Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective by Zhexuan Liu, Rong Ma, Yiqiao Zhong

“…Neighbor embedding methods, such as t-SNE and UMAP, are widely used but can introduce misleading visual artifacts. …”
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Simultaneous Localization and Mapping Methods for Snake-like Robots Based on Gait Adjustment by Chaoquan Tang, Zhipeng Zhang, Meng Sun, Menggang Li, Hongwei Tang, Deen Bai

“…Thirdly, a visual–inertial tightly coupled SLAM method for the snake robot’s serpentine gait and Arc-Rolling gait was proposed, and the method was verified to enhance the robustness of the visual SLAM algorithm and improve the positioning and mapping accuracy of the snake robot. …”
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Two Methods for Detecting PCM Residues in Vegetables Based on Paper-Based Sensors by Jiazheng Sun, Shiling Li, Xijun Shao, Mingxuan Fang, Heng Zhang, Zhiheng Zhu, Xia Sun

“…This study developed a sensitive and rapid immunoassay method utilizing a gold- and fluorescence-labeled monoclonal antibody (mAb) for detecting PCM residues in vegetable samples. …”
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Comparative evaluation of methods of monitoring of water objects, potentially dangerous for the railway track by S. Y. Zavyalov

“…If the remote method of investigation involved various technical tools that allow to study the behavior of the object (its geometric characteristics and change over time) without the personal presence of a specialist on it. …”
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Methods for assessing efficacy of cleaning and disinfection in livestock farms: a narrative review by Iryna Makovska, Evelien Biebaut, Pankaj Dhaka, Pankaj Dhaka, Leonid Korniienko, Julia Gabrielle Jerab, Laura Courtens, Ilias Chantziaras, Jeroen Dewulf

“…For cleaning evaluation, common methods include basic visual inspections, ultraviolet (UV) fluorescence, adenosine triphosphate (ATP) bioluminescence, rapid protein tests (RPT), redox potential, and microbiological swabbing. …”
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Generation and Prospects of Development of Portrait Examination Methods Based on Three-Dimensional Images by V. A. Gazizov, I. N. Podvolotskiy

“…This approach integrates advances in machine learning, 3D modeling, and biometric analytics, opening up new horizons for identifying individuals based on anthropological features of appearance.This article focuses on the historical analysis and prospects for further improvement of portrait examination methods based on 3D models, identification of their strengths and limitations and on discussing potential areas of their practical application as well.According to the results of a survey conducted among specialists of public and private expert institutions, there is considerable interest on the part of practicing experts in using 3D scanning technologies to form comparative samples during portrait examination in order to increase the objectivity and visual availability of the examination results.…”
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Documentation and Evaluation of an Ancient Paper Manuscript with Leather Binding Using Spectrometric Methods by Rushdya Rabee Ali Hassan, Mona F. Ali, Abdel-Gawaad A. Fahmy, Hayssam M. Ali, Mohamed Z. M. Salem

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Applications of Riccati–Bernoulli and Bäcklund Methods to the Kuralay-II System in Nonlinear Sciences by Khudhayr A. Rashedi, Musawa Yahya Almusawa, Hassan Almusawa, Tariq S. Alshammari, Adel Almarashi

“…This study introduces novel soliton solutions for the K-IIS, derived using the Riccati–Bernoulli sub-ODE method combined with Bäcklund transformation and conformable fractional derivatives. …”
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A Comprehensive Evaluation of Deepfake Detection Methods: Approaches, Challenges and Future Prospects by Hu Xixi

“…Advances in technology have made deepfake forgeries easier, posing serious ethical and security risks that highlight the urgent need for better detection methods. This paper provides a comprehensive discussion of various Deepfake detection approaches, including methods based on physical attributes and visual inconsistencies, data-driven techniques (such as spatial and frequency domain detection methods), and those using generative models. …”
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Non-ocular biomarkers for early diagnosis of diabetic retinopathy by non-invasive methods by Huaixue Gou, Juping Liu

“…Timely diagnosis and intervention facilitate the prevention of diabetes-associated visual impairment. Classical imaging methods may prevent the timely detection of DR due to shortages of specialized facilities and retinal specialists, particularly in remote areas. …”
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Application of various assessment methods to detect seismic vulnerability in educational institutions in Peru by Donald Gorki Collantes Delgado

“…The Hypothetical Deductive Method was used, the techniques employed were direct scientific observation and documentary analysis. …”
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Diagnostic Methods Used in Detecting Syphilis in Paleopathological Research—A Literature Review by Grzegorz Mikita, Michalina Jagoda Lizoń, Julia Gąsiorowska, Maciej Mateusz Hanypsiak, Jan Falana, Mateusz Mazurek, Oliwier Wojciech Pioterek, Krzysztof Wolak, Joanna Grzelak, Dominika Domagała, Dariusz Nowakowski, Paweł Dąbrowski

“…Examination of syphilis on skeletal material can be performed at the macroscopic and microscopic levels. Those methods refer to the visual assessment of skeletal material, namely the identification of characteristic pathological changes caused by syphilis, such as periostitis, which manifests itself as thickenings on the bone surface, and syphilis nodules (gummata), which are defects in the bones. …”
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An overview of methods for the treatment and diagnosis of dementia with Lewy bodies. Clinical case analysis by M. Š. Markevičiūtė, M. Karnickas, A. Bagdonaitė

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Corrosion Monitoring in Automotive Lap Joints Based on Imaging Methods of Lamb Waves by Yunmeng Ran, Cheng Qian, Xiangfen Wang, Weifang Zhang, Rongqiao Wang

“…However, traditional non-destructive methods often fall short when applied to complex automotive structures, such as bolted lap joints. …”
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New Qualitative Methods for Assessing the “Fluid” in the Retina in Age-Related Macular Degeneration by M. V. Budzinskaya, A. A. Plyukhova

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User Experiences Among Patients and Health Care Professionals Who Participated in a Randomized Controlled Trial of E-nergEYEze, a Vision-Specific eHealth Intervention to Reduce Fatigue in Adults With Visual Impairment: Mixed Methods Study by Manon HJ Veldman, Hilde PA van der Aa, Hans Knoop, Christina Bode, Ger HMB van Rens, Ruth MA van Nispen

“…To complement cost-effectiveness outcomes, the user experiences from both perspectives were considered relevant for a better understanding of the intervention uptake. MethodsE-nergEYEze was studied in a randomized controlled trial. …”
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An integrative approach to the methods of parallel learning of native and foreign languages in conditions of digitalization by Klyuchkovska Iryna, Kozlovska Iryna, Savka Iryna

“…The purpose of the article is to research an integrative approach to the methods of parallel learning of native and foreign languages in conditions of digitalization. …”
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Diagnostic Performance of Artificial Intelligence–Based Methods for Tuberculosis Detection: Systematic Review by Seng Hansun, Ahmadreza Argha, Ivan Bakhshayeshi, Arya Wicaksana, Hamid Alinejad-Rokny, Greg J Fox, Siaw-Teng Liaw, Branko G Celler, Guy B Marks

“…However, none of the various TB diagnostic tools introduced is deemed sufficient on its own for the diagnostic pathway, so various artificial intelligence (AI)–based methods have been developed to address this issue. …”
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Research progress of mine 3D geological modeling: Principle, method and application by Cun ZHANG, Sheng JIA, Ye HUA, Qi SONG

“…This paper summarizes the principles and methods of existing 3DGM technologies. It reviews the current application status of 3DGM in mining development. …”
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Study on the Workspace and Structural Parameter Optimum of Parallel Mechanism based on Waterwave Method by Xia Yongqiang, Luo Yufeng, Shi Zhixin, Yang Long, Zou Jinlong, Li Shaoshuai

“…A waterwave method based on chaotic mapping algorithm for the fast search algorithm of planar parallel mechanism workspace is put forward in the study. …”
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