Auto regressive neural network-driven reliability optimization in base-isolated building design by John Thedy, Kuo-Wei Liao, Taeyong Kim

“…This study employs time history analysis with stochastic considerations and uses a heuristic algorithm to optimize base isolation. The goal is to maximize seismic energy dissipation without exceeding displacement or force limits. …”
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The causes of unsatisfactory results and mistakes in treatment of patients with pigmented villo-nodular synovitis (teno-synovial giant-cell tumor) of a knee joint by Yu. O. Kostogryz, O. A. Kostogryz

“…The causes of unsatisfacory results of treatment for pigmented villo-nodular synovitis of a knee joint are the disease severity, and its diffuse form, absence of the diagnosis-treatment algorithm for this process and rehabilitation of the patients, what leads to diagnostic and tactical mistakes on the treatment process stages. …”
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Current aspects of treatment and rehabilitation of patients with pharyngeal cancer by A. L. Kozhanov

“…According to the data of the authors, today currently there is no common algorithm for treatment of stage T1–3 pharyngeal malignant neoplasms.Locally disseminated tumors of the throat and laryngopharynx, corresponding to stages T3–4N0–2M0 as a rule are treated by combined management with pre- or postoperative irradiation. …”
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Decentralized parallel autonomous restoration: zone agents’ automated rules by Maryam Sadeghi, Mohsen Kalantar

“…The framework incorporates the state-of-the-art decentralized mesh-based minimum spanning tree (DPMST) algorithm coordinated by zone agents, to enable concurrent recovery processes. …”
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INTEGRATED ASSESSMENT OF STATIN-ASSOCIATED MUSCLE DAMAGE PREDICTORS IN PATIENTS WITH ISCHEMIC HEART DISEASE by V. I. Petrov, O. N. Smuseva, Yu. V. Solovkina

“…To assess the risk factors of statin-associated muscle damage in patient with ischemic heart disease.Material and methods. 258 patients with ischemic heart disease treated with statin were included into the study. …”
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Minimal cyclic behavior in sheared amorphous solids by Chloe W Lindeman, Sidney R Nagel

“…Using a particularly sensitive algorithm, we identify rearrangements in simulated jammed packings and select pairs of rearrangements that undo one another to create periodic cyclic behavior. …”
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Research of patients with alcohol dependence and their correction, taking into account gender aspects by Z. Sh. Ashurov, D. P. Kim

“…The object of the research were 140 people with alcohol addiction, who were treated at the Republican Special Scientific and Practical Medical Center for Narcology. …”
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Machine learning-based analysis on pharmaceutical compounds interaction with polymer to estimate drug solubility in formulations by Ahmad J. Obaidullah, Wael A. Mahdi

“…To further optimize performance, Recursive Feature Elimination (RFE) is employed for feature selection with the number of features treated as a hyperparameter. Hyperparameter tuning is rigorously conducted utilizing the Harmony Search (HS) algorithm. …”
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Intraoperative radiotherapy with a photonic radiosurgical system in the treatment of locally advanced rectal cancer by S. N. Potemin, I. B. Uvarov, D. S. Potemin

“…IO RT for locally advanced RC is a safe method that ensures adequate local control and can be considered as an effective treatment method both in an isolated version and in integration into a multimodal treatment algorithm in a specialized oncological clinics.…”
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Difference in Quality and Volatile Flavor Compounds of Zingiber officinale Roscoe with Different Drying Methods by Jiani Chen, Jinhua Wang, Yonghui Ge, Hongrui Ping, Wenxuan Liu

“…Principal component analysis (PCA) and the nearest neighbor algorithm successfully distinguished the ginger samples treated with different drying methods. …”
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Disproportionality analysis of upadacitinib-related adverse events in inflammatory bowel disease using the FDA adverse event reporting system by Shiyi Wang, Xiaojian Wang, Jing Ding, Xudong Zhang, Hongmei Zhu, Yihong Fan, Changbo Sun

“…This study evaluates upadacitinib-related adverse events (AEs) utilizing data from the US Food and Drug Administration Adverse Event Reporting System (FAERS).MethodsWe employed disproportionality analyses, including the proportional reporting ratio (PRR), reporting odds ratio (ROR), Bayesian confidence propagation neural network (BCPNN), and empirical Bayesian geometric mean (EBGM) algorithms to identify signals of upadacitinib-associated AEs for treating inflammatory bowel disease (IBD).ResultsFrom a total of 7,037,004 adverse event reports sourced from the FAERS database, 37,822 identified upadacitinib as the primary suspect drug in adverse drug events (ADEs), including 1,917 reports specifically related to the treatment of inflammatory bowel disease (IBD). …”
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Development and validation of a machine-learning-based model for identification of genes associated with sepsis-associated acute kidney injury by Chen Lin, Meng Zheng, Wensi Wu, Zhishan Wang, Guofeng Lu, Shaodan Feng, Xinlan Zhang

“…We assessed 113 combinations of 12 different algorithms to develop an internally and externally validated machine-learning model for diagnosing AKI. …”
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Federated learning with integrated attention multiscale model for brain tumor segmentation by Sherly Alphonse, Fidal Mathew, K. Dhanush, V. Dinesh

“…According to studies, Magnetic Resonance Imaging (MRI) is a fundamental imaging method that is frequently used in medical diagnostics to identify, treat, and routinely check for brain cancers. These images include extremely private and delicate details regarding the brain health of the individuals and it must be treated with much care to ensure anonymity of patients. …”
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Optimal design of a hybrid system composed of coagulation process and multi-stage filtration unit for on-site treatment of greywater in rural area by Zahra Akbari, Fereshteh Nourmohammadi Dehbalaei, Zahra Mohammad Hosseini, Seyed Taghi Omid Naeeni

“…Also, electrical conductivity and pH of treated greywater have been in the normal range for irrigation use. …”
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Performance of a Predictive Model for Long-Term Hemoglobin Response to Darbepoetin and Iron Administration in a Large Cohort of Hemodialysis Patients. by Carlo Barbieri, Elena Bolzoni, Flavio Mari, Isabella Cattinelli, Francesco Bellocchio, José D Martin, Claudia Amato, Andrea Stopper, Emanuele Gatti, Iain C Macdougall, Stefano Stuard, Bernard Canaud

“…To this end, we developed a predictive model designed to support decision-making regarding anemia management in hemodialysis (HD) patients treated in center. An Artificial Neural Network (ANN) algorithm for predicting hemoglobin concentrations three months into the future was developed and evaluated in a retrospective study on a sample population of 1558 HD patients treated with intravenous (IV) darbepoetin alfa, and IV iron (sucrose or gluconate). …”
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Distributionally robust optimal scheduling of flexible distribution networks considering dynamic spatio-temporal correlation of renewable energy by Shunxiang Yu, Xiaoming Dong, Chengfu Wang, Tianguang Lu

“…Existing methods often treat spatio-temporal correlations among RESs in a static manner, neglecting their dynamic variations and resulting in suboptimal dispatch strategies. …”
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On nonlinear coupled differential equations for corrugated backward facing step (CBFS) with circular obstacle: AI-neural networking by Khalil Ur Rehman, Wasfi Shatanawi, Weam G. Alharbi

“…ANN has 10 neurons in the hidden layer and is trained with the Levenberg-Marquardt algorithm. Mean square error and regression analysis are performed to validate the model. …”
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Agreement Analysis on Postoperative Care Between ChatGPT and a High-Volume Foot and Ankle Surgeon. by Ben Efrima MD, Agustin Barbero MD, Cristian Indino MD, Camilla Maccario MD, Federico Giuseppe Usuelli MD

“…Category: Other; Ankle Arthritis Introduction/Purpose: ChatGPT is an Artificial intelligence (AI) algorithm based on a user-friendly interface that does not requires advanced programming skills. …”
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Peculiarities of Dental Treatment among Paediatric Oncological Patients: a Case Report by Egle Aida Bendoraitiene, Vilija Andruskeviciene, Gabriele Kscenaviciute, Evelina Srebaliene, Ieva Maciulaityte

“…These patients should be treated individually by the algorithm. Psychological or psychotherapeutic assistance is necessary for patients due to motivation for treatment and oral care.…”
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Calcium and Vitamin D supplements in the treatment of osteoporosis. by Ahmed I Alobaidi, Ahmed Hazim Al Aoodh, Nabeel Yousif Abdullah, HUSHAM JASSIM, Mubder Abdul_Raheem Mohammed saeed, Housamaddeen Alfarhan

“…The fracture risk assessment algorithm is a tool used by medical professionals to predict people at risk of fracture due to osteoporosis and to take steps to prevent that. …”
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