Application of multi-sensor fusion localization algorithm based on recurrent neural networks by Zexia Huang, Guoyang Ye, Pu Yang, Wanshun Yu

“…A complementary fusion mechanism integrating LiDAR (Light Detection and Ranging) data ensures robustness against noise and disturbances. …”
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SARS-CoV-2 Prediction Strategy Based on Classification Algorithms from a Full Blood Examination by C. F. Choukhan, I. Lasri, R. El Hatimi, M. R. Lemnaouar, M. Esghir

“…The aim of this study was to train and optimize the support vector machine (SVM) and K-nearest neighbors (KNN) classifiers to rapidly identify SARS-CoV-2 (positive/negative) patients through a simple complete blood test without any prior knowledge of the patient’s health state or symptoms. After applying both models to a sample of patients at Israelita Albert Einstein at São Paulo, Brazil (solely for two examined groups of patients’ data: “regular ward” and “not admitted to the hospital”), it was found that both provided early and accurate detection, based only on a selected blood profile via the statistical test of dependence (ANOVA test). …”
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Enhanced Transformer Network With High-Dimensional Attention Mechanism for Diabetic Retinopathy Classification by M. Rizvana, Sathiya Narayanan

“…DR is classified into two types: Non-Proliferative DR (NPDR), the initial stage, and Proliferative DR (PDR), the advanced stage. …”
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ChatGPT in orthodontics: limitations and possibilities by Lima Nara Grazieli Martins, Costa Lavínia, Santos Patrícia Bittencourt

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RELATIONSHIP OF LIPID PROFILE AND IMMUNE STATUS IN THE DYNAMICS OF LONG-TERM EXPOSURE TO COAL-ROCK DUST ON THE BODY (EXPERIMENTAL STUDIES) by Анастасия Сергеевна Казицкая, Анна Геннадьевна Жукова, Мария Сергеевна Бугаева, Наталья Николаевна Жданова

“…The results of the conducted experimental studies broaden the fundamental ideas about the mechanisms of immune body defense. The detection of pathogenetic mechanisms underlying the formation and course of occupational diseases allows assessing the functional state of the organism at the stage of pre-existing disease, revealing the initial signs of developing pathology and determining the ways of their correction. …”
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Aggregation Induced Emissive Liquid Crystals‐Polymer Composite Membrane for Dual‐Channel Analysis of Parathyroid Hormone by Yingping Tong, Birong Wang, Dongyu Zhao, Min Li, Ben Zhong Tang

“…Additionally, the photopolymer further amplified the detection signals by strengthening the AIE effect of the fluorescent LCs in initiate state, and enhancing the disturbance of LCs ordered orientation upon PTH addition. …”
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Research on the Coal Seam Permeability-Increasing Technology via High-Pressure Water Jet Reaming and Its Application by Xingang Niu, Biming Shi, Zhigang Zhang, Yongjiang Zhang

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The principles of oncological alertness at the outpatient therapeutic stage by A. S. Sycheva, A. L. Kebina, A. V. Nosova, A. L. Vertkin

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OCT Patterns of Macular Edema in Intermediate Uveitis by I. E. Panova, V. G. Gvazava

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Rapid diagnosis of adult-type diffuse glioma using a layered scheme by Jinsong Wu, Shuai Wu, Dandan Cao, Zhang Xiong, Jianhua Zhang, Yourui Zou, Zanyi Wu, Yanli Nie, Chen Luo, Ye Yao, Yanyan Song, Yuchen Jiao, Hong Chen, Hui Ma, Dezhi Kang, Ying Mao, Hai Yan

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Federated Learning With Automated Dual-Level Hyperparameter Tuning by Rakib Ul Haque, Panagiotis Markopoulos

“…Comprehensive experimental studies on image classification and object detection tasks demonstrate that FLAUTO consistently outperforms state-of-the-art methods, establishing its efficacy and broad applicability.…”
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Clinical case of chemoresistant tuberculosis in the patient with tuberous sclerosis: difficulties of diagnosis, features of the course and treatment. by N. S. Kolesnik, N. A. Marchenko, A. I. Stadnik, V. V. Ielisieiev, T. A. Stepanova

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Linear regressive weighted Gaussian kernel liquid neural network for brain tumor disease prediction using time series data by Firoz Khan, Sardar Irfanullah Amanullah, Shitharth Selvarajan

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Dynamic evolutionary game model for coal mine safety monitoring and control and its application by Ruxiang QIN, Tao SHEN, Shihui LI

“…Ultimately, the game model was practiced and promoted in aspects such as formulating safety goals, solving the problem of information asymmetry, evaluating safety detection and monitoring work, and formulating detailed rules of safety detection strategies. …”
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STRUCTURE AND PREVALENCE OF PERIODONTIC TISSUE DISEASES IN SMOKERS USING TOBACCO HEATING PRODUCTS by N.B. Kuzniak, I.D. Kiiun, O.M. Soltys, N.V. Vatamaniuk, O.M. Kavchuk

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Environmental conditions influencing the abundance of the salmonid ectoparasite Salmincola californiensis across upper Willamette River Reservoirs, Oregon by Kelsi Antonelli, Christina Murphy, Amanda Pollock, Ivan Arismendi

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Promotion of Innovative Microchip in the Market of Medical Services: Marketing Aspects by Inna Didenko, Liubov Syhyda, Rita Markauskaitė

“…At the initial stage, it was proposed to produce two versions of the innovative product: 1) «InBlood Tourist» the primary target audience of which are people who travel; 2) «InBlood Life» the target audience of which are people who have health problems and monitor the state of their performance or people for whom disease prevention is important. …”
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Preliminary results of the implementation of the program to reduce morbidity and prevent mortality from diseases of the circulatory system in workers of locomotive crews by E. A. Zhidkova, E. M. Gutor, V. B. Pankova, M. F. Vilk, I. A. Popova, K. G. Gurevich, O. M. Drapkina

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Clinical Pathology Evaluation in Pet Rabbits Vaccinated Against Rabbit Hemorrhagic Disease Virus 2 (RHDV2) by Chris Griffin, Salina Locke, Fabiano Montiani-Ferreira, Andressa Lopes Grego, Jeny Soto, Carolyn Cray

“…A recombinant vaccine for rabbit hemorrhagic disease virus 2, a highly pathogenic virus, was granted emergency use authorization in the United States after the detection and spread of the virus starting in 2018. …”
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Comorbidity in acute heart failure complicating myocardial infarction by M. V. Zykov, V. V. Kashtalap, I. S. Bykova, V. A. Poltaranina, O. L. Barbarash, S. A. Raff, E. D. Kosmacheva, A. D. Erlikh

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