Video temporal perception characteristics based just noticeable difference model by Yafen1 XING, Haibing YIN, Hongkui WANG, Qionghua LUO

“…The existing temporal domain JND(just noticeable distortion) models are not sufficient to depict the interaction between temporal parameters and HVS characteristics, leading to insufficient accuracy of the spatial-temporal JND model.To solve this problem, feature parameters that can accurately describe the temporal characteristics of the video were explored and extracted, as well as a homogenization method for fusing heterogeneous feature parameters, and the temporal domain JND model based on this was improved.The feature parameters were investigated including foreground and background motion, temporal duration along the motion trajectory, residual fluctuation intensity along motion trajectory and adjacent inter-frame prediction residual, etc., which were used to characterize the temporal characteristics.Probability density functions for these feature parameters in the perception sense according to the HVS(human visual system) characteristics were proposed, and uniformly mapping the heterogeneous feature parameters to the scales of self-information and information entropy to achieve a homogeneous fusion measurement.The coupling method of visual attention and masking was explored from the perspective of energy distribution, and the temporal-domain JND weight model was constructed accordingly.On the basis of the spatial JND threshold, the temporal domain weights was integrated to develop a more accurate spatial-temporal JND model.In order to evaluate the performance of the spatiotemporal JND model, a subjective quality evaluation experiment was conducted.Experimental results justify the effectiveness of the proposed model.…”
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358 Rare disease study identification (RDSI): A natural language processing assisted search and visualization tool for clinical studies of rare diseases by Michael Lin, Jennifer Weis, H M Abdul Fattah, Jungwei Fan

“…Our goal is to offer the rare disease study identification (RDSI) tool for adoption by other sites. Methods/Study Population: The RDSI retrieves study information (short and long titles, study abstract) from the IRB system. …”
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3D IntelliGenes: AI/ML application using multi-omics data for biomarker discovery and disease prediction with multi-dimensional visualization by Rishabh Narayanan, Elizabeth Peker, William DeGroat, Dinesh Mendhe, Saman Zeeshan, Zeeshan Ahmed

“…Methods In this study, we focused on addressing such challenges by developing an innovative solution to better visualize results produced by AI/ML approaches on integrated clinical and multi-omics data for novel biomarker discovery and predictive analysis. …”
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Assessing the Feasibility and Utility of Patient-Specific 3D Advanced Visualization Modeling in Cerebrovascular Disease: Retrospective Analysis and Prospective Survey Pilot Study by Korak Sarkar, Vishal Bhimarasetty, Abdul Rahim, Colin Curtis, Kimberly Hughes

“…Existing 2D imaging modalities have inherent limitations in visualizing complex CVD, which may be mitigated with the use of patient-specific 3D advanced visualization (AV) technologies. …”
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Visualization of Intraoperative Pancreatic Leakage (ViP): The IDEAL Stage I First-in-human, Single-arm Clinical Pilot Trial of SmartPAN by Thomas M. Pausch, MD, Magdalena Holze, MD, Josefin El-Mahdy, Bodil Gesslein, PhD, Helena Ossmer Thedius, Anja Sander, PhD, Solveig Tenckhoff, PhD, Tom Sundermann, PhD, Jan Larmann, MD, Pascal Probst, PhD, Frank Pianka, MD, Rosa Klotz, MD, Thilo Hackert, MD

“…Methods:. Patients awaiting partial pancreatic resection for any indication were recruited to receive intraoperative SmartPAN application. …”
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Improving Adult Vision Through Pathway‐Specific Training in Augmented Reality by Yige Gao, Yulian Zhou, Qing He, Wen Wen, Peng Zhang

“…This AR‐based, pathway‐specific training method can be effective for improving visual functions in both healthy adults and patients with visual disorders.…”
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A Highly Selective and Sensitive Fluorescent Probe With a Large Stokes Shift for Near-Infrared Visualization of Endogenous and Exogenous Biothiols in Living Cells by Xiaomin Li, Rongrong Yuan, Yangmin Ma, Guanglong Li, Siyue Ma

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Inflammation Biomarker-Driven Vertical Visualization Model for Predicting Long-Term Prognosis in Unstable Angina Pectoris Patients with Angiographically Intermediate Coronary Lesio... by Zhou B, Tan W, Duan S, Wang Y, Bian F, Zhao P, Wang J, Yao Z, Li H, Hu X, Wang J, Liu J

“…This study investigated the prognostic significance of integrating commonly used, easily repeatable inflammatory biomarkers within a multimodal preoperative prediction model in patients presenting with unstable Angina Pectoris (UAP) and intermediate coronary lesions.Methods: This retrospective analysis included patients diagnosed with UAP and intermediate coronary lesions (50%– 70% stenosis) who underwent coronary angiography at our hospital between January 2019 and June 2021. …”
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Fair food futures UK: Protocol for a mixed methods study exploring what approaches adopted by community food organisations are more likely to prevent the need for emergency food in... by Laura Sheard, Giorgia Previdoli, Wendy Burton, Rachel Benchekroun, Maddy Power, Bob Doherty, Philip Hadley, Ariadne Beatrice Kapetenaki, Shahid Islam, Sairah Mirza, Claire Cameron, Kate Pickett, Angela Hutton, Charlotte Edwards, Maria Bryant

“…Methods include participatory systems mapping and qualitative longitudinal research. …”
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Neurophysiological Changes in Patients with Discirculatory Encephalopathy Associated with Ischemic Optic Neuropathy by T. N. Iureva, A. A. Zaika, V. V. Shprakh, S. I. Zhukova

“…All patients underwent ultrasound scanning of neck vessels, visual fields determination, electroretinography, visual evoked potentials, and electroencephalogram. …”
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Occlusion Outcomes in Unilateral Amblyopia Types: A Longitudinal and Interventional Study in Children from the Marrakech-Safi Region by Mustapha Jaouhari, Chaimae El Harrak, Farida Bentayeb, Youssef El Merabet

“…Methods: A longitudinal and interventional study of 91 children, aged 3–9 years (6.12 ± 1.879) with amblyopia was undertaken. …”
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Clinical value of Beery visual-motor integration and Beery VMI supplemental tests in Chinese preschoolers: a modified replication cross-sectional study by Xin Tang, Xuan Xu, Cong Wang, Lijuan Ao

“…This study aimed to examine differences between the proportion of children with poor visual-motor integration (VMI) performance in published population norms with that in the sample population of this study and to assess the predictive value of the visual perception(VP) and motor coordination(MC) scores in explaining VMI variance in Chinese preschoolers.MethodsA random sample of 421 children ageds 3.0–6.11 years (mean age, 4.51 ± 0.93) participated in this study. …”
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Revealing the effects of environmental and spatio-temporal variables on changes in Japanese sardine (Sardinops melanostictus) high abundance fishing grounds based on interpretable... by Yongchuang Shi, Lei Yan, Shengmao Zhang, Fenghua Tang, Shenglong Yang, Wei Fan, Haibin Han, Yang Dai

“…Three models (XGBoost, LightGBM, and CatBoost) and two variable importance visualization methods (model built-in (split) and SHAP methods) were used for comparative analysis to determine the optimal modeling and visualization strategies. …”
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Novel constructed dynamical analytical solutions and conserved quantities of the new (2+1)-dimensional KdV model describing acoustic wave propagation by Khalique Chaudry Masood, Lephoko Mduduzi Yolane Thabo

“…The primary objective of this study is to conduct a comprehensive symmetry analysis of the model, a method that has not been previously applied to the model. …”
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A semi-analytical study considering Christov-Cattaneo flux model and Stephan blowing effects: Thermally radiative flow of NaAlg based ternary hybrid nanoliquid by Mostafa Mohamed Okasha, Ahmed Babeker Elhag, Munawar Abbas, Shirin Shomurotova, Jihad Younis, Mustafa Bayram, Abdullah A. Faqihi, Abdulhadi A. Altherwi, Ibrahim Mahariq, Muhammad Shafique

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Fuzzy Logic and Deep Learning for Brand Attention: A Consumer-Centric Approach to Product Packaging Design by Heng Wu

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Optical solitons, bifurcation, and chaos in the nonlinear conformable Schrödinger equation with group velocity dispersion coefficients and second-order spatiotemporal terms by Faraj M. Omar, Muhammad Amin S. Murad, Salim S. Mahmood, Sandeep Malik, Taha Radwan

“…Abstract In this study, we utilize the new direct mapping method to derive optical soliton solutions for the nonlinear conformable Schrödinger equation, which accounts for group velocity dispersion coefficients and second-order spatiotemporal terms. …”
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New exact soliton wave solutions appear in optical fibers with Sardar sub equation and new auxiliary equation techniques by Umair Asghar, Muhammad Imran Asjad, Yasser Salah Hamed, Ali Akgul, Murad Khan Hassani

“…Consider two general techniques in this field, the Sardar sub-equation method, and a new auxiliary-equation technique. These methods are applied to derive a wide range of soliton solutions for nonlinear partial differential equations. …”
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Impact of Brownian motion on the optical soliton solutions for the three component nonlinear Schrödinger equation by Muhammad Zafarullah Baber, Tahir Shahzad, Wael W. Mohammed, Nauman Ahmed, Baboucarr Ceesay, Muhammad Waqas Yasin

“…Moreover, the effect of noise is visualized on these optical solitons. To show the stability of our results we have explored one more method namely as modified auxiliary equation method, which provided us only hyperbolic, trigonometric and rational solitons. …”
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Investigation of crack propagation in the surface white layer of rail steel by A. Yu. Perelygina, V. Yu. Konyukhov, A. E. Balanovskii

“…The paper presents the study results of the morphological characteristics of the white layer on the rail surface.Materials and Methods. The object of study (rail surface after operation) was examined under a microscope. …”
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