Nosocomial Legionnaires’ Disease: Clinical and Radiographic Patterns by Thomas J Marrie, David Haldane, Gregory Bezanson

“…From 1981 to 1991, 55 patients (33 males, 22 females, mean age 58.6 years) with nosocomial Legionnaires’ disease were studied. The mortality rate was 64%. One-half of the patients developed nosocomial Legionnaires’ disease within three weeks of admission. …”
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Antibiotic Susceptibility Patterns for Carbapenem-Resistant Enterobacteriaceae by Shahnaz Armin, Fatemeh Fallah, Abdollah Karimi, Fereshteh Karbasiyan, Masoud Alebouyeh, Sedigheh Rafiei Tabatabaei, Maryam Rajabnejad, Roxana Mansour Ghanaie, Seyed Alireza Fahimzad, Nafiseh Abdollahi, Hannan Khodaei, Leila Azimi

“…Carbapenem is a broad-spectrum beta-lactam antibiotic considered the last choice for the treatment of antibiotic-resistant Gram-negative bacteria. Thus, the increasing rate of carbapenem resistance (CR) in Enterobacteriaceae is an urgent public health threat. …”
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Seasonal mortality patterns and regional contrasts in Portugal by Almendra Ricardo, Santana Paula, Freire Elisabete, Vasconcelos João

“…The seasonal burden was measured using the excess winter deaths (EWD) rate and the seasonal impact of winter on mortality was assessed through the EWD Index. …”
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The current pattern of reconstructive surgery for breast cancer by A. Kh. Ismagilov, A. R. Khamitov, A. S. Vanesyan

“…Madden and the identification of sentinel lymph nodes, we can observe improved quality of life in patients in reference to the lower rate of the manifestation of lymphedemas. However, patients who have undergone this or that mastectomy are observed to have lower self-appraisal scores, a change in their professional sphere, irritability and apprehensiveness Thus, the decreased rate of the manifestation of lymphedema and obvious postoperative traumatization are not the only components of quality of life in patients with BC. …”
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Simulation of airflow pattern of two rotating cylinders by K. Kussayinov, N.K. Tanasheva, N.N. Shuyushbayeva, Yu.N. Ryzhykh, Yu.O. Stepanova, S.B. Bagdatova

“…The authors obtained universal dependences on aerodynamic characteristics of the incoming flow rate at a constant angular velocity. They also found aerodynamic characteristic of rotating cylinder in a turbulent air stream and analyzed the flow pattern of two rotating cylinders, vorticity field, drag and lift coefficients. …”
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Effects of Neonatal Feeding Patterns on Infant Health by Shi Xiaoli, Hao Weiyan, Dandan Li

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Assessment of Occupational Accidents Pattern in Iranian Miners by M Malek, S Mohammadi, M Aghilinejad, MS Attarchi, F Rahimpour, S Alizadeh

“…All types of fractures were in second position among other patterns. Age could not variant the rate of pattern in a descriptive view. …”
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Patterns of uveitis in a Philippine eye clinic by Harvey S. Uy, MD, Irene W. Tam, OD

“…Significant rates of ocular complications and blindness were found in this series, particularly among patients with panuveitis. …”
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Seasonal Temperature and Precipitation Patterns in Caucasus Landscapes by Mariam Elizbarashvili, Nazibrola Beglarashvili, Mikheil Pipia, Elizbar Elizbarashvili, Nino Chikhradze

“…Temperature trends were analyzed using linear regression, while vertical lapse rates and inversion layers were assessed based on seasonal temperature–elevation relationships. …”
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Climate-driven patterns of global tree longevity by Jiani Gao, Keyan Fang, Jing M. Chen, Jinbao Li, Sergio Rossi, Deliang Chen, Hans W. Linderholm, Jesús Julio Camarero, Jan Esper, Nicole K. Davi, Tsun Fung Au, Zhengtang Guo

“…However, the global influences of climate and growth patterns on tree longevity remain poorly understood. …”
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Telehealth patterns in primary and onco-primary care by Vishnukamal Golla, Nicole Frascino, Lauren E. Wilson, Megan Oakes, Kevin C. Oeffinger, Devon K. Check, Leah L. Zullig

“…Increased telehealth use was seen in those patients with a higher baseline comorbidity burden (RR 1.14; 95% CI 1.06–1.23), prostate cancer (Prostate RR 1.33; 95% CI 1.16–1.54) and advanced stage cancer (RR 1.20; 95% CI 1.08–1.34).Conclusion Telehealth, while not as heavily utilized, remains an important care tool in marginalized rural and Black onco-primary care patients.Implications for Practice This paper highlights baseline use rates of telehealth in the onco-primary patients including more health disparate populations and helps guides future healthcare system investments in this technology.…”
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A novel cluster of improved frilled lizard optimization and multi-ladder gated networks for the detection of cyber-attacks in computer networks by Vandana Dharmapuri, Sushama Rani Dutta

“…Motivated by this challenge, this paper introduces the novel combination of multi-ladder gated network units (ML-GNU) and the Improved Frilled Lizard Optimization (IFLO) model to recognize distinct types of multiple cyber-threats. …”
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De la gated community au lotissement géant mexicain, une version bon marché de la fermeture résidentielle by Céline Jacquin, Guénola Capron

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Convolutional Neural Network–Vision Transformer Architecture with Gated Control Mechanism and Multi-Scale Fusion for Enhanced Pulmonary Disease Classification by Okpala Chibuike, Xiaopeng Yang

“…In each component block, the CNN is used to extract the local features, which are then passed through the ViT to capture the global dependencies. We implemented a gated attention mechanism that combines the channel-, spatial-, and element-wise attention to selectively emphasize the important features, thereby enhancing overall feature representation. …”
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Modeling Ontology-Based Decay Analysis and HBIM for the Conservation of Architectural Heritage: The Big Gate and Adjacent Curtain Walls in Ibb, Yemen by Basema Qasim Derhem Dammag, Dai Jian, Abdulkarem Qasem Dammag, Yahya Alshawabkeh, Sultan Almutery, Amer Habibullah, Ahmad Baik

“…This study introduces a comprehensive framework combining Historic Building Information Modeling (HBIM) with ontology-based modeling aligned with the CIDOC Conceptual Reference Model (CIDOC CRM). Focusing on the Big Gate and adjacent curtain walls in Ibb, Yemen, where the gate is entirely lost, the study reconstructs the structure using historical photographs, eyewitness accounts, and analogical references. …”
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UGS-M3F: unified gated swin transformer with multi-feature fully fusion for retinal blood vessel segmentation by Ibtissam Bakkouri, Siham Bakkouri

“…However, accurately segmenting blood vessels in fundus images is challenging due to factors such as significant variability in vessel scale and appearance, occlusions, complex backgrounds, variations in image quality, and the intricate branching patterns of retinal vessels. To overcome these challenges, the Unified Gated Swin Transformer with Multi-Feature Full Fusion (UGS-M3F) model has been developed as a powerful deep learning framework tailored for retinal vessel segmentation. …”
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Development patterns and strategies for offshore high-intensity steam stimulation with large well spacing by LUO Xianbo, FENG Haichao, LIU Dong, ZHENG Wei, WANG Shutao, WANG Gongchang

“…From this analysis, three decline stages and average decline rates of offshore steam stimulation are identified. …”
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Revealing Depression Through Social Media via Adaptive Gated Cross-Modal Fusion Augmented With Insights From Personality Traits by Gede Aditra Pradnyana, Wiwik Anggraeni, Eko Mulyanto Yuniarno, Mauridhi Hery Purnomo

“…To bridge this gap, we introduce DeXMAG, a novel personalized depression detection framework that integrates a Cross-Modal Attention mechanism with an Adaptive Gated Fusion strategy. DeXMAG effectively combines textual content, visual imagery, and user-level personality traits to capture the heterogeneous and individualized patterns of depressive expression across modalities. …”
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PPG-Based Accurate Insomnia Detection System Using Convolutional Neural Networks With Self-Attention Mechanism and Gated Recurrent Units by Hardik Telangore, Heneel Makwana, Prithviraj Verma, Manish Sharma, Hasan S. Mir, U. Rajendra Acharya

“…This study introduces a novel approach for PPG-based insomnia detection, utilizing Convolutional Neural Network (CNN) with self-attention, CNN with Gated Recurrent Unit (GRU), and transformer-based models. …”
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DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network by Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel, Yasser Fouad

“…The CNN-GRU model integrates a 1D convolutional layer for spatial pattern extraction and a GRU layer for temporal sequence learning, followed by dense layers with dropout regularization. …”
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