A web-based machine learning framework for building energy efficiency prediction by B.S.S.V. Ramana, S. Chanikya Kumar, N. Bharath Kumar, Attuluri R. Vijay Babu

“…The system supports real-time web-based predictions with visual diagnostics, user feedback mechanisms, and is designed for future integration of dynamic inputs like weather and occupancy, supporting model update mechanisms, and expanding deployment on scalable cloud platforms for broader adoption in sustainable design workflows.…”
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Disentangling High-Paced Alternating I/O in Gaze-Based Interaction by Yulia G. Shevtsova, Artem S. Yashin, Sergei L. Shishkin, Anatoly N. Vasilyev

“…” However, gaze should also support information flow in the opposite direction, namely, “input” to the user’s visual system from a machine’s output. The two functions can be easily separated in some tasks, like eye typing, but more complex scenarios typically require users to perform additional actions to avoid misinterpreting their intent. …”
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Exploration of the molecular mechanism of melatonin against polycystic ovary syndrome based on a network pharmacology approach and experimental validation by Ran Cheng, Ran Cheng, Ran Cheng, Ying Zhu, Sheng-kai Wang, Chun-Xiao Zong, Hong-Li Zhao, Hong-Li Zhao, Hong-Li Zhao, Qin Zhang, Qin Zhang, Qin Zhang

“…Targets related to PCOS were extracted from three databases: DisGeNET, GeneCards, and the National Center for Biotechnology Information gene. To visualize the relationships between proteins, a protein-protein interaction network was generated using the STRING database. …”
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Anticipation in soccer: skilled players benefit from early pattern recognition in corner kick situations by Lovro Ivosevic, Tino Stöckel

“…Future studies should explore these effects for situations like other set pieces or team-tactics.…”
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Transcorneal electrical stimulation: impact on healthcare and future potential by Takeshi Morimoto

“…In summary, TES represents a versatile and promising therapy for retinal and neurological disorders, and ongoing advancements will likely expand its applications in clinical practice. …”
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Robotic Assistant for Object Recognition Using Convolutional Neural Network by Sunday Oluyele, Ibrahim Adeyanju, Adedayo Sobowale

“… Visually impaired persons encounter certain challenges, which include access to information, environmental navigation, and obstacle detection. …”
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Designing a System Architecture for Dynamic Data Collection as a Foundation for Knowledge Modeling in Industry by Edmund Radlbauer, Thomas Moser, Markus Wagner

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Assessment of the Correspondence Between User Needs and Classroom Design Criteria for Pre-Schoolers with Autism Spectrum Disorder in Turkey by ABDALLAH Luqmaan Fihri, ERÇİN Çilen

“…The study recommends enhancing classroom design by increasing group work areas, providing quiet spaces and cloakrooms, incorporating visual cues, improving acoustics, optimizing natural lighting, increasing access to outdoor play areas, and providing financial support for necessary tools like computers. …”
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Research advances of matrix metalloproteinases family in uveal melanoma by Yuning Chen, Yunyu Yan, Wenbin Wei

“…As the most frequent intraocular malignant tumor in adults, uveal melanoma (UM) poses a great threat to patients' visual acuity and lives. MMPs contribute to UM progression by promoting extracellular matrix degradation, tumor microenvironment remodeling, and metastasis. …”
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Measurement of acute postoperative pain intensity in orthopedic trials: a qualitative concept elicitation study by Karen T Bjørnholdt, Carina W G Andersen

“…Many visual cues were also identified. Literature and recorded interviews gave rise to the categories, and telephone interviews found saturation, providing no further categories. …”
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Correlation of optic nerve hemoglobin levels with structural and functional parameters in glaucoma by Gustavo Coelho Caiado, Gustavo Albrecht Samico, Gilvan Vilarinho da Silva Filho, Sergio Henrique Teixeira, Tiago Santos Prata, Carolina Pelegrini Barbosa Gracitelli, Augusto Paranhos

“…Abstract Glaucoma is a chronic and progressive eye disease that leads to irreversible damage to the optic nerve and retinal nerve fiber layer, resulting in visual field loss. Abnormalities in retinal blood flow and vascular regulation are increasingly recognized as key factors in glaucoma development. …”
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Advances in materials science for ocular diseases induced by cardiovascular risk factors by Peiwen Chen, Bo Zheng, Peng Wang, Hao Liu, Hao Liu, Haifeng Pei

“…Recent advancements in biomaterials have substantially improved therapeutic efficacy, particularly in the areas of targeted drug delivery, smart sensors, and tissue repair. Smart sensors like contact lenses enable continuous monitoring of intraocular pressure, enhancing glaucoma management. …”
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The Bottleneck in the Scalar Dissipation Rate Spectra: Dependence on the Schmidt Number by Paolo Orlandi

“…Within the bottleneck, the self-similar, ribbon-like structures transition into the rod-like structures characteristic of the exponential decay range. …”
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A longitudinal study of the 5xFAD mouse retina delineates Amyloid beta (Aβ)-mediated retinal pathology from age-related changes by Savannah A. Lynn, Sudha Priya Soundara Pandi, Aida Sanchez-Bretano, Anna-Marie Muir, Lidia Parker, David S. Chatelet, Tutte Newall, Jennifer A. Scott, Eloise Keeling, Neil R. Smyth, Jay E. Self, Andrew J. Lotery, Helena Lee, J. Arjuna Ratnayaka

“…Results Age-related changes included a gradual decline of retinal activity in all mice. Subretinal/drusen-like deposits increased with age, but, like retinal vessel morphology and vessel integrity, showed no differences between cohorts. …”
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Improving Prostate Image Segmentation Based on Equilibrium Optimizer and Cross-Entropy by Omar Zarate, Salvador Hinojosa, Daniel Ortiz-Joachin

“…Magnetic resonance imaging (MRI) has proven valuable for early diagnosis, particularly in conditions like prostate cancer, yet it often struggles to produce high-resolution images with clearly defined boundaries. …”
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Experimental and comparative analysis of masquerade in flea beetles (Coleoptera: Chrysomelidae) by Tadashi SHINOHARA, Alexander S. KONSTANTINOV

“…Prey animals employ masquerade to avoid recognition by visual predators by developing a resemblance to inedible objects in their environment. …”
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Susac's Syndrome in a Patient Diagnosed with MS for 20 Years: A Case Report by Bijen Nazliel, Asli Akyol, Hale Zeynep Batur Caglayan, Irem Yildirim-Capraz, Ceyla Irkec

“…In some patients the onset was stroke like and in others that of subacute dementia. Headache, often with migrainous features, was a prominent feature initially in more than one half of the patients. …”
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Intraocular eyelash in anterior chamber following penetrating trauma and self-sealing corneal laceration: Case report by Mohsen Pourazizi, Sepehr Karbasi, Elham Rahmanipour

“…Postoperatively, the patient's visual acuity improved significantly from 20/50 to 20/20, accompanied by a marked reduction in anterior chamber inflammation. …”
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Solely Light‐Induced Integrate‐and‐Fire 1T‐Neuron Operation and Implementation of the McGurk Effect by Jaehee Lee, Jung Wook Lim, Chohyeon Park

“…In this study, integrate‐and‐fire characteristics are successfully implemented using a single transistor to create a neuron‐like device within neuromorphic systems. The device employs oxide semiconductors as the channel and dielectric materials, ensuring structural stability and complementary metal‐oxide‐semiconductor compatibility. …”
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Adaptive Coati Optimization Enabled Deep CNN-based Image Captioning by Balasubramaniam S, Seifedine Kadry, Rajesh Kumar Dhanaraj, Satheesh Kumar K

“…The features from the input image are extracted such as Local Vector Pattern (LVP), Spider Local Image Features, and some statistical features like mean, variance, standard deviation, kurtosis, and skewness. …”
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