Rapid Damage Assessment and Bayesian-Based Debris Prediction for Building Clusters Against Earthquakes by Xiaowei Zheng, Yaozu Hou, Jie Cheng, Shuai Xu, Wenming Wang

“…In the whole service life of building clusters, they will encounter multiple hazards, including the disaster chain of earthquakes and building debris. …”
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Clinical prediction model by machine learning to determine the results of maternal dietary avoidance in food protein-induced allergic proctocolitis infants by Jing Li, Meng-yao Zhou, Yang Li, Xue Wu, Xin Li, Xiao-li Xie, Li-jing Xiong

“…The optimal algorithm was selected to construct the final prediction model.ResultsIn a retrospective cohort study of 693 children diagnosed with FPIAP, the remission rate associated with maternal dietary avoidance was 47.38%. …”
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Investigation of the influence of the heterogeneous structure of concrete on its strength by V.M. Volchuk, M.A. Kotov, Ye G. Plakhtii, O.A. Tymoshenko, O.H. Zinkevych

“…It can be used to assess the residual life of concrete structures where full-scale testing is impossible due to damage to the integrity of the structure.…”
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Identification and validation of susceptibility modules and hub genes of adrenocortical carcinoma through WGCNA and machine learning by Yaoming Yang, Xinbao Wang, Liuqing Wu, Shihua Zhao, Ran Chen, Guoyong Yu

“…Additionally, the CIBERSORT algorithm was employed to predict immune cell infiltration in ACC. …”
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Possibilities of statistical methodology in the study of economic security of the region by Dmitry V. Dianov, Elena A. Radugina

“…Economic security, following the physical protection and security rapidly broke into the life of modern domestic society. This is a huge, very theoretically capacious section of the management system and at the same time a variety of practical activities. …”
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Improving Acceptance to Sensory Substitution: A Study on the V2A-SS Learning Model Based on Information Processing Learning Theory by Kyeong Deok Moon, Yun Kyung Park, Moo Seop Kim, Chi Yoon Jeong

“…Despite these advances, integrating V2A-SS effectively into everyday life necessitates extensive training and adaptation. …”
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A state-of-the-art review of soft computing-based monitoring and control in the machining of hard alloys by Lokesh Kumar, Ashish Goyal, Vimal Kumar Pathak, Abhijit Bhowmik

“…These approaches are implemented to optimize responses, enhance machining efficiency, improve surface integrity, and extend machine life cycles. This innovative methodology integrates real-time monitoring devices with machining tools or hard-to-machine workpieces, aiming to improve machining performance and material assessment. …”
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Machine learning-based detoxification enzymes-related genes prognosis model in breast cancer: immune landscape and clinical significance by Jingdi Zhang, Wendi Zhan, Haihong Hu, Hongxia Zhu, Bo Hao, Siyu Wang, Zhuo Li, Zhiming Zhang, Taolan Zhang

“…Abstract Background Breast cancer is one of the most common malignant tumors, threatening women’s health and life globally. Despite significant treatment advances, its prognosis still faces great challenges. …”
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Diagnosis and rational treatment of painful diabetic peripheral neuropathy: an interdisciplinary expert consensus by Gagik R. Galstyan, Elena G. Starostina, Nikolay N. Yakhno, Irina V. Gurieva, Maxim V. Churyukanov, Igor A. Strokov, Alla Y. Tokmakova, Mikhail L. Kukushkin, Anatoly I. Martynov, Marina V. Shestakova

“…Diabetic peripheral neuropathy is a common chronic complication of diabetes mellitus, significantly impairing well-being, quality of life and functioning of patients. The prevalence of diabetic peripheral neuropathy in the Russian Federation ranges from 0.1% to 67.2% in type 1 and from 0.1 to 42.4% in type 2 diabetes mellitus. …”
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FPA-based weighted average ensemble of deep learning models for classification of lung cancer using CT scan images by Liang Zhou, Achin Jain, Arun Kumar Dubey, Sunil K. Singh, Neha Gupta, Arvind Panwar, Sudhakar Kumar, Turki A. Althaqafi, Varsha Arya, Wadee Alhalabi, Brij B. Gupta

“…Lung cancer, particularly adenocarcinoma, is one of the deadliest forms and severely impacts human life. Early diagnosis and appropriate treatment significantly increase patient survival rates. …”
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Global Assessment of Mesoscale Eddies with TOEddies: Comparison Between Multiple Datasets and Colocation with In Situ Measurements by Artemis Ioannou, Lionel Guez, Rémi Laxenaire, Sabrina Speich

“…The present study introduces a comprehensive, open-access atlas of mesoscale eddies in the global ocean, as identified and tracked by the TOEddies algorithm implemented on a global scale. Unlike existing atlases, TOEddies detects eddies directly from absolute dynamic topography (ADT) without spatial filtering, preserving the natural spatial variability and enabling precise, high-resolution tracking of eddy dynamics. …”
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Cold receptor TRPM8 as a target for migraine-associated pain and affective comorbidities by David Cabañero, Edward P. Carter, Rafael González-Cano, Enrique J. Cobos, Asia Fernández-Carvajal, Antonio Ferrer-Montiel

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Machine learning developed LKB1-AMPK signaling related signature for prognosis and drug sensitivity in hepatocellular carcinoma by Wang Li, Xiaoyi Zhu, Jieying Fang

“…The optimal LRS developed using the Lasso algorithm served as a significant risk factor for HCC patients. …”
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Acute management of massive pulmonary embolism in pregnancy by Shahin Qadri, Shahin Qadri, Ashwini Bilagi, Ashwini Bilagi, Abha Sinha, Derek Connolly, Derek Connolly, Derek Connolly, Richard Murrin, Shagaf Bakour, Shagaf Bakour, Shagaf Bakour

“…•To understand the need for further work in this area especially in creating a validated algorithm for diagnosing PE in pregnancy and postpartum period.…”
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Update on Pulmonary Toxicity Induced by New Breast Cancer Treatments by Belluzzi L, Martinelli G, Medici B, Farina A, Martinelli E, Canino F, Caggia F, Molinaro A, Barbolini M, Tamburrano F, Moscetti L, Piacentini F, Dominici M, Omarini C

“…A literature search was performed between January and June 2024, considering papers, clinical trials, case reports, case series, meta-analyses, and systematic reviews published from January 2014 to June 2024. We also provide an algorithm for diagnosis and treatment, along with real-life cases managed at the Modena Cancer Center. …”
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Effects of Novel Material Field Effect Transistor for Heterogeneous Energy and Traffic-Aware Secure Applications by C. Ambika Bhuvaneswari, E. D. Kanmani Ruby, A. Manjunathan, R. Balamurugan, P. Jenopaul, Belachew Zegale Tizazu

“…The proposed heterogeneous energy and traffic aware (HETA) considers the key parameters such as delay, throughput, traffic load, energy consumption, and life span. The residual energy and a minimum distance between the base station and cluster members are taken into consideration for the cluster head selection. …”
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SmartFSCV: An Artificial Intelligence Enabled Miniaturised FSCV Device Targeting Serotonin by Dean M. Corva, Egan H. Doeven, Brenna Parke, Scott D. Adams, Susannah J. Tye, Parastoo Hashemi, Michael Berk, Abbas Z. Kouzani

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Using Surrogate Models in the Construction of a Pareto-Optimal Positioning Electropneumatic Actuator with Discrete Pneumatic Valves by M. O. Sheykin, S. N. Cherkasskikh, D. V. Shilin, V. V. Fedenkov

“…Sliding control was selected as a control algorithm, which effectively compensated for external disturbances and uncertainties of the system.Results. …”
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First Report of Ganoderma ryvardenii causing Basal Stem Rot (BSR) disease on oil palm (Elaeis guineensis Jacq.) in Ghana [version 1; peer review: 1 approved, 2 approved with reserv... by Frank K. Ackah, Grace C van der Puije, Emmanuellah Lekete-Lawson, Enoch A. Osekre

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Pathological Fractures of the Mandible: Our Department’s 15-Year Experience by Georgios Chatziantoniou, Dimitris Tatsis, Solon Politis, Antonios Saramantos, Nikolaos Koukolis, Konstantinos Paraskevopoulos

“…This study underscores the need for a standardized classification system and treatment algorithm to guide management and improve outcomes in this complex patient population.…”
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