Part-Prototype Models in Medical Imaging: Applications and Current Challenges by Lisa Anita De Santi, Franco Italo Piparo, Filippo Bargagna, Maria Filomena Santarelli, Simona Celi, Vincenzo Positano

“…Most of the existing XAI applications in MI are focused on interpreting the predictions made using deep neural networks, typically including attribution techniques with saliency map approaches and other feature visualization methods. However, these are often criticized for providing incorrect and incomplete representations of the black-box models’ behaviour. …”
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A global object-oriented dynamic network for low-altitude remote sensing object detection by Daoze Tang, Shuyun Tang, Yalin Wang, Shaoyun Guan, Yining Jin

“…Furthermore, experiments assessing robustness and deployment on edge devices validate the algorithm’s scalability and practical applicability. Visualization methods further highlight the algorithm’s performance advantages. …”
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Color and photography in the restorative dentistry. A brief communication about color temperature, dental color and the use of light and photography in dental practice by S. Spanò, P. Messina, G A. Scardina

“…Well executed photograph makes it possible to obtain high quality images that can be evaluated in the project of a restoration and in the communication of teeth color and shade, and repeatable color evaluations, although the exact rendering of the color in digital images still has a slight discrepancy between images and natural objects. The visual method is more subject to variables instead.…”
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Visualizing the Philippines’ SDG 11.3.1 Status and Progress Using Open-Source Geospatial Software and Earth Observation Datasets by J. R. Santillan, J. R. Santillan, C. Heipke

“…By following the "where-when-what-how" framework of SDG visualization system development, we address the need for effective visualization methods while showcasing the potential of accessible datasets and technology in supporting sustainable development monitoring efforts across different administrative levels. …”
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A Micro-Topography Enhancement Method for DEMs: Advancing Geological Hazard Identification by Qiulin He, Xiujun Dong, Haoliang Li, Bo Deng, Jingsong Sima

“…Geological hazards in densely vegetated mountainous regions are challenging to detect due to terrain concealment and the limitations of traditional visualization methods. This study introduces the LiDAR image highlighting algorithm (LIHA), a novel approach for enhancing micro-topographical features in digital elevation models (DEMs) derived from airborne LiDAR data. …”
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Becoming activists: how young athletes use visual tools for civic action and meaning-making within participatory research by Daniel Vieira, Daniel Vieira, Teresa Silva Dias, Teresa Silva Dias, Marta Sampaio, Marta Sampaio, Sofia Castanheira Pais, Sofia Castanheira Pais, Norberto Ribeiro, Norberto Ribeiro, Cosmin Nada, Cosmin Nada, Cosmin Nada, Carla Malafaia, Carla Malafaia

“…How can participatory research, combined with visual methods, enable young people to grow as engaged citizens in their communities? …”
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Evaluation and spatiotemporal evolution of veterinary talent competitiveness: a new perspective of veterinary education by Xianhang Xu, Mohd Anuar Arshad, Yugang Jian, Arshad Mahmood, Mengdie Dong

“…Starting from an industrial perspective, the introduction of scientific analytical methods for studying veterinary talent competitiveness offers a new view on veterinary education and helps to improve the quality of veterinary education and talent cultivation.MethodsThis study develops a veterinary talent competitiveness evaluation index based on the characteristics of veterinary talent. It proposes a visual method to analyze the level and spatiotemporal evolution of veterinary talent competitiveness using the Entropy method and ArcGIS tools, with Western China as a case study. …”
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Ferroelectric domain engineering of Lithium niobate by Jackson J. Chakkoria, Aditya Dubey, Arnan Mitchell, Andreas Boes

“…Further, the review provides a brief overview of domain visualization methods, which is crucial to gain insights into domain quality/shape and explores the adaptability of the proposed domain engineering methodologies for the emerging thin-film lithium niobate on an insulator platform, which creates opportunities for developing the next generation of compact and scalable photonic integrated circuits and high frequency acoustic devices.…”
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Pengaruh Luas Penutupan Terumbu Karang Pada Lokasi Biorock dan Reef Seen Terhadap Keragaman Spesies Ikan di Wilayah Perairan Pemuteran, Bali <br><i>[Closure Area Effect On Reefs... by A. Shofy Mubarak, Destya Twinandia, Akhmad Taufiq Mukti

“…Research carried out by using the line transect method or Point Intercept Transect (PIT) with a direct enumeration technique Cencus Visual Method (VCM) and photo transects for data reef fish and coral reef data. …”
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Virtual reality-augmented differentiable simulations for digital twin applications in surgical planning by Robin Cremese, Charlotte Godard, Alexis Bénichou, Thomas Blanc, Iwan Quemada, Christian L. Vestergaard, Bassam Hajj, Alex Barbier–Chebbah, François Laurent, Jean-Baptiste Masson

“…The approach combines these advanced computational techniques with state-of-the-art visualization methods to enhance surgical planning precision and efficiency. …”
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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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SegR3D: A Multi-Target 3D Visualization System for Realistic Volume Rendering of Meningiomas by Jiatian Zhang, Chunxiao Xu, Xinran Xu, Yajing Zhao, Lingxiao Zhao

“…Our experimental results indicate that SegR3D demonstrates superior efficacy in the visual analysis of meningiomas compared to conventional visualization methods.…”
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Molecular genetic methods for intestinal microbiome investigation by O. L. Kardymon, A. V. Kudryavtseva

“…Meanwhile, today, to distinguish species and strains of microorganisms at DNAs or RNA level, standard culture and visual method are combined to molecular biology and genetics methods even more frequently. …”
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A Data Model and Method Framework for Cyberspace Map Visualization by Zheng Zhang, Chenghu Zhou, Minjie Chen, Yibing Cao, Shaojing Fan

“…However, current geographic information data models are not suitable for representing cyberspace features and their relations, and there is a lack of general and systematic cyberspace map visualization methods. To address these problems, this paper introduces an integrated data model that aligns spatial and cyberspace features based on a “proxy mode”. …”
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Sounds and Sights of Motivation: Using Digital Encouragement and Dissociation Strategies during Cardiopulmonary Exercise Testing To Improve Patient Engagement and Diagnostic Qualit... by Sascha Ketelhut, Ralf Brand, Anna Lisa Martin-Niedecken, Daniel Hug

“…Future research should systematically evaluate these strategies to create more immersive and engaging experiences, increasing effort and standardizing encouragement. Adaptive audio-visual methods could improve test reliability, validity, and workflows while enhancing participant enjoyment. …”
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An Immersive Hydroinformatics Framework with Extended Reality for Enhanced Visualization and Simulation of Hydrologic Data by Uditha Herath Mudiyanselage, Eveline Landes Gonzalez, Yusuf Sermet, Ibrahim Demir

“…The study details the shift from traditional 2D data visualization methods in hydrology to more advanced XR technologies, including virtual and augmented reality. …”
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Counter-imaging Australia’s agricultural landscapes for digital sustainability communication by Joshua Zeunert, Alys Daroy

“…The methodology integrates systematic spatial-statistical analysis, typological classification, continental-scale field research, a visual method for drone-image capture, and the immersive online dissemination archive. …”
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STATISTICAL ANALYSIS AND INTERPRETATION OF THE HYPSOMETRIC UNIFORMITY (NON-UNIFORMITY) FOR THE REALIZATION OF THE GEOSPHERE MODEL OF STABILITY OF GEOSYSTEMS IN DAGHESTAN by L. Sh. Akhmedova, N. O. Guseynova

“…In order to introduce the geosphere sustainability model of geosystems in the territory of the Republic of Dagestan, we conducted a statistical analysis and interpretation using a hypsometric analysis of the territory based on a detailed study of the relief morphology using mathematical statistics and visualization methods.Methods. The morphological structure of the territory is determined using the method of planimetry at given intervals of heights according to a hypsometric map to a scale of 1: 1,000,000; morphometric analysis of the territory was carried out using a greater number of altitudinal gradations at predetermined border intervals above 500 m of height; hypsometric map was visualized using MapInfo Pro GIS.Results and discussion. …”
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Malignant Neurofibroma (Neurogenic Sarcoma) of the Mammary Gland (Clinical Case Description) by Kens А., Kens А.-М.

“…The clinical examination of the disease, the data of the visualization methods of diagnosis (ultrasonography, mammography) and the morphological (cytological and histological) study of biopsy samples gave grounds to suspect the patient’s presence of a wide range of possible diseases: malignant fibroadenoma, myofibroblastoma, nodular fasciitis. …”
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Virtual pharmacy as a component of the electronic educational environment at the Department of Pharmacology in order to increase the clarity and efficiency of assimilation of educa... by Yu. V. Tuzkova, N. P. Vanchakova

“…A survey of students found high interest in using visual methods and, in particular, a virtual pharmacy. …”
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