High-speed threat detection in 5G SDN with particle swarm optimizer integrated GRU-driven generative adversarial network by R. Shameli, Sujatha Rajkumar

“…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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Pattern, Clinical Characteristics, and Outcome of Meningitis among HIV-Infected Adults Admitted in a Tertiary Hospital in North Western Tanzania: A Cross-Sectional Study by Matobogolo M. Boaz, Samuel Kalluvya, Jennifer A. Downs, Bonaventura C. T. Mpondo, Stephen E. Mshana

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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 by Gabriela Rodrigues Alves, Agostinho Rosa, Magneide Brito, Marcia Pradella-Hallinan, Sergio Tufik

“…OBJECTIVE: The aim of this study is to complement existing data on the expression and characteristics of cyclic alternating pattern (CAP) in children, specifically in the 12 to 24 month age bracket. …”
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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 by Geoffrey Liu, Shi Feng Nyaw, Tony S. K. Mok, Hubert Curcio, Alexis B. Cortot, Tsz Yeung Kam, Renaud Descourt, Yin Kwan Chik, Parneet Cheema, James M. Gwinnutt, Eric N. Churchill, Justin Nyborn, Eileen Curran, Alexandra Savell, Yu Yin, Katie Chong, Yuka Tanaka‐Chambers, Julian Kretz, Jacques Cadranel

“…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... by Hansotto Reiber

“…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... by Douglas M. Bennion, Peter T. Dziegielewski, Brian J. Boyce, Yadro Ducic, Raja Sawhney

“…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... by Tesfaye Gutema, Fitsum Weldegebreal, Dadi Marami, Zelalem Teklemariam

“…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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Evaluating antibiotic use patterns and compliance in Shanxi province hospitals: a 7-year retrospective study of national clinical improvement system data (2015–2021) by Rui Zhang, Song Wang, Shuyun Wang, Jian Ren, Zhihong Ren, Yang Tang, Donghong Yin, Shucheng Yang, Ruigang Hou, Jinju Duan

“…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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A hybrid deep learning model EfficientNet with GRU for breast cancer detection from histopathology images by M. Pradeepa, B. Sharmila, M. Nirmala

“…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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Empirical classification of fatigue-induced physiological tremor in robot-assisted manipulation tasks using BiLSTM-GRU network by Poongavanam Palani, Siddhant Panigrahi, Gunarajulu Renganathan, Yuichi Kurita, Asokan Thondiyath

“…On the master end, the participants were seated comfortably and asked to trace the patterns embedded over an image of an organ that was displayed on the screen. …”
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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... by Najeeb B., Shakeela Q., Qureshi S.A.

“…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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Configuration and Dynamic Analysis of Complex Docking Test Platform by ZHANG Yuan, FAN Chang-zhen

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Large language models' knowledge of children's memory and suggestibility: Evaluating model predictions of prior experimental results by Pekka Santtila, Yongjie Sun, Kristjan Kask, Liisa Järvilehto, Jiaxing Xiu

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Trends of health behaviors among cancer patients in Korea: a cross-sectional time series analysis by Noor Afif Mahmudah, Young-Kwon Park, Minsu Ock

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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... by Yousif B. Hamadalneel, Marwa F. Alamin, Hifa O. Ahmed, Safa F. Eltoum, Elmuntasir Elamin

“…Therefore, this laboratory-based, retrospective study assessed the prevalence, patterns of antimicrobial resistance, and associated factors of S. aureus. …”
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An enhanced fusion of transfer learning models with optimization based clinical diagnosis of lung and colon cancer using biomedical imaging by N. A. S. Vinoth, J. Kalaivani, R. Madonna Arieth, S. Sivasakthiselvan, Gi-Cheon Park, Gyanendra Prasad Joshi, Woong Cho

“…The FTLMO-BILCCD technique implements a hybrid of temporal pattern attention and bidirectional gated recurrent unit (TPA-BiGRU) for classification. …”
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Alternate row mulching optimizes soil temperature and water conditions and improves wheat yield in dryland farming by Qiu-yan YAN, Fei DONG, Ge LOU, Feng YANG, Jin-xiu LU, Feng LI, Jian-cheng ZHANG, Jun-hui LI, Zeng-qiang DUAN

“…Warming effect of soil temperature under the HM pattern persisted longer than under the FM model with the same mulching rates. …”
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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... by Namuna Ali, Sebsib Neway, Kassu Desta

“…<h4>Objective</h4>This study aimed to assess the burden of post-cesarean section bacterial infections, antimicrobial resistance pattern, and associated factors among mothers attending postnatal care services.…”
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Survival benefit from adjuvant chemoradiotherapy in local advanced gastric cancer without accurate D2 confirmation: a real-world retrospective study (TJ-ARK01) by Xiao-Xiao Luo, Ben Zhao, Li Sun, Yu-Hong Dai, Hong Qiu, Xiang-Lin Yuan

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Genome-wide identification and function analysis of the sucrose phosphate synthase MdSPS gene family in apple by Li-hua ZHANG, Ling-cheng ZHU, Yu XU, Long LÜ, Xing-guo LI, Wen-hui LI, Wan-da LIU, Feng-wang MA, Ming-jun LI, De-guo HAN

“…However, studies on the systematic analysis and evolutionary pattern of the SPS gene family in apple are still lacking. …”
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