Exploring the process—structure–property relationship of nylon aramid 3D printed composites and parameter optimization using supervised machine learning techniques by Mohammed Raffic Noor Mohamed, Ganesh Babu Karuppiah, Dharani Kumar Selvan, Rajasekaran Saminathan, Shubham Sharma, Shashi Prakash Dwivedi, Sandeep Kumar, Mohamed Abbas, Dražan Kozak, Jasmina Lozanovic

“…The main goals of this research are to identify the significant input parameters using supervised machine learning methods and investigate the relationship between the process, structure, and properties of components created using fused deposition modeling utilizing nylon aramid composite filaments. …”
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Diagnosis of hypertonicity of the masticatory muscles at a dental appointment by Yu. A. Makedonova, A. A. Vorobev, A. N. Osuko, A. V. Alexandrov, D. Yu. Dyachenko, A. G. Pavlova-Adamovich

“…Also, there is currently no single algorithm for the management of such patients.Materials and methods. …”
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Network relationship analysis of the influencing factors and disease risk prediction for hyperlipidemia in the elderly population of Henan province based on a Bayesian network mode... by Wenjuan WANG, Hongji ZENG, Yahui LIU, Shufan WEI, Rui WANG, Qingfeng TIAN

“…Gender, age, education level, BMI, WHtR, central obesity, hypertension, and diabetes were the main influencing factors for hyperlipidemia in the local elderly population. …”
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Energy Management of a Semi-Autonomous Truck Using a Blended Multiple Model Controller Based on Particle Swarm Optimization by Mohammad Ghazali, Ishaan Gupta, Kemal Buyukkabasakal, Mohamed Amine Ben Abdallah, Caner Harman, Berfin Kahraman, Ahu Ece Hartavi

“…The main objectives of the proposed method are to (i) optimize controller parameters, (ii) reduce overall energy consumption, and (iii) minimize speed tracking error. …”
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Tablets Development Based on Clover Meadow Grass Phytosubstance Using Design of the Experiment Method and QdD Tools by A. N. Golubev, Th. I. Nguen, V. V. Sorokin, I. E. Kauhova

“…The research was based on the concept of quality by design/quality through development. The main method for conducting the development process was design of experiments method/experiment planning with creating of individual design. …”
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An explorative study on movement detection using wearable sensors in acute care hospital patients by Joris Kirchberger, Dominik Kunz, Guido Perrot, Sven Hirsch, Maren Leifke, Bianca Hölz, Lukas Geissmann, Miro Käch, Samuel Wehrli, Jens Eckstein

“…However, elderly patients often present distinct gait patterns due to walking aids or co-morbidities, and most existing monitoring solutions are trained on data from healthy individuals. Therefore, the main study goal was to develop a wearable based algorithm prototype for three wearing locations (ankle, thigh, wrist) and assess its comparative classification accuracy to determine the optimal location for classifying patient activities during hospitalization. …”
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A METHOD OF CONTACTLESS MEASUREMENT OF SURFACE TEMPERATURE OF RADIO ELECTRONIC OBJECTS by V. K. Bityukov, A. N. Zhukov, D. S. Simachkov

“…Only obtained in this way the results can be considered reliable with the determined real measurement error.Keywords: test bench, integrated circuit chip, characteristics, algorithm, charge pump, control program, virtual panel.…”
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Predicting the risk of acute kidney injury in patients with acute pancreatitis complicated by sepsis using a stacked ensemble machine learning model: a retrospective study based on... by Ying Zhou, Fuyuan Li, Zhan Wang, Zhanjin Wang, Ruiling Bian, Zhangtuo Xue, Junjie Cai

“…Objective This study developed and validated a stacked ensemble machine learning model to predict the risk of acute kidney injury in patients with acute pancreatitis complicated by sepsis.Design A retrospective study based on patient data from public databases.Participants This study analysed 1295 patients with acute pancreatitis complicated by septicaemia from the US Intensive Care Database.Methods From the MIMIC database, data of patients with acute pancreatitis and sepsis were obtained to construct machine learning models, which were internally and externally validated. The Boruta algorithm was used to select variables. Then, eight machine learning algorithms were used to construct prediction models for acute kidney injury (AKI) occurrence in intensive care unit (ICU) patients. …”
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Ranking of the Territory of Sochi by the Risk of Infection with HFRS Using the Method of Maximum Entropy by E. V. Chehvalova, E. A. Manin, A. N. Kulichenko

“…Based on the application of the maximum entropy algorithm implemented in the MaxEnt program, as well as the ArcGIS 10 program.8. …”
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Sparse Convolution FPGA Accelerator Based on Multi-Bank Hash Selection by Jia Xu, Han Pu, Dong Wang

“…Reconfigurable processor-based acceleration of deep convolutional neural network (DCNN) algorithms has emerged as a widely adopted technique, with particular attention on sparse neural network acceleration as an active research area. …”
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Stepwise autonomous orbit determination of large LEO constellations by GNSS observations with partial inter-satellite ranging by Yuanxi Yang, Xiaoyong Song

“…The difference of the adaptive stepwise OD algorithm is that the covariance matrix of the predicted orbit parameters based on the dynamic model is modified by an adaptive factor. …”
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Assessment of Aerosolized Colistin Efficacy for Nosocomial Pneumonia by A. N. Kuzovlev, A. K. Shabanov, A. M. Golubev, V. V. Moroz

“…The groups were comparable in main characteristics. Aerosolized colistin was dosed 2 mln. …”
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Characterizing Optimum N Rate in Waterlogged Maize (<i>Zea mays</i> L.) with Unmanned Aerial Vehicle (UAV) Remote Sensing by Bhawana Acharya, Syam Dodla, Brenda Tubana, Thanos Gentimis, Fagner Rontani, Rejina Adhikari, Dulis Duron, Giulia Bortolon, Tri Setiyono

“…The experiment was performed using a split plot design with four replications, with soil moisture conditions as main plots and different N rates as sub-plots. The artificial intelligence SciPy (version 1.5.2) optimization algorithm and spherical function were used to estimate the economically optimum N rate under the different treatments. …”
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Using Anomaly Detection to Search for Technosignatures in Breakthrough Listen Observations by Snir Pardo, Dovi Poznanski, Steve Croft, Andrew P. V. Siemion, Matthew Lebofsky

“…We implement a machine learning algorithm to search for extraterrestrial technosignatures in radio observations of several hundred nearby stars, obtained with the Parkes and Green Bank Telescopes by the Breakthrough Listen collaboration. …”
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An analysis of spatial changes in the manufacturing industry in china’s three major urban clusters from 2015 to 2019 using POI data by Chenxi Jin, Chenjing Fan, Yiwen Gong, Xinran Huang, Shiqi Li, Runhan Liu, Chunwei Guo, Yuxin Liu

“…Here, we analyzed spatial patterns of the manufacturing industry using point-of-interest (POI) data and a machine learning classification algorithm based on the Naive Bayes classifier. Using 2,780,266 POI data points in 2015 and 3,426,501 POI data points in 2019 covering the three major urban clusters in China, we classified the manufacturing industry data into seven categories: textile and garment (TC), mechatronics and equipment (ME), wood furniture (WF), agricultural and sideline product food processing (AF), metallurgical chemical industry and resource rough processing (MC), pharmaceutical manufacturing (PM), and papermaking culture (PP). …”
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Results of anti-VEGF therapy in patients with uveal melanoma by V.A. Yarovaya, E.O. Malakshinova, V.A. Pismenskaya, R.A. Loginov, A.A. Yarovoi

“…Radiation retinopathy (RR) in the form of macular edema (ME) is a predictable complication of radiation therapy (RT) in uveal melanoma (UM). ME is the main reason for the decrease in visual acuity (VA) after RT. …”
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Inhibition of glucocorticoid-induced REDD1 expression by rapamycin in breast cancer cells by D. D. Grigorieva, E. M. Zhidkova, E. S. Lylova, D. V. Demina, K. I. Kirsanov, G. A. Belitsky, M. G. Yakubovskaya, E. A. Lesovaya

“…Glucocorticoids are often used in combination therapy for breast cancer as an adjuvant to increase therapeutic effects of the main cytotoxic drug and to reduce side effects of chemotherapy. …”
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Diagnosis of Multiple Open-circuit and Short-circuit Faults in Three-phase Multicellular Inverter Based on Sliding Mode Observer by Fatma Khater, Abderrezak Aibeche, Sid Ali Fellag, Mohamed Zinelabidine Doghmane, Hamza Akroum

“…The performance of the proposed algorithm is assessed and validated through simulations in the MATLAB/Simulink environment. …”
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IMPROVEMENT OF ADAPTATION TO STRUCTURES REMOVABLE DENTURES IN PATIENTS WITH ISCHEMIC HEART DISEASE by N.A. Ryabushko, V.N. Dvornik, I.V. Pavlish, G.N. Balya

“…The control group was involved 28 people aged 42 to 60 who belonged to the second group of health by the WHO classification. Patients of the main group after treatment of the underlying disease and the appointment of conservative treatment in 7-20 days time held dental treatment (prosthetics partial removable dentures plastinochnyh the appointment of health-care complex). …”
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Two-stage denoising method for complex underground tunnel scene three-dimensional point clouds by Zhuli REN, Ruifu YUAN, Liguan WANG, Haokun DENG, Wen WANG, Jinlong ZHANG

“…Through the two-stage optimization algorithm, effective repair of surface holes on the tunnel is achieved. …”
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