On-Tissue Chemical Derivatization for Mass Spectrometry Imaging of Fatty Acids with Enhanced Detection Sensitivity by Malik Ebbini, Zicong Wang, Hua Zhang, Kelly H. Lu, Penghsuan Huang, Cameron J. Kaminsky, Luigi Puglielli, Lingjun Li

“…This method significantly enhances the detection sensitivity of FAs, achieving a 1000-fold improvement over traditional negative ion mode analysis. …”
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Osgood-Schlatter Disease in an Adult Athlete: A Case Report and Review of the Literature by Arash Sharafat Vaziri, Nazanin Rahimdoost, Soodabeh Esfandiary, Fardis Vosoughi, Mehdi Moezi, Iman Menbari Oskouie

“…Arthroscopic removal remains the preferred method for treating OSD, emphasizing fewer complications. …”
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Visibility of Intracranial Perforating Arteries Using Ultra-High-Resolution Photon-Counting Detector Computed Tomography (CT) Angiography by Takashi Okazaki, Tetsu Niwa, Ryoichi Yoshida, Takatoshi Sorimachi, Jun Hashimoto

“…<b>Results:</b> Peripheral LSAs were well visualized across all reconstruction methods, with no significant differences between them. …”
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Study on the physical behaviour and strength characteristics of transparent soil under multiple influencing factors by Xianlun Leng, Lan Cui, Youkou Dong, Chengtang Wang, Rong Pang

“…It is of great significance for the visualization of the evolution mechanisms of geotechnical disasters.…”
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A novel flexible near-infrared endoscopic device that enables real-time artificial intelligence fluorescence tissue characterization. by Gareth Gallagher, Ra'ed Malallah, Jonathan P Epperlein, Jeffrey Dalli, Niall Hardy, Abhinav Jindal, Pol G MacAonghusa, Ronan A Cahill

“…The system demonstrated ex-vivo and in-vivo NIR visualization of clinically relevant concentrations of ICG in both resected and in situ (extracorporeally) colon in patients undergoing colorectal resection. …”
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Role of Chemiluminescence examination as non-invasive diagnostic tool in early detection of Leukoplakia by Nidhi Jain, Anil Kumar Nagarajappa, Meenakshi Bhasin, Divya Pandya, Kaushal Pati Tripathi

“…Material and methods: This was a cross-sectional study done on 40 study subjects. …”
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Optical Coherence Tomography Angiography (OCTA) information content in the diagnosis of type 1 choroidal neovascularization combined with pigment epithelium detachment by V. V. Neroev, M. V. Ryabina, A. P. Sarygina

“…According to OCTA visualization of type 1 CNV vasculature was noted in 55 eyes (94.8 %). …”
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Development of Construction Safety Dashboard Based on Four-Dimensional Building Information Modeling for Fall Prevention: Case Study of Stadium Roof Works by Rossy Armyn Machfudiyanto, Titi Sari Nurul Rachmawati, Naufal Budi Laksono, Mehrtash Soltani, Chansik Park

“…This approach is tested on a stadium project, particularly focusing on roof work activities, where workers are most prone to fall hazards. The proposed method aims to provide ease for site workers to access safety knowledge, including risk identification (including risk, fatality, location, and time), visualization of TSFs, personal protective equipment, and safety work instructions. …”
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An MRI-based fusion model for preoperative prediction of perineural invasion status in patients with intrahepatic cholangiocarcinoma by Zuochao Qi, Hao Yuan, Qingshan Li, Pengyu Chen, Dongxiao Li, Kunlun Chen, Bo Meng, Peigang Ning, Haibo Yu, Deyu Li

“…In the training set, the AUC was 0.905, with an accuracy of 0.823; in the external test set, the AUC was 0.760, with an accuracy of 0.778. Visualization methods provided support for the practical application of the model. …”
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COVID-19 Data Analytics Using Extended Convolutional Technique by Anand Kumar Gupta, Asadi Srinivasulu, Olutayo Oyeyemi Oyerinde, Giovanni Pau, C. V. Ravikumar

“…The anticipated technique entails the pretreatment phase through dissection of the lung, getting rid of the environment which does now no longer provide applicable facts and can provide influenced consequences; then after this, the preliminary degree comes up with the category version educated below the switch mastering system; and in conclusion, consequences are evaluated and interpreted through warmth maps visualization. The proposed research method completed a detection accuracy of COVID-19 at around 99%.…”
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Ai-powered digital twin in the industrial IoT by Željko Bolbotinović, Saša D. Milić, Žarko Janda, Dragan Vukmirović

“…At this level, DT models should be supported by techniques and methods for parameter selection, correlation analysis, and heatmap visualization that facilitates time series processing. …”
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Assessment of Power Transformer Technical State Using Explainable Artificial Intelligence by Khalyasmaa A.I., Matrenin P.V., Eroshenko S.A.

“…In addition, for the first time in this problem, a Light gradient boosting method was applied. The proposed method allows for increasing the validity of the technical state assessment of high-voltage equipment using machine learning. …”
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A lightweight and style-robust neural network for autonomous driving in end side devices by Sheng Han, Youfang Lin, Zhihui Guo, Kai Lv

“…Our method outperforms other methods and the success rate values in different tasks are 98%, 74%, and 22%, respectively.…”
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Microstructure of confectionery masses revealed by cryo-planing by Jaap Nijsse, Adriana Fernanda Cruz Serna, Sergey M. Melnikov

“…An obvious application of the method could be the visualization and quantitative analysis of the size, shape, and composition of chocolate confectionery products.…”
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Research of total-focusing-imaging based on phase coherence and dB amplitude enhancement by Nian Kun Pan, Bin Shao, Hua Chun Fang

“…To address the issue of weak defect visualization in the ultrasonic total-focusing method (TFM) after denoising, this paper integrates Phase Coherence Imaging (PCI) and dB amplitude enhancement (dB) with the TFM. …”
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Multivariate Analyses with Two-Step Dimension Reduction for an Association Study Between ¹¹C-Pittsburgh Compound B and Magnetic Resonance Imaging in Alzheimer’s Disease... by Atsushi Kawaguchi, Fumio Yamashita

“…By applying this method to imaging data of 61 patients with AD (age: 55–85), the first component showed the strongest correlation with the composite score, owing to the supervised feature. …”
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Risk Assessment for Water Disaster of Karst Tunnel Based on the Weighting of Reliability Measurement and Improved Extension Cloud Model by Yingli Jiang, Jie Cui, Hao Liu, Yanlong Zhang

“…Based on the reliability measurement method and extension cloud theory, the reliability measurement weighting and improved extension cloud model are established for the risk assessment of water disaster in karst tunnels. …”
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Optimization of Three-Dimensional Model of Landscape Space Based on Big Data Analysis by Cuixia Wang

“…The results show that the improved edge folding region algorithm can reduce errors on the basis of ensuring image quality, and the adaptive search algorithm can shorten the search time and improve the compression rate. This method provides a technical reference for the visualization experience and simulation system of garden landscape design and improves the presentation quality of virtual garden landscape design scenes.…”
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Mapping the learning curves of deep learning networks. by Yanru Jiang, Rick Dale

“…We reflect on the theoretical implications of this method for cognitive processing, language models and representations from multiple modalities.…”
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Single-level management of social-economic systems based on production function by R. A. Zhukov

“…Synthesis of managerial decisions is to find the specified levels of the state and impact factors, in which the actual values of the effective signs coincide with the standards. Visualization of the approach is presented in the form of cybernetic and process models.Scientific novelty: the peculiarity of the presented approach is a combination of two stages: the stage of socio-economic systems analysis, which includes defining the specific and integral performance indicators, designed by the author’s method and forming the given system development trajectory based on the constructed models of its state and functioning; and the stage of synthesis of managerial decisions, which is generally reduced to the problem of multi-criteria optimization. …”
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