Assessment of human emotional reactions to visual stimuli “deep-dreamed” by artificial neural networks by Agnieszka Marczak-Czajka, Timothy Redgrave, Mahsa Mitcheff, Michael Villano, Adam Czajka

“…Understanding these mechanisms allows for designing methods that synthesize images attenuating or enhancing selected emotional states, which may provide unobtrusive and widely-applicable treatment of mental dysfunctions and disorders.MethodsThe Convolutional Neural Network (CNN), a type of ANN used in computer vision tasks which models the ways humans solve visual tasks, was applied to synthesize (“dream” or “hallucinate”) images with no semantic content to maximize activations of neurons in precisely-selected layers in the CNN. …”
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Aesthetic experiences across visual perception and mental imagery: Behaviorally indistinguishable, neurally distinct by Maximilian Kathofer, Claus Lamm, Helmut Leder, Julia Sophia Crone

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Cross-domain autonomous driving visual segmentation based on enhanced target data learning by Chaoyu Rao, Xiaoyong Fang, Yunzhe Zhang, Wanshu Fan, Dongsheng Zhou

“…Within the broader context of Information and Communications Technology (ICT), the quest for reliable and scalable visual segmentation methods poses significant challenges, particularly in autonomous driving, where real-world scene complexity requires advanced solutions. …”
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Rationale for the use of electrophoresis of drugs in post-stroke patients with visual impairments: a review by Detelina B. Kulchitskaya, Tatiana V. Konchugova, Tatyana V. Marfina, Tatiana V. Apkhanova

“…Among the best-known physiotherapeutic methods is drug electrophoresis. MAIN CONTENT OF THE REVIEW. …”
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Remote concussion history does not affect visually-guided reaching in young adult females by Christopher Fueger, Lauren E Sergio, Sabine Heuer, Labina Petrovska, Wendy E Huddleston

“…Materials & methods: 20 females w...…”
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Balancing Precision and Speed: Introducing the Performance Efficiency Evaluation Ratio (PEER) in Visual Odometry by Cem Atilgan, Muharrem Mercimek

“…Provides high precision without relying on external sensors such as GPS. However, real-time visual odometry systems must strike a balance between computational correctness and speed, a critical yet often overlooked trade-off in existing evaluation methods. …”
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Validation of the visual body image classification in adolescent idiopathic scoliosis: a retrospective study by Han Sol Kim, Jae Yoon Jeong, Yoon Jae Cho, Tae Sik Goh, Jung Sub Lee

“…Therefore, we sought to determine whether a classification method based on visual body images obtained through photography can be used to diagnose scoliosis. …”
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Application of virtual reality technology in elderly frailty rehabilitation: a bibliometric and visual analysis by ZHOU Hui, CHEN Shuo, WENG Changshui, JIANG Tianyu, ZHANG Chi, ZHANG Li

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Incorporating long-tail data in complex backgrounds for visual surface defect detection in PCBs by Liying Zhu, Sen Wang, Mingfang Chen, Aiping Shen, Xuangang Li

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Geriatric Syndromes among Patients with Nuclear Cataract Depending on Visual Acuity without Correction by O. L. Fabikantov, R. E. Osmanov, E. V. Popova

“…To study the prevalence of geriatric syndromes among patients with UC, depending on visual acuity without correction.Patients and methods. …”
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Enhanced lightweight infrared object detection algorithm for assistive navigation in visually impaired individuals by Zhimin Bai, Yang Yang, Jian Wang, Zhengyang Li, Jiajun Wang, Chunxin Liu

“…Compared to other assistive travel methods for visually impaired individuals, our work demonstrates superior practicality.…”
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A Practical Multimodal Fusion System With Uncertainty Modeling for Robust Visual and Affective Applications by Lei Pan, Xingyu Han, Xiaoming Liu, Yang Liu

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Computer Vision With Explainable Artificial Intelligence for Visual Pollution Detection in the Kingdom of Saudi Arabia by Alanoud Al Mazroa, Mohammed Maray, Abdullah M. Alashjaee, Faiz Abdullah Alotaibi, Ahmad A. Alzahrani, Abdulwhab Alkharashi, Shoayee Dlaim Alotaibi, Mrim M. Alnfiai

“…Building automated pollutants or pollution detection methods became progressively popular owing to the present growth of improved artificial intelligence methods. …”
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Impact of fractal visual stimulation on healthy rabbit retina: functional, morphometric and biochemical studies by V. V. Neroev, M. V. Zueva, N. V. Neroeva, D. V. Fadeev, I. V. Tsapenko, T. D. Okhotsimskaya, V. I. Kotelin, T. A. Pavlenko, N. B. Chesnokova

“…Purpose: to investigate the changes of electrophysiological activity of healthy rabbit retina occurring in courses of fractal stimulation (FS) of varied duration in order to obtain new scientific data on how fractal visual signals of low intensity, self-similar with respect to time, affect the retina.Material and methods. 12 healthy Chinchilla rabbits (24 eyes), were examined before and after FS courses that lasted 1, 4 or 12 weeks, using electroretinographic (ERG), morphometric (optical coherence tomography) and biochemical methods (detection of dopamine in the tear). …”
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228 Visualizing impact: Operationalizing community engagement evaluation using the RE-AIM framework by Brian Do-Golden, Nicole Wolfe, Nicole MG Maccalla, Michele D. Kipke

“…Methods/Study Population: We applied the RE-AIM framework to guide the operationalization of evaluation methods, defining the RE-AIM dimensions generally with a focus on reach, effectiveness, and implementation. …”
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Rapid and Visual Detection of Mycobacterium tuberculosis Complex Based on Multiplex Recombinase Polymerase Amplification by Xiaoyan Tan, Yongcong Li, Xufu Xiang, Wei Wu, Gang Wang, Sai Zhang

“…Currently, available diagnostic methods are often too costly or insufficiently sensitive for effective use in low‐ and middle‐income countries. …”
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E-CLIP: An Enhanced CLIP-Based Visual Language Model for Fruit Detection and Recognition by Yi Zhang, Yang Shao, Chen Tang, Zhenqing Liu, Zhengda Li, Ruifang Zhai, Hui Peng, Peng Song

“…This research provides new insights and methods for the practical application of smart agriculture.…”
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Influence of Personal Respiratory and Visual Protective Equipment on the Development and Progression of Dry Eye Syndrome by A. V. Kuroyedov, P. Ch. Zavadski, A. Yu. Brezhnev, V. V. Gorodnichii, I. R. Gazizova, A. V. Seleznev, O. N. Onufriichuk, Yu. I. Razhko, Z. M. Nagornova

“…To study the influence of personal protective equipment (PPE) of the respiratory and visual systems on the development and progression of dry eye syndrome (DES) and its relationship with other risk factors for medical workers.Patients and methods. …”
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Global trends and hotspots of adolescent eating disorders: a bibliometric study and visual analysis by Qian Ye, Qian Ye, Yiling Yang, Yue Qi, Jiale Li, Huijuan Lei, Lina Sun, Jie Zhang

“…Consequently, this study aims to employ bibliometric methods to analyze published literature, providing a comprehensive and systematic summary of the current research advancements and hotspots in the field of adolescent eating disorders, as well as to forecast potential research directions and future trends.MethodsWe retrieved studies related to adolescent eating disorders from the Web of Science Core Collection database, covering the period from January 1, 2011, to December 31, 2024. …”
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Scanpath Eye Movements during Visual Mental Imagery in a Simulated Hemianopia Paradigm by Thomas G. Liman, Wolfgang H. Zangemeister

“…EM of twenty subjects were recorded under SH condition during viewing and subsequent visual imagery of complex pictures. Using evaluated string editing methods viewing and imagery scanpaths were compared. …”
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