Determination of the Energy Efficient Speed of the Working Body of the Agitator for Small Biogas Reactors by Spodoba M.O., Spodoba О.O., Kovalchuk S.I., Oliinik Yu.O.

“…To achieve the set goals, physical methods, three-dimensional model- ing, processing and visualization of results in application programs were used. …”
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Complex-Valued CNN-Based Defect Reconstruction of Carbon Steel from Eddy Current Signals by Bing Chen, Tengwei Yu

“…However, traditional methods mainly focus on defect detection and face significant challenges in extracting geometric information such as defect size and shape, which is crucial for structural health monitoring (SHM) and remaining useful life (RUL) assessment. …”
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Effective Detection of Cloud Masks in Remote Sensing Images by Yichen Cui, Hong Shen, Chan-Tong Lam

“…Existing deep learning methods are unable to extract the edges of clouds and backgrounds in a refined manner when detecting cloud masks (shadows) due to their unpredictable patterns, and they are also unable to accurately identify small targets such as thin and broken clouds. …”
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ParSite is a multicolor DNA labeling system that allows for simultaneous imaging of triple genomic loci in living cells. by Xiaohui He, Yadong Sun, Hanhui Ma

“…The organization of the human genome in space and time is critical for transcriptional regulation and cell fate determination. However, robust methods for tracking genome organization or genomic interactions over time in living cells are lacking. …”
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The personnel policy for curators in the Kazan educational district and the age dynamics of professors at the Kazan University during 1804–1884 by T.V. Kostina, A.V. Kouprianov

“…The study is based on the prosopographical database containing records on the key events in the lives and careers of university professors compiled by the authors. New methods of data retrieval and visualization based on s­cripts created with the help of R programming language allow to analyze the temporal dynamics of the age structure in greatest detail. …”
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Structuring data analysis projects in the Open Science era with Kerblam! [version 1; peer review: 2 approved] by Federico Alessandro Ruffinatti, Luca Munaron, Luca Visentin

“…We believe that Open Science principles can be applied to the way data analysis projects are structured. Methods We examine the structure of several data analysis project templates by analyzing project template repositories present in GitHub. …”
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Current perspectives and trends in colorectal cancer and cancer-associated fibroblasts: a review and bibliometric analysis by Chengyong Qian, Lingling Ren, Shuyuan Zhu, Fangling Chen, Haiping Shen, Xiangcheng Hu, Guanglan Chen

“…However, there are no comprehensive statistics on CRC or CAFs, and the potential directions for research.MethodsThe study performed a literature review spanning from January 1, 2004, to March 27, 2025, within the Web of Science Core Collection Database. …”
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How Shakespeare’s works have been reinterpreted, adapted and reshaped: a bibliometric review and trend analysis of Shakespeare studies from 2000 to 2023 by Xintong Li, Sihan Li

“…This study addresses this issue by applying bibliometric methods to data from the Web of Science Core Collection, using tools like VOSViewer and CiteSpace for analysis and visualization. …”
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Microwave-Based Colonoscopy: Preclinical Evaluation in an Ex Vivo Human Colon Model by Glòria Fernández-Esparrach, Alejandra Garrido, Roberto Sont, Walid Dghoughi, Sergi Marcoval, Miriam Cuatrecasas, Sandra López-Prades, F. Borja de Lacy, María Pellisé, Ignasi Belda, Marta Guardiola

“…Methods. Fresh surgically excised colorectal specimens containing cancer or polyps were fixed to a 3D positioning system, and the accessory device was introduced horizontally inside the ex vivo colon lumen and moved along it simulating a real colonoscopy exploration. …”
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RABiTPy: an open-source Python software for rapid, AI-powered bacterial tracking and analysis by Samyabrata Sen, Indraneel Vairagare, Jitendrapuri Gosai, Abhishek Shrivastava

“…Users can select from adaptive, automated thresholding, or AI-based segmentation methods, fine-tuning parameters to fit their needs. …”
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DESIGN OF SMART TOURISM SYSTEMS TO FORECAST FOREIGN TOURIST ARRIVAL RATE USING DEEP LEARNING TECHNIQUES by Ratna Kanth Gudala, Ravi Kumar Suggala, Venkata Nagaraju Datla, Sri Krishna Adusumalli

“…A detailed comparative analysis of these methods identifies the most suitable technique. Additionally, the study conducts yearly trend analysis for essential parameters like domestic tourism, tourism's impact on GDP, foreign exchange earnings, and government expenditure, using visualization tools. …”
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Color as a High-Value Quantitative Tool for PET/CT Imaging by Michail Marinis, Sofia Chatziioannou, Maria Kallergi

“…The purpose of this work was to develop color-based, pre-processing methodologies for PET/CT data that could yield a better starting point for subsequent diagnosis and image processing and analysis. Two methods are proposed that are based on the encoding of Hounsfield Units (HU) and Standardized Uptake Values (SUVs) in separate transformed .png files as reversible color information in combination with .png basic information metadata based on DICOM attributes. …”
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Do Machine Learning and Business Analytics Approaches Answer the Question of ‘Will Your Kickstarter Project be Successful? by Murat Kılınç, Can Aydın, Çiğdem Tarhan

“…Within this scope, a business intelligence model that works on the web has been developed by combining business analytics and machine learning methods. The data used for business analytics has been brought to a state that can provide inferences through visualization, reporting and query processes. …”
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A novel “lateral approach short axis in-plane” technique vs. conventional “short-axis out-of-plane approach” for ultrasound-guided internal jugular vein access: a prospective rando... by Michal Kalina, Patricia Vargová, Adéla Bubeníková, Roman Škulec, Vladimír Černý, David Astapenko

“…Standard descriptive statistical methods were employed for the analysis. Results A total of 200 subjects were equally divided between Group A and Group B. …”
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Scientific support for strength sports: analysis of scientific resources from the Web of Science Core Collection by Leonid Podrigalo, Kostiantyn Tymchenko, Volodymyr Perevoznyk, Bogdan Semeniv, Volodymyr Paievskyi, Olexandr Halashko

“…A total of 589 sources published between 2021 and 2025 that met the search criteria were selected for primary analysis. Bibliometric methods were applied to process the data. VOSviewer 1.6.18 software was used for keyword analysis and direct citation analysis, including the construction of bibliometric maps, cluster density visualization, and weighted citation analysis. …”
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Optimized Whole-Slide-Image H&E Stain Normalization: A Step Towards Big Data Integration in Digital Pathology by Jose L. Agraz, Carlos Agraz, Andrew A. Chen, Charles Rice, Robert S. Pozos, Sven Aelterman, Amanda Tan, Angela N. Viaene, MacLean P. Nasrallah, Parth Sharma, Caleb M. Grenko, Tahsin Kurc, Joel Saltz, Michael D. Feldman, Hamed Akbari, Russell T. Shinohara, Spyridon Bakas, Parker Wilson

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Mapping Trends and Hotspots Regarding the Use of Lung Ultrasound in the Field of Anesthesiology: A Bibliometric Analysis of Global Research by Jiang W, Kang K, Zhou X, Chen X, Yu H, Zhang X

“…This study aims to analyze the status and trends in this area from a macroscopic perspective.Methods: A bibliometric analysis was conducted using the Web of Science (WoS) Core Collection. …”
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High-resolution optical coherence tomography in pigmented choroidal lesions by Damian Jaggi, Shalin G. Aeberhard, Dmitri Artemiev, Martin S. Zinkernagel, Florian M. Heussen

“…Abstract Purpose Evaluating High-Resolution Optical Coherence Tomography (HR-OCT) versus standard spectral domain OCT in pigmented choroidal lesions. Methods We screened a total of 40 subjects with pigmented choroidal lesions. …”
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Assessing the Needs of Patients with Cancer and Healthcare Professionals for a Digital Pain Management System: A Qualitative Study by Xie X, Gao X, Wang H, Li B, Wang Y, Jiao X, Xv X, Zhou L

“…The findings will serve as a reference for developing cancer pain management tools in China.Methods: A Purposive sampling was used to conduct semi-structured interviews from March to June 2024 with patients experiencing chronic cancer pain, their family members, and healthcare workers in the oncology departments of two tertiary grade A hospitals in Shanghai, China. …”
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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…The architecture used is Long Short-Term Memory Networks (LSTM). The method used to prepare the data is word embedding using layers embedding from the TensorFlow library. …”
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