.08% to 40.0% between 2019 and 2021, with a compound annual growth rate (CAGR) of −5.80 (p=0.103). The intensity of antibiotic treatment among inpatients was from 42.00 to 39.70 daily defined dose between 2017 and 2021, with a CAGR of −1.40 (p=0.015). …”
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Post-caesarean section infection burden, antimicrobial resistance pattern, and associated factors at all Africa Leprosy Rehabilitation and Training Center Comprehensive Specialized...
Published 2025-01-01“…In sub-Saharan Africa, the incidence is 7.3%, while Ethiopia reports rates as high as 10.4%. Risk factors include older age, prolonged hospitalization, and emergency surgeries, with common pathogens being S. aureus and E. coli. …”
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Genome-wide identification and function analysis of the sucrose phosphate synthase MdSPS gene family in apple
Published 2023-07-01“…Sucrose phosphate synthase (SPS) is a rate-limiting enzyme that works in conjunction with sucrose-6-phosphate phosphatase (SPP) for sucrose synthesis, and it plays an essential role in energy provisioning during growth and development in plants as well as improving fruit quality. …”
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A hybrid deep learning model EfficientNet with GRU for breast cancer detection from histopathology images
Published 2025-07-01“…However, existing diagnostic models often struggle to extract complex patterns from high-resolution tissue images, limiting their diagnostic accuracy and generalization. …”
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