Diagnostic capabilities of magnetic resonance imaging in assessing the state of the large and small intestines by O. S. Sementsov, V. V. Ponomarenko

“…Enterography using magnetic resonance enterography has become the most effective methods for visualizing the small intestine in patients with Crohn's disease and can visualize inflammation of the intramural or proximal small intestine in about 50% of patients with Crohn's disease who have undergone endoscopically normal studies. …”
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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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A Comparative Study of Lesion-Centered and Severity-Based Approaches to Diabetic Retinopathy Classification: Improving Interpretability and Performance by Gang-Min Park, Ji-Hoon Moon, Ho-Gil Jung

“…Finally, we evaluate decision-making differences between labeling methods using visualization techniques. We benchmarked the lesion-centered NMC dataset against the severity-based public Asia Pacific Tele-Ophthalmology Society (APTOS) dataset, conducting experiments with EfficientNet—a convolutional neural network architecture—and diverse classification strategies. …”
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A workflow for extended reality-based learning in engineering education by Simone Luca Pizzagalli, Kashif Mahmood, Rostyslav Boychuk, Tauno Otto, Vladimir Kuts

“…The second focuses on the visualization and learning of direct kinematics methods for an industrial robotic arm.…”
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GBCHV an advanced deep learning anatomy aware model for accurate classification of gallbladder cancer utilizing ultrasound images by Md. Zahid Hasan, Md. Awlad Hossen Rony, Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan, Ahmed A. Moustafa

“…Moreover, the decision-making process of the proposed model is further explained visually through the utilization of Gradient-weighted Class Activation Mapping (Grad-CAM). …”
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Multimodal Imaging of Brain Metastasis-Derived Extracellular Vesicles Using Superparamagnetic Iron Oxide Nanoparticle Labeling by Feginn Berle B, Juliussen S, Castilho Á, Solel E, Sdik Saed H, Vanderpoorten O, Lunavat TR, Thorsen F, Rigg E

“…However, tracking their distribution and interactions in vivo remains challenging.Objective: To develop and validate a method for labeling BM-derived EVs using superparamagnetic iron oxide nanoparticles (SPIONs) that enables their visualization and tracking through magnetic resonance imaging (MRI).Methods: Three SPION variants with different coatings and sizes were evaluated using two patient-derived BM cell lines. …”
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Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs by Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

“…This study introduces an innovative odontogenic sinusitis image processing technique, which is fused with common contrast limited adaptive histogram equalization, Min-Max normalization, and the RGB mapping method. …”
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ISI sparse channel estimation based on ISL0 algorithm by Ting LIU, Jie ZHOU, CHIJiu-he JU

“…A smoothed L0 (SL0) algorithm based on compressed sensing proposed in previous works for inter symbol in-terference (ISI) sparse channel estimation. But this method has “notched effect” due to the negative iterative gradient direction. …”
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Bridging the Gap: Harnessing the Power of Machine Learning and Big Data for Media Research by Li-jing Arthur Chang

“…It covers topics such as principles of machine learning relevant to media studies, integration of computational methods with media research, data collection and preprocessing techniques, visualization of research findings, machine learning research tools, data quality and bias, ethical considerations, cross-disciplinary skills and knowledge, and best practices in data-driven research. …”
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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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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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Comparison of standard radiography and magnetic resonance imaging in hand osteoarthritis by D. M. Kudinskii, A. V. Smirnov, L. I. Alekseeva, E. A. Taskina, A. M. Lila, A. S. Potapova, A. V. Volkov

“…The average age of the patients was 65.28±6.82 years, the age of onset was 48.81±7.73 years, the duration of the disease was 15.0 (10.0–19.5) years.Results. Both methods showed approximately equal identification JSN symptom in DIP and PIP, 95% definition JSN in MCP. …”
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Key strategies for improving management of services of the Russian Federation by O. M. Kulikova

“…The key areas to solve problems and improve the management of the service sector is the introduction of modern methods of simulation, cognitive visualization options theory in management processes in this area, the development of technology and the formation of the optimal use of the resource potential of the processes in this field. …”
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Functional Data Clustering Based on Weighted Functional Spatial Ranks With Clinical Applications by Mohammed Baragilly, Hend Gabr, Brian H. Willis

“…Compared with several other cluster methods, the WFSR algorithm records the lowest misclassification rates over the two real datasets.…”
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Low-Cost, LiDAR-Based, Dynamic, Flood Risk Communication Viewer by Debra F. Laefer, Evan O’Keeffe, Kshitij Chandna, Kim Hertz, Jing Zhu, Raul Lejano, Anh Vu Vo, Michela Bertolotto, Ulrich Ofterdinger

“…This paper proposes a flood risk visualization method that is (1) readily transferable (2) hyperlocal, (3) computationally inexpensive, and (4) geometrically accurate. …”
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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

“…Representative frames are extracted and enhanced for video inputs using one of three techniques: histogram equalization, contrast stretching, or logarithmic transformation. …”
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The Feasibility and Clinical Evaluation of an Immersive Augmented Reality Surgical Headset Integrated with Swept-Source Intraoperative Optical Coherence Tomography for Ophthalmic S... by Masaharu Mizuno, Karen Matar, Reem Amine, Katherine E. Talcott, Jeffrey M. Goshe, William J. Dupps, Sumit Sharma, Asmita Indurkar, John Mamone, Jamie Reese, Sunil K. Srivastava, Justis P. Ehlers

“…., Haifa, Israel) digital visualization platform with swept-source integrated OCT in ophthalmic surgery. …”
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Reduced low-traumatic access thyroidectomy with central neck dissection by A. V. Shabunin, D. D. Dolidze, S. O. Podvyaznikov, K. V. Mel’nik, R. B. Mumladze, A. V. Vardanyan, I. N. Lebedinskiy, Z. A. Bagateliya, N. N. Gogitidze

“…To this end, among other measures, a photodynamic method of parathyroid gland visualization using a photosensitizer, a blue light source and local spectroscopy was employed. …”
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MRI-based 3D models of cranial nerves in clinical care: a systematic review by Manon C. M. Moll, Luc H. E. Karssemakers, Milou Baarsma, Loes M. M. Braun, Leon C. ter Beek, Stevie van der Mierden, Baris Karakullukcu, Ludi E. Smeele, Maarten J. A. van Alphen, Matthijs H. Valstar

“…Certain studies explored alternative visualization modalities, including printed and augmented reality models. …”
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IoT-Driven Intelligent Curing of Face Slab Concrete in Rockfill Dams Based on Integrated Multi-Source Monitoring by Yihong Zhou, Yuanyuan Fang, Zhipeng Liang, Dongfeng Li, Chunju Zhao, Huawei Zhou, Fang Wang, Lei Lei, Rui Wang, Dehang Kong, Tianbai Pei, Luyao Zhou

“…To better understand the temperature changes in face slab concrete and address challenges such as delayed curing and outdated methods in complex and variable environments, this study investigates the use of visualization and real-time feedback control in concrete construction. …”
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