An integrated deep learning framework using adaptive enhanced vision fusion and modified mobilenet architecture for precision classification of skin diseases with enhanced diagnost... by Ahsan Bilal Tariq, Muhammad Zaheer Sajid, Nauman Ali khan, Muhammad Fareed Hamid, Anwaar UlHaq, Jarrar Amjad

“…We propose Dermo-Transfer, a novel architecture that combines MobileNet with dense blocks and residual connections to improve skin disease severity classification by addressing problems such as vanishing gradients and overfitting. Our method incorporates multi-scale Retinex, gamma correction, and histogram equalization to enhance image quality and visibility. …”
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Clustering routing protocol based on improved PSO algorithm in WSN by Xiaonian WU, Chuyun ZHANG, Runlian ZHANG, Yaping SUN

“…Aiming at the problem that the location distribution of cluster head nodes filtered by wireless sensor network clustering routing protocol was unbalanced and the data transmission path of forwarding nodes was unreasonable,which would increase the energy consumption of nodes and shorten the network life cycle,a clustering routing protocol based on improved particle swarm optimization algorithm was proposed.In the process of cluster head election,a new fitness function was established by defining the energy factor and position equalization factor of the node,the better candidate cluster head node was evaluated and selected,the position update speed of the candidate cluster head nodes was adjusted by the optimized update learning factor,the local search and speeded up the convergence of the global search was expanded.According to the distance between the forwarding node and the base station,the single-hop or multi-hop transmission mode was adopted,and a multi-hop method was designed based on the minimum spanning tree to select an optimal multi-hop path for the data transmission of the forwarding node.Simulation results show that the clustering routing protocol based on improved particle swarm optimization algorithm can elect cluster head nodes and forwarding nodes with more balanced energy and location,which shortened the communication distance of the network.The energy consumption of nodes is lower and more balanced,effectively extending the network life cycle.…”
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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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Prognosis of Adverse Outcomes in the Research of Coronary Blood Flow During Echocardiography by E. S. Kalinina, A. V. Zagatina, S. A. Sayganov

“…All patients performed echocardiography following standard method with an additional tab called «Coronary» which was set to visualize coronary arteries. …”
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Contrast-enhanced ultrasound in the diagnosis of head and neck squamous cell carcinoma by G. F. Allakhverdieva, G. T. Sinyukova, T. Yu. Danzanova, E. V. Kovaleva, O. A. Saprina, E. A. Gudilina

“…Contrast-enhanced ultrasound imaging of the head and neck is a highly promising diagnostic tool, although it requires further evaluation. Improved visualization with contrast-enhancement increases the diagnostic value of the method for the differentiation between various tumors and fibrotic changes and detection of tumor spread to the laryngeal cartilages, which is important for surgical treatment and planning anticancer therapy.…”
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Exploring Procedural Content Generation of Environments for Virtual Museums: A Mixed-Initiative Approach by Claudio Rubio, Nicolas A. Barriga, Ben Ingram, Huizilopoztli Luna-García, Felipe Besoain

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The Neural network development of food formulations and evaluation of the quality characteristics of finished products by V. V. Sadovoy, T. V. Shchedrina, А. S. Khamitsaeva, I. А. Trubina

“…Using statistical methods of visualization of experimental data, the use of artificial intelligence for the development of optimal food formulations in terms of qualitative characteristics is justified. …”
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Les réseaux de personnages de science-fiction : échantillons de lectures intermédiaires by Yannick Rochat, Mathieu Triclot

“…This paper introduces a way of studying science fiction works using mathematical methods grounded in graph theory. Our approach combines close and distant reading in order to describe the structural roles of characters, as they appear in the network built from their co-occurrences in the text. …”
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An Analytical System Design for Forensic Fingerprint Examination by Bilgehan Arslan, Seref Sagiroglu

“…Considering the complex structure of fingerprint development methods and the tedious process steps performed in these methods, new approaches to acquire, store, transfer, and analyze latent fingerprints practically without requiring any deep knowledge and expertise are needed. …”
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Global Trend of Stunting in The Last Decade: A Bibliometric Analysis by Yohanis Ndapa Deda, Maria Paula Marla Nahak, Aplonia Pala

“…Methods: This method was used to investigate and evaluate a large amount of scientific data on stunting, revealing the intricacies of the evolution and novelties related to stunting over a decade (2012-2022). …”
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Application of a cross-functional approach to optimize the activities of a specialized vehicle depot by Elena A. Kaliberda, Ksenia V. Chemerilova, Olga G. Sheveleva

“…The aim is to increase the efficiency of process management of the company's motor transport enterprises through the introduction of cross-functional approach and organization of cross-functional team. Materials and methods. For the analysis of the processes of the motor transport enterprise the authors of the article apply the visualization method of business processes by using diagrams in notations VAD (Value-Added Chain), EPC (Event-Driven Process Chain). …”
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AI-driven prediction of bitterness and sweetness and analysis of receptor interactions by Hiroaki Iwata

“…To enhance model interpretability, we employed the Integrated Gradients method to visualize the molecular features influencing bitterness or sweetness predictions. …”
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Using artificial intelligence for the development of a living evidence map: The pharmacopuncture example by Chan-Young Kwon

“…Conclusions: The developed visualization system significantly improves the existing static evidence organization method by intuitively identifying research gaps. …”
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Structure preserving t-SNE of matrix framed data by Soohyun Ahn, Johan Lim, Wei Jiang, Sungim Lee, Xinlei Wang

“…These elements can take various forms, such as scalars, vectors, time series, matrices, or arrays. Existing data visualization methods aim to represent data elements of different groups without considering the underlying two-dimensional structure present in matrix-framed data. …”
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HU to RGB transformation with automatic windows selection for intracranial hemorrhage classification using ncCT. by Dittapong Songsaeng, Akara Supratak, Pantid Chantangphol, Saowapot Sarumpakul, Natsuda Kaothanthong

“…Experimental results from a deep neural network-based image classification model are utilized to evaluate the effectiveness of the proposed method. This method, serving as an image preprocessing step, demonstrates remarkable capability in classifying five distinct types of Intracranial Hemorrhage and normal slice, achieving an average sensitivity of 89.35% and an average specificity of 96.03%. …”
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Protocol for chronic hepatitis B virus infection mouse model development by patient-derived orthotopic xenografts. by Aleksey M Nagornykh, Marina A Tyumentseva, Aleksandr I Tyumentsev, Vasiliy G Akimkin

“…Another part of our study will be devoted to evaluating the effectiveness of hepatocellular carcinoma grafting methods to obtain patient-derived heterotopic and orthotopic xenograft mouse avatars using animal X-ray irradiation and surgery procedures and in vivo fluorescent signals visualization and measurements. …”
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Heart 3D: echocardiographic and anatomical features of the tricuspid valve in a heterogeneous population with severe regurgitation—implications for edge-to-edge procedure suitabili... by Jan Sobieraj, Adam Rdzanek, Agnieszka Kapłon-Cieślicka, Zenon Huczek, Mariusz Tomaniak, Ewa Ostrowska, Adam Piasecki, Ewa Pędzich, Piotr Scisło

“…AimTo assess the incremental value of real-time three-dimensional (3D) transesophageal echocardiography (TEE) in visualizing tricuspid valve (TV) anatomy for procedural planning and guidance of transcatheter edge-to-edge repair (TEER) in cases of severe tricuspid regurgitation (TR).Materials and methodsAn observational study was conducted on 54 patients with severe TR. …”
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Contrast-Invariant Edge Detection: A Methodological Advance in Medical Image Analysis by Dang Li, Patrick Cheong-Iao Pang, Chi-Kin Lam

“…However, existing methods based on grayscale gradient computation still need to be optimized in practicality, especially in terms of actual visual quality and sensitivity to image contrast. …”
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SMILE: Semi-supervised multi-view classification based on dynamical fusion. by Hui Yang, Linyan Kang, Xun Che

“…However, conventional semi-supervised multi-view classification methods often merely fuse features from multiple views without significantly improving classification performance. …”
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A Robust Framework for 2D Human Face Reconstruction from Half-Frontal Views in Low-Quality Surveillance Footage by Maria Siddiqua, Muhammad Furqan Zia

“…Quantitative evaluation uses the Structural Similarity Index (SSIM) and Jaccard Index (JI) to measure image quality and geometric accuracy. The proposed method is tested on publicly available datasets and a custom-designed dataset reflecting real-world surveillance challenges such as low resolution and poor illumination. …”
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