Back-Analysis of Parameters of Jointed Surrounding Rock of Metro Station Based on Random Forest Algorithm Optimized by Cuckoo Search Algorithm by Xinping Guo, Annan Jiang, Xiang Liu

“…The efficiency and accuracy in determining mechanical parameters of joint of rock mass have significant influences on the safety of construction. …”
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Modular Autonomous Virtualization System for Two-Dimensional Semiconductor Quantum Dot Arrays by Anantha S. Rao, Donovan Buterakos, Barnaby van Straaten, Valentin John, Cécile X. Yu, Stefan D. Oosterhout, Lucas Stehouwer, Giordano Scappucci, Menno Veldhorst, Francesco Borsoi, Justyna P. Zwolak

“…While virtual gates offer a practical solution, determining all the required cross-capacitance matrices accurately and efficiently in large quantum dot registers is an open challenge. …”
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P19 | LOQANT: IMAGEJ SCRIPT FOR ANALYSING NUCLEO-CYTOPLASMIC PROTEIN TRANSLOCATION

“…Depending on the detection method, it can perform both semiquantitative and quantitative analyses. …”
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AI-based Assessment of Risk Factors for Coronary Heart Disease in Patients With Diabetes Mellitus and Construction of a Prediction Model for a Treatment Regimen by Zhen Gao, Qiyuan Bai, Mingyu Wei, Hao Chen, Yan Yan, Jiahao Mao, Xiangzhi Kong, Yang Yu

“…Background: This study aimed to construct a prediction model for a treatment plan for patients with coronary artery disease combined with diabetes mellitus using machine learning to efficiently formulate the treatment plan for special patients and improve the prognosis of patients, provide an explanation of the model based on SHapley Additive exPlanation (SHAP), explore the related risk factors, provide a reference for the clinic, and concurrently, to lay the foundation for the establishment of a multicenter prediction model for future treatment plans. …”
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Vision transformers for automated detection of pig interactions in groups by Gbadegesin Taiwo, Sunil Vadera, Ali Alameer

“…The model's ability to recognize contextual spatial data enables strong detection even in complex contexts, due to the use of Gaussian Error Linear Unit (GELU) an activation function responsible for introduction of non-linear data to the model and Multi Head Attention feature that ensures all relevant details contained in a data are captured in Vision Transformer. The method provides an efficient method for monitoring swine behaviour for instance, contact between pigs, facilitating better livestock management and livestock welfare. …”
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Effect of Perovskite Film Preparation on Performance of Solar Cells by Yaxian Pei, Xiaoping Zou, Xiaolei Qi, Gongqing Teng, Qi Li, Dongdong Guo, Shuangxiong Zeng

“…Utilizing films prepared by mentioning two methods, MPSCs with maximum power conversion efficiency of over 4% were fabricated for the active area of 0.5 × 0.5 cm2.…”
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Comparing approaches to ordering peanut component–resolved diagnostics to reduce the need for oral food challenges by Raymond Mak, MD, Edmond S. Chan, MD, Michael Irvine, PhD, Jia Yi Huang, MSC, James Hethey, MD, Sheila Hartstein, MD, Li Wang, MD

“…Conclusion: Offering CRD selectively on the basis of clinical characteristics and being guided by a 2-step algorithm are more efficient strategies that can reduce rates of OFC to enhance patient safety, optimize health care resource utilization, and reduce costs. …”
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Effects of Different Fertilization Measures on Bacterial Community Structure in Seed Production Corn Fields by Yirong Yang, Zhenhua Zhao, Bo Dong, Rui Zhang, Jing Jiang, Fengjie Ma, Yingying Zhang, Jianhua Zhao, Dandan Du, Jindong Qiu, Chong Li

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LINC00662 regulates osteogenic differentiation of BMSCs and inhibits fracture healing via miR-330-3p/PTEN axis by Jiawei Gong, Jiehua Luo, Teng Zeng, Liping Zhu, Huasong Luo, Kun Ding, Mohamed Lamin Bangura, Jinliang Ma, Yunfeng Lv

“…RT-qPCR was performed to determine LINC00662, miR-330-3p, and PTEN mRNA expression in serum and Human Bone marrow mesenchymal stem cells (HBMSCs). …”
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Extraction of individual tree attributes using ultra-high-density point clouds acquired by low-cost UAV-LiDAR in Eucalyptus plantations by Mei Zhou, Chungan Li, Zhen Li

“…However, both technologies suffer from low efficiency. Therefore, the challenge remains how to access this information efficiently. …”
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COMPREHENSIVE TREATMENT OF PAIN-PARESTETICHESKOY GPRS USING PHYSIOTHERAPY by Y.N. Dychko, I.W. Kovach, P.L. Sribnyk, V.А. Vovk

“…If the problem of dental caries, pulpitis and periodontitis in the current environment can be solved quite efficiently and to a dentist presents no particular difficulty in diagnosis, treatment and prevention, the therapeutic intervention in case of periodontitis or stomatitis always require in-depth examination of the patient to determine the true origin and factors the specific mechanism of this pathological process. …”
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Valuation Standards and Estimation Accuracy in the Appraisal of a Building Housing Vertical Farming by Giuseppe Cucuzza

“…Our comparison between the two approaches focuses on determining the capitalization rate, which determines the estimated value. …”
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Exercise capacity in moderate aortic stenosis: a cardiopulmonary stress echocardiography study by Sveeta Badiani, Jet van Zalen, Sahar Alborikan, Aeshah Althunayyan, David Bruce, Thomas Treibel, Sanjeev Bhattacharyya, Nikhil Patel, Guy Lloyd

“…The aim of this study was to determine whether patients with moderate AS exhibited objective evidence of exercise limitation, compared with age and sex matched controls and if so, to determine which echocardiographic parameters predicted exercise ability. …”
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Retrospective Multivariate Analysis of Data from Children with Suspected Appendicitis: A New Tool for Diagnosis by Zafer Dokumcu, Bade Toker Kurtmen, Emre Divarci, Petek Bayindir Tamay, Timur Kose, Murat Sezak, Geylani Ozok, Orkan Ergun, Ahmet Celik

“…Containing detailed clinical and radiological data, NSS performs superiorly to PAS and ASS, regarding sensitivity and specificity without any age limitation. The efficiency of NSS may be enhanced by determining different predictors for different phases of the inflammatory process.…”
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Comprehensive Geriatric Assessment as a predictor model for post-operative delirium in older adults undergoing major non-cardiac elective surgery by Anastasia Asylia Dinakrisma, Kuntjoro Harimurti, Rudyanto Sedono, Ikhwan Rinaldi, Nina Kemala Sari, Pradana Soewondo, Hamzah Shatri, Sukamto Koesnoe

“…Comprehensive Geriatric Assessment (CGA) and perioperative risk stratification of older adults are needed as an initial prevention strategy as well as an efficient and applicable prognosis predictor model.ObjectivesThis study aims to determine the incidence of post-operative delirium and develop a prediction model for delirium in older adults after major non-cardiac elective surgery based on predictor factors.MethodsThis research is a retrospective cohort study using secondary data from medical records of older adult inpatients who underwent major elective non-cardiac surgery at Cipto Mangunkusumo Hospital between January 2020 and March 2023. …”
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Gut Microbiome Diversity and Uric Acid in Serum and Urine by Cecilie Ness, Dmitri Svistounov, Marit D. Solbu, Natalia Petrenya, Neoma Boardman, Kirsti Ytrehus, Trond G. Jenssen, Andrew Holmes, Stephen J. Simpson, Svetlana N. Zykova

“…Conclusion: A higher gut microbial diversity was associated with lower SUA and more efficient elimination of uric acid by the kidneys. …”
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School nutrition programs in Dubai: a landscape analysis by Reem AlGurg, Reem AlGurg, Nour Abu Mahfouz, Farah Otaki, Farah Otaki, Agnes Paulus, Agnes Paulus, Amar Hassan Khamis, Mohamad Alameddine

“…This highlights the importance of capturing an inside perspective about the specificities of the SNPs in order to ensure their effective, efficient, and equitable implementation across schools, irrespective of whether they are public or private.ObjectiveThe overall purpose of this study was to develop insight into SNPs in Dubai, and to investigate the difference in characteristics of those SNPs, between the public and private sectors.MethodsThis study relied on a quantitative tailor-made survey. …”
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Study protocol of the HessenKohorte2042: a prospective, longitudinal cohort study characterising quality of life in people with Parkinson’s disease and their caregivers using a bio... by Lars Timmermann, Heidrun Golla, Christiane Woopen, Petra Ina Pfefferle, Urs M Nater, David José Pedrosa, Urs Kleinholdermann, Franziska Thieken, Marina Christine Ruppert-Junck, Marlena van Munster, Anna Julia Pedrosa, Johanne Stümpel, Vincent Hammes, Björn Schmitz-Luhn, Anna Storms, Nadine Skoluda

“…Furthermore, holistic approaches that consider bio-psycho-social determinants are rare. In the worst cases, these gaps can lead to suboptimal care and therefore unmet needs for patients and their caregivers, resulting in unnecessary symptom burden and increased healthcare costs for society.Methods and analysis This prospective, longitudinal study will follow 1000 PwPD along with their caregivers for 20 years, with up to 40 semi-annual assessments. …”
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GENERATING OF OPTIMAL QUANTIZATION LEVELS OF CONTROL CURRENTS FOR LINEAR STEPPING DRIVES OF PRECISION MOTION SYSTEMS by I. V. Dainiak, V. P. Oger, D. S. Tsitko, D. G. Begun

“…The investigations have proved an efficiency of the proposed algorithm and methodology for forming coordinate discrete grid.…”
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EFFECTIVENESS EVALUATION OF TOOTHPASTE BASED ON THE CEDAR ESSENTIAL OIL FOR PREVENTING TRUE ORAL PATHOLOGIC HALITOSIS by S. B. Ulitovsky, O. V. Kalinina, L. I. Pankratieva

“…B. This method allows to monitor the deodorant effect and in a single definition to determine the level of mouth breathing before using the means of hygiene.Results. …”
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