Osteoclast visualization: Tartrate-resistant acid phosphatase activity staining using NewFuchsin compatible with non-aqueous mounting and tissue clearing by Takashi Nakamura, Katsuhiro Kawaai, Yukiko Kuroda, Koichi Matsuo

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Guided Decision Tree: A Tool to Interactively Create Decision Trees Through Visualization of Subsequent LDA Diagrams by Miguel A. Mohedano-Munoz, Laura Raya, Alberto Sanchez

“…Conversely, interactive visualization methods have proven to be effective in gaining insights from data, as they incorporate the researcher’s criteria into the analysis process. …”
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Clinical guidelines and expediency of using 5-aminolevulinic acid for intraoperative visualization of margins of malignant tumors of the oral cavity by Yu. V. Alymov, A. V. Ignatova, I. S. Romanov

“…Treatment of the oral cavity is an important problem of current oncology due to high morbidity and mortality reaching 43 % in 5-year period after diagnosis. frequency of positive resection margins is 30 % of cases which partially explains unsatisfactory results of therapy of this pathology and promotes investigation of methods increasing radicalness of surgical treatment of the primary lesion.The study objective is to evaluate the effectiveness of fluorescent visualization with 5-aminolevulinic acid for assessment of radicalness of surgical intervention in cancer of the oral mucosa.Materials and methods. …”
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Advancing Water Quality Management: An Integrated Approach Using Ensemble Machine Learning and Real-Time Interactive Visualization by Jigna K. Pandya, Suresh S. Khandelwal, Rupesh Kumar Tipu, Kartik S. Pandya

“…Access to safe and potable water is critical for public health and socioeconomic development. Traditional methods for predicting water quality often lack accuracy and robustness due to limitations in data availability and model complexity. …”
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Fast and Accurate Video Analysis and Visualization of Classroom Activities Using Multiobjective Optimization of Extremely Low-Parameter Models by Venkatesh Jatla, Sravani Teeparthi, Ugesh Egala, Sylvia Celedon-Pattichis, Marios S. Pattichis

“…Furthermore, our models are much easier to train, they are much faster, and outperform comparable methods.…”
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The bibliometric and visualization analysis of alcohol-induced osteonecrosis of the femoral head: research trends and future directions (1998–2024) by Kai Pang, Huiying Li, Haifeng Chen, Zhentao Man, Dandan Wang, Wei Li

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Clinical-oriented 3D visualization and quantitative analysis of gingival thickness using convolutional neural networks and CBCT by Lan Yang, Lan Yang, ZiCheng Zhu, Yongshan Li, Jieying Huang, Xiaoli Wang, Haoran Zheng, Jiang Chen

“…This study aimed to develop a CBCT-based 3D visualization system for gingival thickness using deep learning, providing a novel spatial assessment tool for implant surgery planning.MethodsCBCT and intraoral scanning (IOS) data from 50 patients with tooth loss were collected to establish a standardized dataset. …”
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Bibliometric-based visualization analysis of hotspots and trends in falls research among older hospitalized patients (2013–2023) by Yang Dong, Dandan Liu, Ya Yu, Ziyu Xiong, Hongying Rao

“…PurposeWe utilized Citespace 6.2 R4 software to visualize and analyze the literature published within the past decade (2013–2023) pertaining to falls in elderly hospitalized patients, with the objective of examining the progression and patterns of focal points within this research domain. …”
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Research hotspots and future trends of insomnia in Parkinson’s disease: a bibliometric and visualization analysis from 1973 to 2024 by Xianghong Guo, Tianye Wang, Dan Wang, Jingjing Zhou, Xin Lai

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Visualization of the relationship between metabolism and lung diseases from the perspective of bibliometric analysis: research trends and future prospects by Ming-Yan Wang, Xing-Yu Mo, Meng-Xu Yi, Hong-Yan Lu

“…BackgroundExtensive research has examined the role of metabolism in lung disease development, yet a comprehensive literature review remains absent despite numerous publications.ObjectiveThis study aims to visualize and assess the advancements in research on metabolism and its role in lung diseases.MethodsPublications from January 1, 1991, to April 30, 2024, related to lung diseases and metabolism were sourced from the Web of Science Core Collection and analyzed using CiteSpace 6.2.R4, VOSviewer 1.6.19, Bibliometrix, R Studio, and various online tools.ResultsA total of 1,542 studies were collected and processed through these platforms for literature analysis and data visualization. …”
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Big Data-Driven 3D Visualization Analysis System for Promoting Regional-Scale Digital Geological Exploration by Yiping Tian, Jiongqi Wu, Genshen Chen, Gang Liu, Xialin Zhang

“…The system integrates three core technological components: (1) a heterogeneous cloud resource scheduling method employing an optimized CMMN algorithm with unified cloud API standardization to enhance task distribution efficiency; (2) a block model-based dynamic data aggregation approach utilizing semantic unification and attribute mapping for multi-source geological data integration; (3) a GPU-accelerated rendering framework implementing occlusion culling and batch processing to optimize 3D visualization performance. …”
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UAVs for the visualization, preservation, and sharing of “lost” eighteenth century fortified system on Monte Urpino hill in Cagliari (Italy) by Andrea Pirinu, Nicola Paba

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A Decade of Progress in Wearable Sensors for Fall Detection (2015–2024): A Network-Based Visualization Review by Yifei Li, Pei Liu, Yan Fang, Xiangyuan Wu, Yewei Xie, Zhongzhi Xu, Hao Ren, Fengshi Jing

“…This review employs a network-based visualization approach to analyze research trends, key technologies, and collaborative networks. …”
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Global research trends in traditional Chinese medicine therapy for acute leukemia: a comprehensive visualization and bibliometric analysis by Wenwen Zhang, Kaili Zhang, Yuqing Feng, Gaofeng Zhang

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Imaging and Image Processing Techniques for High-Resolution Visualization of Connective Tissue with MRI: Application to Fascia, Aponeurosis, and Tendon by Meeghage Randika Perera, Graeme M. Bydder, Samantha J. Holdsworth, Geoffrey G. Handsfield

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Visualization of Moisture Content, Reducing Sugars, and Chewiness in Bread During Oral Processing Based on Hyperspectral Imaging Technology by Xiaoyu Tian, Qin Fang, Xiaorui Zhang, Shanshan Yu, Chunxia Dai, Xingyi Huang

“…Hyperspectral imaging (HSI) combined with chemometric methods was used to establish quantitative prediction models for MC, RSs, and chewiness, and to create visual distribution maps of these parameters. …”
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Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree by Giulia Di Teodoro, Marta Monaci, Laura Palagi

“…The interpretability of models has become a crucial issue in Machine Learning because of algorithmic decisions' growing impact on real-world applications. Tree ensemble methods, such as Random Forests or XgBoost, are powerful learning tools for classification tasks. …”
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Interpretable Deep Learning Model for Grape Leaf Disease Classification Based on EfficientNet with Grad-CAM Visualization by Castaka Agus Sugianto, Dini Rohmayani, Jhoanne Fredricka, Mohamed Doheir

“…Traditional manual inspection methods are inefficient and prone to human error, highlighting the need for an automated approach. …”
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True umbilical cord knot detection via active scanning: a prospective study on accuracy and visualization factors by Junyan Cao, Zhaocong Chen, Minhong Zou, Miao Zhong, Ying Chen, Xin Lin, Manli Wu, Qiaoyuan Wang, Xinling Zhang

“…This study aimed to assess TUCK detection accuracy using active umbilical cord (UC) scanning and identify factors affecting prenatal visualization. Methods A prospective study of 378 pregnant women (11–40 weeks) was conducted. …”
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Triamcinolone Acetonide-Assisted Visualization and Removal of Vitreous Cortex Remnants in Retinal Detachment: A Prospective Cohort Study by Francesco Faraldi, Carlo Alessandro Lavia, Daniela Bacherini, Clara Rizzo, Maria Cristina Savastano, Marco Nassisi, Mariantonia Ferrara, Mario R Romano, Stanislao Rizzo

“…<b>Methods</b>: Prospective study on patients with primary RRD who underwent PPV. …”
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