Visualizing UNet Decisions: An Explainable AI Perspective for Brain MRI Segmentation by D. Jeya Mala, Mainak Chattopadhyay, Parthiba Mukhopadhyay, Roopak Sinha

“…A comprehensive analysis of the results highlights the clinical implications of these findings, addressing the relative utility of different XAI methods in visualizing UNet’s outputs using metrics like fidelity, unambiguity and stability. …”
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Design and Application of Multimedia Technology-Based Curriculum for Visual Communication Majors by Chibo Zhang, Yongli Zhao

“…And multimedia technology is gradually being applied in the field of education and teaching, becoming one of the driving forces to promote the evolution of teaching methods and teaching modes. Multimedia technology, as a medium of visual symbolic communication with the times, can not only expand and extend the depth and breadth of visual communication professional teaching but also promote the improvement of teaching methods and modes. …”
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Comparison of Artificial Intelligence-based learning with the traditional method in the diagnosis of COVID-19 chest radiographs among postgraduate radiology residents by Ayesha Isani Majeed

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EVALUATION OF THE RELIABILITY AND CONCORDANCE OF VISUAL WEIGHT ASSESSMENT IN WATER BUFFALO FEMALES by Jesús Ignacio Vázquez-Bolaina, Rosario E. Salazar-Cuytun, Alvar Alonzo Cruz-Tamayo, Roberto C. Barrientos-Medina, José Carlos Escobar-España, Ricardo A. Garcia-Herrera, Alfonso Juventino Chay-Canul

“…Correlations between observed BW and mean predicted BW for visual methods showed a positive and significant relationship (P<0.001), with an r value of 0.95. …”
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The influence of the sociology of culture on the design of visual advertisements directed to Saudi society by Anhar Yousef Hawsawi, Abeer Muslim Alsaadi

“… The purpose of the research is to describe and analyse the content of visual declarations directed at Saudi society in the light of the sociology of culture, to determine their subjects and to identify the main objectives of visual declarations and their cultural components, the study population consists of fixed visual advertisements, directed at Saudi society, the study sample was selected in an intentional way, numbering 50 ads, fixed during the 2016-2022 period, the research was based on the analytical descriptive approach, and the study sample content analysis card was designed, the study concluded that the promotion of commercial products and services is the most common subject, the contents of the most widely used visual advertising elements are (Arabic language, avoiding deception and misinformation, observing the political values of the Saudi society - advertisements free of phrases, and the indecent images - their compatibility with religious teachings), ratios decreased in terms of (taking into account the family values of the Saudi society - the ads fit with the customs, traditions and customs of the Saudi society - staying away from the transfer and translation of ads of other societies - not exaggerating and aimless costing - meeting the cultural desires and needs of the community - enhancing the ads for the cultural identity of the community), the most important recommendations preparing studies on the design of visual advertisements using the survey tool and knowing the opinions of society in terms of sociocultural, preparing studies on the methods of visual advertisements in the Kingdom in terms of aesthetic and design, developing advertising methods using contemporary tools that enable the user to interact with advertisement. …”
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Computer visual syndrome: a need to overcome in primary health care by Xiomara Vasallo García, Loreta Sánchez Ortiz, Lisandra Sànchez Peñalver, Vismary Valdés Vales, Estela del Sol Liriano, Ana Home Martìnez

“…Methods: a cross-sectional descriptive study was carried out at the Faculty of Medical Sciences of Cienfuegos in 2022. …”
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Street Patterns, Visual Permeability, and Spatial Accessibility of Downtown: The Case of Baghdad by Noor Hadi Alsaffar, Dhirgham Alobaydi

“…A comprehensive methodology was developed for this research that combined qualitative and quantitative methods, including field survey, GIS digitization, and space syntax analysis, which enabled an in-depth investigation into the street pattern, visual permeability, and spatial accessibility of the chosen case studies. …”
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Incorporating Topological Priors Into Low-Dimensional Visualizations Through Topological Regularization by Edith Heiter, Robin Vandaele, Tijl de Bie, Yvan Saeys, Jefrey Lijffijt

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Visual Prompt Learning of Foundation Models for Post-Disaster Damage Evaluation by Fei Zhao, Chengcui Zhang, Runlin Zhang, Tianyang Wang

“…In this framework, we propose a learnable cascaded Visual Prompt Generator (VPG) that provides semantic visual prompts, guiding SAM to effectively analyze pre- and post-disaster image pairs and construct a nuanced representation of the affected areas at different stages. …”
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The Effect of Vertical Orientation of Sportswear Images on Attracting Customers' Visual Attention by Farangis Najafi, Seyede Nahid Shetab Boushehri, Amin Khatibi, Tahereh Azmsha

“…Purpose: Today, consumer behavior has changed from traditional methods to online methods. However, the factors that may attract consumer visual attention online have yet to be studied. …”
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Enhancing Visual Place Recognition With Hybrid Attention Mechanisms in MixVPR by Jun Hu, Jiwei Nie, Zuotao Ning, Chaolu Feng, Luyang Wang, Jingyao Li, Shuai Cheng

“…Visual Place Recognition (VPR) is a fundamental task in robotics and computer vision, where the ability to recognize locations from visual inputs is crucial for autonomous navigation systems. …”
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Visual Point Cloud Map Construction and Matching Localization for Autonomous Vehicle by Shuchen Xu, Kedong Zhao, Yongrong Sun, Xiyu Fu, Kang Luo

“…Thus, this paper proposes a visual point cloud map (VPCM) construction and matching localization for autonomous vehicles. …”
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Surface-Based Analyses of Anatomical Properties of the Visual Cortex in Macular Degeneration. by Doety Prins, Tina Plank, Heidi A Baseler, André D Gouws, Anton Beer, Antony B Morland, Mark W Greenlee, Frans W Cornelissen

“…In contrast to our previous VBM analysis, SBM revealed no volumetric reductions of the visual cortex. This suggests that the cortical changes in AMD patients are relatively subtle, as they apparently can be missed by one of the methods.…”
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Explainable machine learning framework for cataracts recognition using visual features by Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

“…Finally, an ensemble multi-class ridge regression method is applied to recognize the cataracts severity levels based on the selected visual features. …”
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Light adaptive image enhancement for improving visual analysis in intercropping cultivation by Wei Zhong, Wanting Yang, Yunfei Wang, Xiang Dong, Xiaowen Wang, Weidong Jia, Mingxiong Ou, Mingde Yan

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Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion by Junkai Zhang, Bin Li, Shoujun Zhou

“…To address these issues, this study proposes a Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion (HiCA-VQA) method. …”
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Expert (Medical) Assessment of the Main Patients Complaints with Computer Visual Syndrome by I. G. Ovechkin, E. I. Kovrigina, O. G. Leksunov, M. E. Konovalov

“…The purpose is to conduct an expert (medical) assessment of the main complaints of patients with symptoms of computer visual syndrome (CVS).Methods: as part of the preliminary stage of work, an individual interview was performed (according to the standard developed methodology) with 100 patients aged 24–36 years, whose professional daily activity (at least 2 years) was characterized as visually-intense work associated with electronic systems displaying information (at least 4 hours a day) and with a fairly high level of responsibility for the final result. …”
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Dashboards for visual display of patient safety data: a systematic review by Hardeep Singh, Daniel R Murphy, Dean F Sittig, April Savoy, Tyler Satterly

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Visual Research of Global Orphan Drug from a Bibliometric Perspective by Wen X, Jin G, Wu C

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Vection in Individuals with and without Concussion: Associations with Postural Responses and Visual Dependence by Grace A. Gabriel, Meaghan S. Adams, Behrang Keshavarz, Lauren E. Sergio, Jennifer L. Campos

“…Postural sway during visual motion was measured. Baseline tests assessed concussion symptoms and sensory functioning, including visual dependence…”
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