Bridging the Gap Between Computational Efficiency and Segmentation Fidelity in Object-Based Image Analysis by Fernanda Pereira Leite Aguiar, Irenilza de Alencar Nääs, Marcelo Tsuguio Okano

“…The methodology’s application in domains such as Precision Livestock Farming and autonomous systems highlights its potential for high-accuracy visual data processing. Future work will explore dynamic parameter optimization and algorithm adaptability across diverse datasets to further refine its capabilities. …”
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The impact of crowds on visibility in emergency department: Integrating agent-based simulation and space syntax analysis by Hao Yuan, Ying Zhou

“…Based on peak-hour behavioral data from Hospital R's ED, crowd movement was simulated across six ED plans with different corridor layouts. …”
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A Case of Pituitary Apoplexy and Cavernous Sinus Syndrome during Hemodialysis by Yusra Jamal, Yudi Camacho, Simon Hanft, Patrick Chiarolanzio, Michael D. Goldberg, Jamie A. Mullally

“…The pathophysiology of PA is not well understood, and there are very limited data regarding PA in patients with end-stage renal disease (ESRD) on HD. …”
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Experiences of Medical Students with Dyslexia in a Post-COVID-19 Curriculum by Daniel Yi Liang Tan, Maria Hayfron- Benjamin

“…Methods: This qualitative study involved interviews with five medical students diagnosed with dyslexia. Data were collected between February and March 2023. …”
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Developing Programming Skills Using Dynamic Adaptive Gamification in AI-Powered Learning Environments by samar nosir

“…This investigation was motivated by the observed deficiencies in students’ Visual Basic programming skills. The study sought to determine the effectiveness of the AI-based environment in enhancing programming skills. …”
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Learning Styles in undergraduate dentistry students: A systematic review by N. Ferrer-Valdivia, V. Herrera-Barraza, C. Garrido-Urrutia

“…The studies that allowed us to extract all the necessary data to calculate the global percentages for each instrument were grouped together. …”
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A Unified Approach to Video Anomaly Detection: Advancements in Feature Extraction, Weak Supervision, and Strategies for Class Imbalance by Rui Z. Barbosa, Hugo S. Oliveira

“…The research underscores the potential of multimodal VAD, highlighting the integration of audio and visual modalities and the development of multimodal fusion techniques. …”
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Clinical Experience of Using Intraocular Lenses by A. D. Chernysheva, V. O. Afanasyeva

“…Aim: to analyze the data obtained from using of intraocular lenses — the hydrophobic IOL Citrin and a hydrophilic IOL Aquamarine, produced by Russian company — NanOptic. …”
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AMMI Automatic Mangrove Map and Index: Novelty for Efficiently Monitoring Mangrove Changes with the Case Study in Musi Delta, South Sumatra, Indonesia by null Suyarso, Praditya Avianto

“…The study aims to develop a simple formula for automatically tracing, capturing, and mapping mangroves and determining the canopy density index from open access of satellite data to eliminate manual digitization work, make it easy to use, and save cost and time. …”
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XTNSR: Xception-based transformer network for single image super resolution by Jagrati Talreja, Supavadee Aramvith, Takao Onoye

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Impact of floor plans on visibility among healthcare members in inpatient care units: Employing agent-based simulation and social network analysis by Hao Yuan, Ying Zhou

“…The method first collects behavioral data from healthcare members to execute agent-based simulation. …”
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Colour Association with Music Is Mediated by Emotion: Evidence from an Experiment Using a CIE Lab Interface and Interviews. by PerMagnus Lindborg, Anders K Friberg

“…Higher-level modal correspondences between musical timbre and visual colour have been previously investigated, though with limited sets of colour. …”
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Virtual pharmacy as a component of the electronic educational environment at the Department of Pharmacology in order to increase the clarity and efficiency of assimilation of educa... by Yu. V. Tuzkova, N. P. Vanchakova

“…A survey of students found high interest in using visual methods and, in particular, a virtual pharmacy. …”
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Enhancing Image Classification using Graph Attention Networks by Hasan Maher Ahmed

“…The hybrid architecture made possible by combining ViTs with GATs successfully captures complex relationships within visual data because ViTs deliver powerful global feature extraction while GATs establish strong patch-level dependencies. …”
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The experience of municipal district libraries of the russian federation in creating literary maps by O. V. Boronikhina

“…The study of 12 literary maps of the highest demand on a number of criteria allowed the following conclusion: in most cases, the literary and local history resource of the municipal district has a geographic map, which indicates the preference of visual navigation in geographic space; all resources provide information on local writers and poets including photos, bioand bibliographic data; resources contain news feed; more than half of the literary maps contains bibliographic information on local literary publications; all special sites on literary and local history resources contain full-text literary collections; half of the resources contains information on literary awards and competitions. …”
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A Model for Monitoring Spontaneously Reported Medication Errors Using the Adjuvanted Recombinant Zoster Vaccine as an Example by Christophe Dessart, Fernanda Tavares-Da-Silva, Lionel Van Holle, Olivia Mahaux, Jens-Ulrich Stegmann

“…We also give examples of visualizations using spontaneously reported vaccination error data associated with the adjuvanted recombinant zoster vaccine. …”
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Characteristics of sublittoral vegetation at the northwestern coast of the Japan Sea based on the concept of adaptive zone by A. A. Dulenin

“…On materials of the diving survey conducted in 2010, using additional data obtained from 1999 to 2023, sublittoral vegetation at the northwestern coast of the Japan Sea is described. …”
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Neurocognitive dynamics and behavioral differences of symmetry and asymmetry processing in working memory: insights from fNIRS by Izabela Maria Sztuka, Simone Kühn

“…Abstract Symmetry is a ubiquitous property of the visual world. It facilitates cognitive processing and fosters aesthetic appeal. …”
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Replicating associative learning of rodents with a neuromorphic robot in an open-field arena by Tianze Liu, Kang Jun Bai, Hongyu An

“…Different coding schemes—rate coding for vibration signals and population coding for visual signals—were implemented. The associative learning model employs 19 spiking neurons and follows Hebbian plasticity principles to associate visual cues with favorable or unfavorable locations. …”
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Optimization of Hand Gesture Object Detection Using Fine-Tuning Techniques on an Integrated Service of Smart Robot by Faikul Umam, Hanifudin Sukri, Ach Dafid, Firman Maolana, Mycel Natalis Stopper Ndruru

“…In this research, the robot collects data from the camera, which is then processed using a Convolutional Neural Network (CNN). …”
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