Dual-Stream Contrastive Learning for Medical Visual Representations Using Synthetic Images Generated by Latent Diffusion Model by Weitao Ye, Longfu Zhang, Xiaoben Jiang, Dawei Yang, Yu Zhu

“…Deep learning-based medical image processing methods can enhance diagnostic accuracy while significantly accelerating clinical decision workflows. …”
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A Novel Deeply-Learned Image Quality Analysis Algorithm for Clustering by Zhongzhe Chen, Xing Gao

“…Addressing the limitations of existing deep clustering methods, which struggle with variations in image size and quality and are vulnerable to data noise and model deviations, we propose a deeply-learned clustering paradigm in an unsupervised context. …”
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Research on Weakly Supervised Face Segmentation Technology Based on Visual Large Models in New Media Post-Production by Baihui Tang, Sanxing Cao

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Synergizing natural visual features and 3D building models for robust indoor localization in mixed reality environments by Zhenyu Liu, Christoph Blut, Jörg Blankenbach

“…A main challenge of MR is to accurately align (register) virtual information or objects to the real world, which is a prerequisite for a good visualization and immersive experience. This paper introduces a visual localization method for MR based on the natural feature door and as-planned Building Information Modeling (BIM) models as reference data. …”
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A rapid and visual detection assay for Senecavirus A based on recombinase-aided amplification and lateral flow dipstick by Yiwan Song, Yiwan Song, Yiqi Fang, Yiqi Fang, Shuaiqi Zhu, Shuaiqi Zhu, Weijun Wang, Lianxiang Wang, Wenxian Chen, Wenxian Chen, Yintao He, Yintao He, Lin Yi, Lin Yi, Hongxing Ding, Hongxing Ding, Mingqiu Zhao, Shuangqi Fan, Shuangqi Fan, Zhaoyao Li, Zhaoyao Li, Jinding Chen, Jinding Chen

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A Comparison of Distance Visual Acuity Testing using a Standard ETDRS Chart and a Tablet Device by Almira A Manzano, MD, Michael Angelo N. Lagamayo, MD

“…Objective: To determine if the portable iPad 3rd generation device with an anti-glare screen protector and installed with the 2020 Duo FLEX visual acuity can be used as an alternative method of distance acuity testing and to compare it with a standard ETDRS visual acuity chart. …”
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The Prevalence of Visual Acuity Impairment among School Children at Arada Subcity Primary Schools in Addis Ababa, Ethiopia by Haile Fentahun Darge, Getahun Shibru, Abiy Mulugeta, Yinebeb Mezgebu Dagnachew

“…To determine the prevalence of visual impairment among school children. Materials and Methods. …”
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WTI-SLAM: a novel thermal infrared visual SLAM algorithm for weak texture thermal infrared images by Sen Li, Xiaofei Ma, Rui He, Yuanrui Shen, He Guan, Hezhao Liu, Fei Li

“…The research introduces a new infrared visual odometry that integrates feature-based methods with optical flow techniques, enhancing image processing capabilities to mitigate the issues of high time overhead and cumulative errors in traditional feature-based odometry. …”
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Real-time early corn and weed classification using hybrid visual features based on parallel processing and tracking by Faisal Dharma Adhinata, Wahyono, Raden Sumiharto

“…The speed of video processing is also supported by the machine learning method. The combination of visual features through feature selection is also applied in this research. …”
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Abbreviated 12-Hour Postpartum Magnesium Sulphate Therapy is Equally Effective and Safer Than Standard 24-Hour Therapy in Preeclampsia With Severe Features: Results From A Randomi... by Pradip Kumar Saha, Seema Sheokand, L K Dhaliwal, Rashmi Bagga, Lekha Saha

“…This study compares the efficacy and safety of abbreviated 12-hour versus standard 24-hour MgSO4 therapy during postpartum in patients having preeclampsia with severe features. Materials and methods: Patients having preeclampsia with severe features were randomized 1:1 into the 12-hour and 24-hour groups. …”
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Facial expression morphing: enhancing visual fidelity and preserving facial details in CycleGAN-based expression synthesis by Chayanon Sub-r-pa, Rung-Ching Chen, Ming-Zhong Fan

“…To address this issue, we introduce the Facial Expression Morphing (FEM) algorithm, a novel post-processing method designed to enhance the visual fidelity of CycleGAN-based outputs. …”
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Attractive Visuality Generation Within the 360˚-VR Video Format as a Technological Trend in Modern Film Production by Ігор Печеранський

“…A comprehensive consideration of the issue with the use of general scientific and special methods (problem-logical, theoretical-informational, art studies, comparative analysis, the method of analogy, abstraction, induction, and deduction) demonstrates that one of the key trends in modern film production is the creation of a “multinarrative space” (A. …”
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Prenatal exposure to polyfluoroalkyl substances and visual acuity in preschool children: Findings from the Guangxi Zhuang birth cohort in China by Lidi Lei, Fangfang Lv, Peini Lu, Caimei Mo, Jinxiu Li, Xuemei Xu, Gangjie Wei, Xuanqian Huang, Xiaoqiang Qiu, Dongping Huang, Xiaomei Zhou, Hui Wei, Xiaoyun Zeng, Shun Liu

“…However, the effects on visual system had not been previously explored. Objective: The study aimed to assess the association between prenatal exposure to PFASs and visual acuity and visual impairment in preschool children. …”
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Revealing the Relationship Between Urban Park Landscape Features and Visual Aesthetics by Deep Learning-Driven and Spatial Analysis by Jiaxuan Shi, Lyu Mei, Yumeng Meng, Weijun Gao

“…Five urban parks were chosen to evaluate landscape visual quality by using the Scenic Beauty Estimation (SBE) method. …”
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Multimodal learning audio-visual detection for obtaining object-level sound sources in Japanese-language teaching room by Lu Li, Xiuxiu Bai, Junxiu Xu, Dingkang Wang, Tao Jiang

“…To evaluate the proposed method, we construct an AVD benchmark that provides object-level annotations according to the sound sources in the videos. …”
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Prediction of near visual acuity for intraocular lens with an extended range of focus technology based on preoperative biometry data by E.V. Danilenko, A.N. Kulikov, N.V. Nevin

“…Purpose. To develop a method for predicting near visual acuity at 40 cm after TECNIS Symphony IOL implantation based on preoperative biometry data. …”
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The effect of visual feedback on balance rehabilitation in people with impaired ankle instability: a systematic review and meta-analysis by Chuan qiu shui Wang, Kun Wang, Liang Sun, Shi qi Liu, Jiong Luo

“…However, inconsistencies exist in the scientific literature regarding the effect size of visual feedback and the optimal method of delivery. …”
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PLY-SLAM: Semantic Visual SLAM Integrating Point–Line Features with YOLOv8-seg in Dynamic Scenes by Huan Mao, Jingwen Luo

“…A series of simulations and experiments demonstrate the superior performance of our method.…”
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Ensemble of deep learning and IoT technologies for improved safety in smart indoor activity monitoring for visually impaired individuals by Mesfer Al Duhayyim

“…A wide range of simulation analyses are implemented to ensure the enhanced performance of the EDLES-SIAM method under the fall detection dataset. The performance validation of the EDLES-SIAM method portrayed a superior $$\:acc{u}_{y}$$ , $$\:pre{c}_{n}$$ , $$\:rec{a}_{l}$$ , and $$\:{F1}_{score}$$ of 99.25%, 98.00%, 98.53%, and 98.23% over existing techniques in terms of dissimilar evaluation measures.…”
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Sensory–Cognitive Profiles in Children with ADHD: Exploring Perceptual–Motor, Auditory, and Oculomotor Function by Danjela Ibrahimi, Marcos Aviles, Rafael Rojas-Galván, Juvenal Rodríguez Reséndiz

“…The study further examined how hyperactivity, age, and gender may influence these domains. Methods: A total of 70 non-medicated children with clinically diagnosed ADHD (mean age = <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>9.1</mn><mo>±</mo><mn>2.4</mn></mrow></semantics></math></inline-formula> years; 67.1% male), all with normal visual acuity, were assessed using four standardized instruments: the Test of Auditory Processing Skills, Third Edition (TAPS-3), the Test of Visual Perceptual Skills, Fourth Edition (TVPS-4), the Beery–Buktenica Developmental Test of Visual–Motor Integration, Sixth Edition (VMI-6), and the Developmental Eye Movement (DEM) Test. …”
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