Generalization of artificial neural network for predicting methane production in laboratory-scale anaerobic bioreactor landfills by M.J. Zoqi

“…The model was trained and optimized using the experimental data. The effectiveness and generalizability of the optimal neural network were evaluated by using it for the unseen data from other studies, ensuring its ability to make accurate predictions beyond the training dataset.FINDINGS: The results demonstrated that in System 1, ammonium and chemical oxygen demand concentrations in the leachate progressively increased to high levels. …”
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INTERLAMINAR STRESS ANALYSIS OF INCOMPATIBLE GENERALIZED MIXED ELEMENT MODEL FOR COMPOSITE LAMINATES WITH A HOLE by QING Guanghui, WANG Yonggang, WANG Xie

“…Numerical examples demonstrated that the incompatible generalized mixed element could obtain more accurate stress singularity results than the 8-node three-dimensional solid incompatible displacement element results solved by the finite element software Abaqus. …”
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Evaluation of acute rhinosinusitis in the otorhinolaryngology clinic at Quang Nam General Hospital: 2022-2024 period by Nguyen Hoai Nguyen

“…The results showed that women and middle-aged individuals (45–60 years) had the highest prevalence. …”
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SECURITY STRATEGY FOR THE IMPLEMENTATION OF THE 2024 GENERAL ELECTION AT THE STATE DETENTION CENTRE CLASS I MEDAN by Djian Fadilla, Andi Kurniawan

“…This study provides recommendations for strengthening inter-agency coordination and optimizing resources to ensure the implementation of the 2024 General Election in Medan Class I Detention Centers runs safely and smoothly. …”
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Dynamic analysis of a Caputo fractional-order SEIR model with a general incidence rate by Shenghu Xu, Yanhui Hu

“…Abstract This study develops a fractional-order SEIR model with asymptomatic infections and memory effects, introducing a generalized incidence rate to better reflect the nonlinear characteristics of transmission. …”
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Better Pseudo-Labeling for Semi-Supervised Domain Generalization in Medical Magnetic Resonance Image Segmentation by Liangqing Hu, Zuqiang Meng, Chaohong Tan, Yumin Zhou

“…Second, we introduce a consistency learning method that employs self-perturbation at both the image and feature levels to encourage the learning of more generalized feature representations. Finally, we optimize pseudo-labels end-to-end with the teacher–student framework. …”
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General Combined Anesthesia in Combination with Superficial Cervical Plexus Block during Carotid Artery Surgery by D. V. Osipenko, A. V. Marochkov

“…Conclusion. As compared with general anesthesia, the anesthesia based on propofol and fentanyl in combination with superficial cervical plexus block using bupivacaine solution provides optimal intraoperative patient protection and improves analgesia within the first 24 hours after surgery.…”
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Thoracic Paravertebral Block as a Component of General Anesthesia in the Surgical Treatment of Unstable Angina Pectoris by Yu. V. Khrenov, N. A. Karpun, V. V. Moroz

“…The groups were stratified by age, gender, the class of unstable angina, myocardial contractility, and the type of an operation. Results. Paravertebral block was ascertained to significantly increase the analgesic component of general anesthesia in the surgical treatment of unstable angina. …”
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Random Generalized Additive Logistic Forest: A Novel Ensemble Method for Robust Binary Classification by Oyebayo Ridwan Olaniran, Ali Rashash R. Alzahrani, Nada MohammedSaeed Alharbi, Asma Ahmad Alzahrani

“…We introduce a novel ensemble approach, the Random Generalized Additive Logistic Forest (RGALF), which integrates generalized additive models (GAMs) within a random forest framework to improve binary classification tasks. …”
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Development of an Efficient and Generalized MTSCAM Model to Predict Liquid Chromatography Retention Times of Organic Compounds by Mengdie Fan, Chenhui Sang, Hua Li, Yue Wei, Bin Zhang, Yang Xing, Jing Zhang, Jie Yin, Wei An, Bing Shao

“…However, existing retention time prediction methods usually suffer from the scarcity of comprehensive training datasets, sparsity of valid data, and lack of classification in datasets, resulting in poor generalization capability and accuracy. …”
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Structure of comorbidity in urban population with essential hypertension in the clinical practice of a local general practitioner by Esedulla M. Osmanov, Rustam R. Manyakov, Amina S. Garaeva, Liliya M. Tuktamysheva, Laurija H. Korkmazova, Imam M. Arsanukaev, Jasmina A. Garaeva, Arthur A. Antonov

“…Conclusion — The gender- and age-related features of comorbid pathology associated with essential hypertension among urban residents revealed in this study are extremely important in the clinical practice of a local general practitioner for developing optimal patient-oriented treatment plans.…”
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Evaluation of the Utilization of the Hospital Management Information System (SIMRS) at Madani Regional General Hospital, Palu by Muhammad Rifial, Amran Razak, Darmawansyah Darmawansyah, Indar Indar, Arsyad Rahman

“…The population of this study includes all employees at Madani Regional General Hospital, Palu. The sample consists of 172 respondents, determined using the Slovin formula Results: The study shows that system usage (p = 0.007), user satisfaction (p = 0.003), information quality (p = 0.002), and service quality (p = 0.006) are associated with the utilization of SIMRS at Madani Regional General Hospital, Palu. …”
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Improving melanoma screening in primary care: the Experience of the Association of French General Practitioners Practicing Dermoscopy by Julien Anriot, Nadia Ikhlef, Gérard Duru, Sophie Darnis, Pauline Scouarnec, Younes Tamarat, Amini-Adle Mona, Luc Thomas

“…Methods: A survey  was shared via Google® Form with all the members of the association’s Facebook® account between November 26, 2024 to December 26, 2024. Results: A total of 85 general practitioners responded the survey. …”
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Pharmacist-led adherence support in general practice: a qualitative interview study of adults with asthma by Amy Hai Yan Chan, Robert Horne, Marissa Ayano Mes, Caroline Brigitte Katzer, Vari Wileman, Stephanie Jane Caroline Taylor

“…Participants navigated the NHS based on a perceived hierarchy of healthcare professionals (general practitioners on top, nurses, then pharmacists), and this influenced their perspectives of GPPs.Conclusion While the GPP scheme shows promise based on the perspectives of people with asthma, the identified barriers to optimal patient engagement and service implementation will need to be addressed for the service to be effective.…”
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Modeling and predicting individual variation in COVID-19 vaccine-elicited antibody response in the general population. by Naotoshi Nakamura, Yurie Kobashi, Kwang Su Kim, Hyeongki Park, Yuta Tani, Yuzo Shimazu, Tianchen Zhao, Yoshitaka Nishikawa, Fumiya Omata, Moe Kawashima, Makoto Yoshida, Toshiki Abe, Yoshika Saito, Yuki Senoo, Saori Nonaka, Morihito Takita, Chika Yamamoto, Takeshi Kawamura, Akira Sugiyama, Aya Nakayama, Yudai Kaneko, Yong Dam Jeong, Daiki Tatematsu, Marwa Akao, Yoshitaka Sato, Shoya Iwanami, Yasuhisa Fujita, Masatoshi Wakui, Kazuyuki Aihara, Tatsuhiko Kodama, Kenji Shibuya, Shingo Iwami, Masaharu Tsubokura

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STUDY OF BIOCHEMICAL MARKERS’ CONTENT OF BONE TISSUE METABOLISM IN THE ORAL LIQUID OF PATIENTS WITH GENERALIZED PERIODONTITIS by I.V. Vozna, A.V. Samoilenko, S.V. Pavlov

“…The study group consisted of 126 patients with generalized periodontitis of initial (8), I (32), II (68), and III (18) severity levels, chronic course who are working in hazardous conditions of the "Dniprospetsstal" plant in Zaporizhzhya. …”
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Blood pressure behavior during mechanical thrombectomy and drugs used for conscious sedation or general anesthesia by Ráissa Soraya Souza de Oliveira, Vinícius Boaratti Ciarlariello, Hanna Nery Ferraz Martins, Michelle dos Santos Lobato, Renata Carolina Acri Nunes Miranda, Flávia Fernandes Manfredi de Freitas, Rodrigo Meirelles Massaud, Thiago Giansante Abud, Carlos Eduardo Baccin, Gisele Sampaio Silva

“…ABSTRACT Background: The optimal blood pressure (BP) during mechanical thrombectomy for acute ischemic stroke is currently unclear. …”
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Self-Supervised Learning-Based General Laboratory Progress Pretrained Model for Cardiovascular Event Detection by Li-Chin Chen, Kuo-Hsuan Hung, Yi-Ju Tseng, Hsin-Yao Wang, Tse-Min Lu, Wei-Chieh Huang, Yu Tsao

“…After GLP pretraining, it is transferred for target vessel revascularization (TVR) detection. Results: The proposed two-stage training improved the performance of pure SSL, and the transferability of GLP exhibited distinctiveness. …”
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Research on continuing education for general practitioners in China over the past decade: a systematic review by HOU Shuyu, ZENG Xin, WANG Tingting, MOU Biao, LEI Yu, WU Fuju, LUO Xiaohong, ZOU Chuan

“…Background: With shifts in disease patterns and the implementation of tiered healthcare, general practitioners (GPs) play a vital role in disease diagnosis and management. …”
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Generalized Treatment as Prevention Plus Focused Pre-Exposure Prophylaxis Is the Key to Controlling HIV/AIDS by Julio S. G. Montaner, Viviane D. Lima, Kate A. Salters, Junine Toy, Jeffrey B. Joy, Silvia Guillemi, Rolando Barrios

“…Meanwhile, PrEP reduces the number of potential new infections among those most susceptible to acquiring HIV in the community, independent of viral load suppression among PLWH. Our results strongly support widespread implementation of the combination of “generalized TasP + focused PrEP” strategy and underscore the importance of long-term monitoring of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mrow><mi mathvariant="normal">R</mi></mrow><mrow><mi mathvariant="normal">e</mi></mrow></msub></mrow></semantics></math></inline-formula> at a programmatic level to identify opportunities for optimizing TasP and PrEP programs. …”
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