Preliminary Quantitative Evaluation of the Optimal Colour System for the Assessment of Peripheral Circulation from Applied Pressure Using Machine Learning by Masanobu Tsurumoto, Takunori Shimazaki, Jaakko Hyry, Yoshifumi Kawakubo, Takeshi Yokoyama, Daisuke Anzai

“…These findings demonstrate that it is feasible to quantitatively evaluate skin colour changes associated with pressure, suggesting that this approach can serve as a valuable indicator for dimensionality reduction in feature extraction for machine learning and is potentially an effective method for preventing pressure-induced skin injuries.…”
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Chemical Analysis of the Main Groups of Biologically Active Substances in Sedative Collection by E. A. Zamakhaeva, O. A. Oleshko, O. V. Yaborova, M. M. Smirnova

“…Quantitative determination of biologically active substances of the collection was carried out by spectrophotometric method [Jenway PortLab 511 UV spectrophotometer PortLab Int., UK)] and by visual titration.Results and discussion. …”
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Eye in the Sky for Sub-Tidal Seagrass Mapping: Leveraging Unsupervised Domain Adaptation with SegFormer for Multi-Source and Multi-Resolution Aerial Imagery by Satish Pawar, Aris Thomasberger, Stefan Hein Bengtson, Malte Pedersen, Karen Timmermann

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Animation Pose Generation Model Based on Kinect Depth Image and Occlusion-Robust Pose-Maps Algorithm by Zhenxi Yu, Ting Wang, Peng Tian, Xuejie Li

“…This model innovatively combines Kinect depth information with monocular visual pose estimation results, utilizing an improved combination point representation method and Kalman filter data fusion strategy. …”
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Better Skeleton Better Readability: Scene Text Image Super-Resolution via Skeleton-Aware Diffusion Model by Shrey Singh, Prateek Keserwani, Partha Pratim Roy, Rajkumar Saini

“…Existing diffusion-based approaches for STISR primarily rely on text-prior information but often overlook the importance of explicitly modeling the visual structure of the text. In this paper, we propose a novel Skeleton-Aware Diffusion Method (SADM) for STISR, which introduces text skeletons as structural guidance to the diffusion process. …”
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A Hybrid Framework for Referring Image Segmentation: Dual-Decoder Model with SAM Complementation by Haoyuan Chen, Sihang Zhou, Kuan Li, Jianping Yin, Jian Huang

“…Traditional approaches to RIS have primarily focused on pixel-level classification. These methods, although effective, often overlook the interconnectedness of pixels, which can be crucial for interpreting complex visual scenes. …”
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Optical Correction of Keratoconus with a Scleral Gas-Permeable Lenses by A. V. Myagkov, Yu. B. Slonimskiy, E. V. Belousova, T. S. Mitichkina, L. R. Bunyatova

“…Advanced medical equipment for topographic mapping and measuring the cornea makes it much easier for ophthalmologists to diagnose keratoconus and choose more effective treatment methods: crosslinking or surgical treatment. Later it allows to stabilize keratoconus, but does not provide high visual acuity due to the induction of optical aberrations, including high order optical aberrations. …”
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The role of game-based learning in dermatology: a scoping review on patient education by Dichitchai Mettarikanon, Chime Eden, Weeratian Tawanwongsri

“…In dermatology—where visual recognition and adherence to treatment are particularly important—GBL may offer unique educational advantages.MethodsThis scoping review aimed to map the existing literature on the use of GBL in dermatology patient education and to identify gaps for future investigation. …”
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Research Progress on the Potential Pathogenesis of Persistent Postural–Perceptual Dizziness by Chen Qin, Ruyi Zhang, Zhihui Yan

“…Consequently, there is no objective examination method for the disease, and the diagnosis primarily depends on the symptoms of the patient, which lack specificity. …”
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Image-based yield prediction for tall fescue using random forests and convolutional neural networks by Sarah Ghysels, Bernard De Baets, Dirk Reheul, Steven Maenhout

“…In the early stages of selection, many plant breeding programmes still rely on visual evaluations of traits by experienced breeders. …”
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Effect of diabetes on central macular thickness quantitatively measured using optical coherence tomography at Sidi-Hussein Health Center, Benghazi, Libya by Mervat Omear, Samar Bukhatwa, Fatma Benkhaial

“…Subjects and Methods: The data of 393 (786 eyes) patients with diabetes (type II) were reviewed. …”
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Rice Leaf Nutrient Deficiency Classification System Using CAR-Capsule Network by M. Amudha, K. Brindha

“…CAR-Capsnet’s innovative use of contextual attention routing significantly enhances the model’s ability to navigate and interpret complex visual features and patterns, leading to improved classification accuracy compared to previous routing methods. …”
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Beyond Granularity: Enhancing Continuous Sign Language Recognition with Granularity-Aware Feature Fusion and Attention Optimization by Yao Du, Taiying Peng, Xiaohui Hu

“…We introduce a feature fusion method for integrating visual features of disparate granularities and refine the metric of attention to enhance the Transformer’s comprehension of video content. …”
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Comparison of the Early Clinical Outcomes between Combined Small-Incision Lenticule Extraction and Collagen Cross-Linking versus SMILE for Myopia by Alex L. K. Ng, Tommy C. Y. Chan, George P. M. Cheng, Vishal Jhanji, Cong Ye, Victor C. P. Woo, Jimmy S. M. Lai

“…To compare the early outcome of combined SMILE and collagen crosslinking (SMILE Xtra) with SMILE. Method. Prospective, comparative interventional study of 21 eyes receiving SMILE Xtra using a low energy protocol and 32 control eyes receiving SMILE only. …”
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Building performance simulation for sensemaking in architectural pedagogy by Martha Bohm

“…Students used BPS to design buildings, using visual audits to build trust in the results about performance; precision was downplayed in favor of actionable information. …”
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Memory Monitoring Recognition Test (MMRT), a new measurement of stimular source monitoring: Software and comprehension. by Pedro C Martínez-Suárez, José Alejandro Valdevila Figueira, Joselyn M Luna-Cambi, Carlos E Guerrero-Granda, Rocío Valdevila Santiesteban

“…The test is structured in stages, allows voice accessibility for people with visual disabilities and provides comprehensive user management. …”
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Cadaveric Training for Peripheral Neuropathy: Bridging Anatomy, Precision, and Surgical Proficiency by Marcos Daniel Arciniega, Prudhvi Gundupalli, Alexandra Munson, Laszlo Nagy

“…<b>Conclusions:</b> Here, we show that cadaver-based medical education offers a realistic and controlled environment for exploring anatomical variability and refining surgical techniques. This method allows for a visual, mental, and tactile understanding, while performing minimally invasive procedures with a microscope on cadavers further enhances trainees’ proficiency, precision, and confidence, equipping them with the skills needed for improved surgical outcomes.…”
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Automatic Calculation of Average Power in Electroencephalography Signals for Enhanced Detection of Brain Activity and Behavioral Patterns by Nuphar Avital, Nataniel Shulkin, Dror Malka

“…However, accurately visualizing brain regions and behavioral patterns from neural signals remains a significant challenge. …”
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Quantitative research on aesthetic value of the world heritage karst based on UGC data: A case study of Huangguoshu Scenic Area. by Xi Zhao, Kangning Xiong, Meng Zhang

“…This method enhances the data source channel, which is conducive to obtaining the correct tourist evaluation orientation. …”
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A novel releasable wick suture for early intraocular pressure control in Baerveldt tube surgery by Tung T. Hoang, Edward Lo-Cao, Shenouda Girgis, Ridia Lim

“…Safety, visual acuity and wick removal data were also collected. …”
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