Blood Vessel Segmentation and Classification of Diabetic Retinopathy with Machine Learning-Based Ensemble Model by Cihan Akyel, Bünyamin Ciylan

“…Artificial intelligence algorithms can provide fast and cost-effective solutions for DR diagnosis. …”
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Study on Vibration Control and Parameters Influence of Cable Inerter Viscous Damping System by Ruoyu Zhang, Meigen Cao

“…The CID can control the inertial force output of the original structure, but the rotating speed of the inerter element is high, and the shaking speed of the original structure is fast. Therefore, in order to control the acceleration, velocity, and displacement of the original structure at the same time, we must add the appropriate inerter, additional damping, and additional stiffness.…”
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Model-Based ILC with a Modified Q-Filter for Complex Motion Systems: Practical Considerations and Experimental Verification on a Wafer Stage by Fazhi Song, Yang Liu, Jun Cao, Li Li, Jiubin Tan

“…Model-based ILC results in general in fast convergence and good performance. However, the model uncertainties and nonrepetitive disturbances hamper its practical applications. …”
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Towards automated recipe genre classification using semi-supervised learning. by Nazmus Sakib, G M Shahariar, Md Mohsinul Kabir, Md Kamrul Hasan, Hasan Mahmud

“…This collection of data includes various features such as title, NER, directions, and extended NER, as well as nine different labels representing genres including bakery, drinks, non-veg, vegetables, fast food, cereals, meals, sides, and fusions. The proposed pipeline named 3A2M+ extends the size of the Named Entity Recognition (NER) list to address missing named entities like heat, time or process from the recipe directions using two NER extraction tools. 3A2M+ dataset provides a comprehensive solution to the various challenging recipe-related tasks, including classification, named entity recognition, and recipe generation. …”
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Progressive Detection of Uncertainty in Natural Language Processing Using a Labeled Variable Dimension Kalman Filter by Lingaraj K., S. Supreeth, Yerriswamy T., Dayananda P., Rohith S., Shruthi G.

“…However, there are several obstacles to the design of fast and effective NLP technologies that effectively analyze ambiguous terms in natural languages. …”
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Theoretical Studies on the Design of Benzo[1,2-c:4,5-c’]bis[1,2,5]selenadiazole Acceptor-Based Organic Dyes by Taylor Dorlus, Jing Wang, Jerzy Leszczynski

“…This provides us with an economic and fast screening way for artificial design of new dyes.…”
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Towards a More Resilient Healthcare Sector in Post-COVID-19 Pandemic in Jordan by Omar Mowafi, Melina Al-Hasan, Basheer A. Khamees, Rima AL Hasan, Zu'bi M.F. Al-Zu'bi, Barween Al Kurdi

“…Moreover, there is a need for rapid communication between stakeholders, fast financial decision-making processes, establishment of pandemic-specific emergency rooms, more coordination between public and private health sectors, a national health care database, and a system for emergency classification in hospitals. …”
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Training a New Generation of Engineers for Digital Economy by A. N. Polyakov, I. D. Belonovskaya

“…Additive technologies are studied at a laboratory of fast prototyping; the method of training combines team creation of electronic models, receiving a prototype of a product, and presentation of a result at student’s professionally focused competitions. …”
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RP-HPLC Method for the Estimation of Nebivolol in Tablet Dosage Form by M. K. Sahoo, R. K. Giri, C. S. Barik, S. K. Kanungo, B. V. V. Ravi Kumar

“…The proposed method is simple, fast, accurate and precise and hence can be applied for routine quality control of nebivolol in bulk and tablet dosage form.…”
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Chitosan-Based Coatings Incorporated with Cinnamon and Tea Extracts to Extend the Fish Fillets Shelf Life: Validation by FTIR Spectroscopy Technique by Maryam Haghighi, Sedigheh Yazdanpanah

“…Therefore, FTIR provides a fast approach to study the compositional changes of food products rather than conventional chemical analysis. …”
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A Brief Review of Recent Research on Reversible Francis Pump Turbines in Pumped Storage Plants by Xiuli Mao, Jiaren Hu, Zhongyong Pan, Pengju Zhong, Ning Zhang

“…As the core for energy conversion in pumped storage plants, the pump turbine is also a key component in the process of building a clean power grid, owing to its fast and accurate load regulation. This paper introduces the current status of research and development of pump turbines from the perspectives of significance, design and optimization, operational performance, advanced research methods, etc. …”
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Applications of Deep Learning in the Evaluation and Analysis of College Students’ Mental Health by Lanfeng Zhou

“…Firstly, the paper summarizes the fast intelligent analysis model based on the convolutional neural network system algorithm, classifies and summarizes the unique characteristics of college students’ mental health, and uses the convolutional neural network processing model to analyze, evaluate, and observe college students’ mental health combined with the big data theory. …”
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Free Vibration Characteristics of Moderately Thick Spherical Shell with General Boundary Conditions Based on Ritz Method by Bing Hu, Cong Gao, Hang Zhang, Haichao Li, Fuzhen Pang, Jicai Lang

“…The results show that the current method has fast convergence and delightful accuracy through the comparative study. …”
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Demonstration of Emulator-Based Bayesian Calibration of Safety Analysis Codes: Theory and Formulation by Joseph P. Yurko, Jacopo Buongiorno, Robert Youngblood

“…The key innovation has come from development of code surrogate model (or code emulator) construction and prediction algorithms. Use of a fast emulator makes the calibration processes used here with Markov Chain Monte Carlo (MCMC) sampling feasible. …”
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Surface-Enhanced Raman Scattering of Bacteria in Microwells Constructed from Silver Nanoparticles by Mustafa Çulha, M. Müge Yazıcı, Mehmet Kahraman, Fikrettin Şahin, Sesin Kocagöz

“…Whole bacterial cell characterization is critically important for fast bacterial identification. Surface-enhanced Raman scattering (SERS) is proven to be powerful technique to serve such a goal. …”
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Effectiveness of a novel training model for gastric endoscopic submucosal dissection training: a prospective observational study conducted at a single center in Japan by Takahito Toba, Tsuyoshi Ishii, Nobuyuki Sato, Akira Nogami, Aya Hojo, Ryo Shimizu, Ai Fujimoto, Takahisa Matsuda

“…Conclusions Gastric ESD training using the G-Master is a simple, fast, and effective method for pre-ESD training in clinical practice. …”
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Design and Implementation Guidelines for a Modular Spectral-Domain Optical Coherence Tomography Scanner by Farid Atry, Israel Jacob De La Rosa, Kevin R. Rarick, Ramin Pashaie

“…In the past decades, spectral-domain optical coherence tomography (SD-OCT) has transformed into a widely popular imaging technology which is used in many research and clinical applications. Despite such fast growth in the field, the technology has not been readily accessible to many research laboratories either due to the cost or inflexibility of the commercially available systems or due to the lack of essential knowledge in the field of optics to develop custom-made scanners that suit specific applications. …”
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METROLOGICAL SUPPORT OF DOSIMETRY GAMMA-RAY WITH ENERGY TO 10 MEV FOR RADIATION PROTECTION DEVICES by D. I. Komar, R. V. Lukashevich, V. D. Guzov, S. A. Kutsen

“…The aim of this work was to determine the metrological characteristics of capture gamma-ray fields from titanium target and nickel target obtained at the AT140 Neutron Calibration Facility to provide dosimetry up to 10 MeV.We have chosen energy intervals in which we can calibrate dosimetry devices taking into account the accompanying generation of gamma-ray neutrons by the fast neutron source 238PuBe, the capture radiation of collimator materials and capture radiation from targets.We measured air kerma rate with the aid of the reference AT5350 dosimeter with the ionization chamber TM32002. …”
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Antibodies Recognizing Yersinia enterocolitica Lipopolysaccharides of Various Chemotypes in Synovial Fluids From Patients With Juvenile Idiopathic Arthritis by Katarzyna Kasperkiewicz, Anna S. Świerzko, Mateusz Michalski, Łukasz Eppa, Mikael Skurnik, Zbigniew Żuber, Maciej Cedzyński

“…Western blot analysis revealed the presence of antibodies reacting with fast-migrating LPS fractions and enterobacterial common antigen (ECA) in synovial fluid samples. …”
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RL4CEP: reinforcement learning for updating CEP rules by Afef Mdhaffar, Ghassen Baklouti, Yassine Rebai, Mohamed Jmaiel, Bernd Freisleben

“…Finally, our experiments indicate that RL4CEP is executed quite fast compared to traditional CEP engines processing static rules.…”
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