Tooth image segmentation and root canal measurement based on deep learning by Ziqing Chen, Qi Liu, Jialei Wang, Nuo Ji, Yuhang Gong, Bo Gao

“…The segmentation results are mapped back to the original coordinates and position-corrected, followed by automatic measurement and visualization of root canal lengths and angles.ResultsQuantitative evaluation demonstrated a segmentation Dice coefficient of 96.33%, Jaccard coefficient of 92.94%, Hausdorff distance of 2.04 mm, and Average surface distance of 0.24 mm - all surpassing existing methods. …”
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PARAMETER ESTIMATION OF LOGNORMAL AND PARETO TYPE I DISTRIBUTIONS USING FREQUENTIST AND BAYESIAN INFERENCES by Jenisha Then, Ferry Jaya Permana, Benny Yong

“…In the frequentist inference, two methods are applied, namely the moment method and maximum likelihood. …”
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Multiple Machine Learning as a Powerful Tool for Star Cluster Analysis by Denilso Camargo

“…This work proposes a multiple machine learning method (MMLM) aiming to improve the accuracy and robustness of the analysis of star clusters. …”
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Unknown IoT Device Identification Models and Algorithms Based on CSCL-Siamese Networks and Weighted-Voting Clustering Ensemble by Junhao Qian, Wenyu Zheng, Xulin Lu, Zhihua Li

“…Current methods for identifying unknown Internet of Things (IoT) devices are relatively limited. …”
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Comparison of Rating-based and Inset Lexicon-based Labeling in Sentiment Analysis using SVM (Case Study: GoBiz Application Reviews on Google Play Store) by Hiliah Firda, Pacu Putra, Nabila Rizky Oktadini, Putri Eka Sevtiyuni, Allsela Meiriza

“…The analysis process includes data selection, text preprocessing, data transformation using TF-IDF, SVM implementation with 10-fold cross-validation, and result visualization through word clouds. The findings indicate that the Rating-Based labeling method achieved an accuracy of 87%, with a precision of 86.7%, recall of 87.1%, and an F1-score of 86.8%. …”
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Diagnosis of COVID-19 from Chest X-Ray Images Using Wavelets-Based Depthwise Convolution Network by Krishna Kant Singh, Akansha Singh

“…The predicted output from the model is combined with Grad-CAM visualization for diagnosis. A comparative study with the existing methods is also performed. …”
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A Computational Study on the Excitation Forces of Partially Submerged Propellers for High-Speed Boats by Fangshuai Wei, Yujun Liu, Ji Wang, Rui Li, Lin Pang

“…A theoretical calculation method for propeller performance was developed based on the principles of fluid dynamics relevant to water entry, leading to a computational method for determining excitation forces in this specific operational condition. …”
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Artificial Intelligence: the dichotomy of technology development by G. A. Shcherbakov

“…Purpose: identification of opportunities and potential risks in the implementation of artificial intelligence technologies on the basis of the dominant trends analyzing in the current high-tech sector development of the global economy.Methods: the paper uses the system approach, the method of classification and systematization, the method of estimations and scientific abstractions, the methods of information analysis and synthesis, the method of data visualization.Results: the article considers economic and technical-technological aspects of building intelligent systems, establishes trends of their development in the direction of multitasking and autonomy of performed functions, identifies opportunities and threats arising from the development of this direction of scientific and technological progress. …”
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A study on applying GA for performance improvement of SP decoder in SMR by Madoka Nishikawa, Yasuaki Nakamura, Yasushi Kanai, Yoshihiro Okamoto

“…We study low-density parity-check (LDPC) coding and iterative decoding methods for shingled magnetic recording in ultra-high-density hard disk drives. …”
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Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…The proposed CO-CNN approach shows superior performance compared to that of state-of-the-art methods, offering potential applications in telemedicine, treatment planning, early detection, screening, and patient education. …”
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Recent trends in pixel-based image enhancement techniques using VLSI cores – a review by Chrishia Christudhas, Annis Fathima A

“…In terms of delay, Histogram Stretching proves more efficient. Histogram Equalization and its variants prove more power efficient than other state-of-the-art methods. …”
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The usage of modern radial diagnostic technologies in practical medicine by V. D. Zavadovskaya

“…The new radioisotope methods of visualization of inflammatory processes of different localization are worked out. …”
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Modified iris system: initial experience with a new technology for safety in hiatal surgery in pediatric patients by Joel Cazares, Eduardo De la Rosa-Bustamante, Jorge Colín-Garnica, Arturo Guillen-Cárdenas, Marbella Sepulveda-Valenzuela, Miguel Torres-Salas, Jorge Alberto Cantú-Reyes

“…Methods: A retrospective, experimental study from April to June 2023 including patients with Gastroesophageal Reflux Disease (GERD). …”
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Pearl River Delta: Scales, Times, Domains by Liang Xiong

“…Furthermore, (4) this study devises, employs, and tests innovative visualization via multiple spatial and temporal scales. …”
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Human Error Probability in Responding to Safety Alarms by Els Janssens, Dirk Roosendans, Olivier Iddir

“…A more pragmatic method for estimating the reliability of human response, addressing all components of the human response loop and their performance shaping factors, has therefore been developed. …”
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Effectiveness of Augmented Reality-Based Learning Media Towards Elementary School Students' Understanding of Concepts in Science: Systematic Literature Review by Irene Milenia Siki, Imanuel Herlimus Leba

“…The data collecting technique refers to the PRISMA method utilizing the databases Google Scholar, Open Knowledge Maps, and Publish or Perish (Scopus). …”
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Semi-automated protocol to quantify and characterize fluorescent three-dimensional vascular images. by Danny F Xie, Christian Crouzet, Krystal LoPresti, Yuke Wang, Christopher Robinson, William Jones, Fjolla Muqolli, Chuo Fang, David H Cribbs, Mark Fisher, Bernard Choi

“…Three-dimensional (3D) imaging presents a more appropriate method to visualize the vascular architecture in tissue. …”
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The Impact of Public Activity Restriction during COVID-19 to Air Quality in Urban Area of Bandung Measured Using Mobile Monitoring by Martin Adrian, Puji Lestari, Ferry Iskandar, Muhammad Miftahul Munir

“…Localization of polluted roads could be seen clearly through the MM method. The uncovering effect of PAR on air pollution using the MM method will provide important insights for government and policymakers to develop future policy that controls air pollution for better citizen health.…”
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Safe Switching Model-Free Value Iteration for General Nonlinear Systems by Timotei Lala

“…The validation is conducted on a linear first order system for visualization of the results and on a real Electric Braking System circuit system, demonstrating the effectiveness of the proposed control method.…”
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Preparation of Testicular Cells for Immunofluorescence Analysis of Manchette in Elongating Spermatids by Changmin Niu, Opeyemi Dhikhirullahi, Zhibing Zhang

“…Additionally, isolated cells produce cleaner immunofluorescence signals compared to other methods like tissue section/whole mount, making this method the best fit for visualizing protein localization in germ cells when spatial context is not being considered. …”
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