A Study on Distributed Multi-Sensor Fusion for Nonlinear Systems Under Non-Overlapping Fields of View by Liu Wang, Yang Zhou, Wenjia Li, Lijuan Shi, Jian Zhao, Haiyan Wang

“…To explore how varying viewpoints influence the accuracy of distributed fusion in asynchronous, nonlinear visual-field systems, this study investigates fusion strategies for multi-target tracking. …”
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Critical review of aging clocks and factors that may influence the pace of aging by Mildred Min, Mildred Min, Mildred Min, Caitlin Egli, Caitlin Egli, Caitlin Egli, Ajay S. Dulai, Ajay S. Dulai, Raja K. Sivamani, Raja K. Sivamani, Raja K. Sivamani, Raja K. Sivamani, Raja K. Sivamani

“…In this narrative review, we aim to discuss the currently available aging clocks, ranging from epigenetic aging clocks to visual skin aging clocks.MethodsWe performed a literature search on PubMed/MEDLINE databases with keywords including: “aging clock,” “aging,” “biological age,” “chronological age,” “epigenetic,” “proteomic,” “microbiome,” “telomere,” “metabolic,” “inflammation,” “glycomic,” “lifestyle,” “nutrition,” “diet,” “exercise,” “psychosocial,” and “technology.”ResultsNotably, several CpG regions, plasma proteins, inflammatory and immune biomarkers, microbiome shifts, neuroimaging changes, and visual skin aging parameters demonstrated roles in aging and aging clock predictions. …”
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Hypertension-Mediated Organ Damage in Relation to Severity of Chronic Low Back Pain in Hypertensive Patients by Maciej Skrzypek, Rafał Kolec, Michał Słaboszewski, Katarzyna Góra, Agnieszka Olszanecka, Piotr Wróbel, Katarzyna Stolarz-Skrzypek, Marek W. Rajzer

“…In multivariate analysis, after adjusting for covariates, the presence of carotid artery plaques remained independently associated with an ODI score equal to or higher than the median (OR, 3.71; 95% CI, 1.04–13.25; <i>p</i> = 0.044). …”
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Seafloor Sediment Classification Using Small-Sample Multi-Beam Data Based on Convolutional Neural Networks by Haibo Ma, Xianghua Lai, Taojun Hu, Xiaoming Fu, Xingwei Zhang, Sheng Song

“…Through comparative analysis of the generated versus original datasets using visual inspection and grayscale co-occurrence matrix methods, we substantially enhanced the similarity between synthetic and authentic images. …”
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An Explainable Deep Learning Network for Environmental Microorganism Classification Using Attention-Enhanced Semi-Local Features by R. Karthik, Armaano Ajay, Akshaj Singh Bisht, Jaehyuk Cho, V. E. Sathishkumar

“…However, traditional detection methods of EM detection are labour-intensive, time-consuming and, require extensive material resources. …”
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Self-Driving Car Navigation With Single-Beam LiDAR and Neural Networks Using JavaScript by Trung Thi Hoa Trang Nguyen, Thanh Toan Dao, Thanh Binh Ngo, Vu Anh Phi

“…This paper presents the development of a system for simulating and visualizing autonomous vehicle navigation using a single-beam LiDAR sensor integrated with an artificial neural network, implemented entirely in JavaScript. …”
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End-to-End Neural Video Compression: A Review by Jiovana S. Gomes, Mateus Grellert, Fabio L. L. Ramos, Sergio Bampi

“…However, as these frameworks reach a performance bottleneck with compression gains becoming harder to achieve with conventional methods, Deep Neural Networks (DNNs) offer a promising alternative. …”
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Chart Accessibility: A Review of Current Alt Text Generation by Chuqiao Yan, Hans-Peter Hutter, Felix M. Schmitt-Koopmann, Alireza Darvishy

“…Charts are valuable visual representations of data, provide an easy overview, and reveal important aspects of the data, such as trends and outliers, which are usually difficult to notice in textual representations. …”
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Comparison of Macular Thickness in Diabetic Macular Edema Using Spectral-Domain Optical Coherence Tomography and Time-Domain Optical Coherence Tomography by Masashi Kakinoki, Taichirou Miyake, Osamu Sawada, Tomoko Sawada, Hajime Kawamura, Masahito Ohji

“…To compare the macular thicknesses in diabetic macular edema (DME) measured with spectral-domain optical coherence tomography (SD-OCT) and time-domain (TD) OCT. Patients and Methods. The average macular thicknesses of 50 eyes of 29 patients with DME were measured using SD-OCT and TD-OCT. …”
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Investigation of some volcanic glasses of georgian deposits by G. P. Tsintskaladze, L. G. Eprikashvili, T. N. Kordzakhia, T. V. Sharashenidze, M. G. Zautashvili, V. M. Gabunia

“…Perlites of the studied deposits differ from each other both visually and in composition. The perlites of the Toloshi deposit are dark gray in color and the Paravani deposits are white. …”
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Prospects for predicting the course of nodular sclerosis Hodgkin lymphoma by morphometric analysis of CD163-positive macrophages by M. S. Minaev, E. A. Perfilova, D. A. Diakonov, A. A. Kuzmin, N. B. Pavlova, D. M. Konovalov, I. V. Paramonov

“…To identify and visualize CD163-positive cells in the test material, an immunohistochemical staining method was used.Results. …”
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Optimized Prediction of Weapon Effectiveness in BVR Air Combat Scenarios Using Enhanced Regression Models by Andre R. Kuroswiski, Annie S. Wu, Angelo Passaro

“…A comparison of various regression methods highlights the potential of polynomial-based alternatives when fully utilized. …”
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Neural Network-Aided Milk Somatic Cell Count Increase Prediction by Sára Ágnes Nagy, István Csabai, Tamás Varga, Bettina Póth-Szebenyi, György Gábor, Norbert Solymosi

“…Subclinical mastitis (SM) is the most economically damaging yet often visually undetectable disease of dairy cows. Early detection and treatment can reduce the loss caused by the disease; thus, the continuous improvement of SM diagnostic methods is necessary. …”
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Research trends of nanomaterials in Helicobacter pylori: a bibliometric analysis from 2003 to 2023 by Yeqing Lei, Tao Chen, Qin Du, Qin Du, Weihua Yu

“…Recently, there has been increasing focus on researching nanomaterials for H. pylori. This study aims to visually evaluate the current status and trends of nanomaterials in H. pylori research by bibliometric analysis.MethodsH. pylori-related nanomaterials publications were retrieved from WoSCC and articles meeting the criteria were included in the analysis. …”
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A data augmentation procedure to improve detection of spike ripples in brain voltage recordings by Emily D. Schlafly, Daniel Carbonero, Catherine J. Chu, Mark A. Kramer

“…The gold-standard approach requires an expert manually visualize and interpret brain voltage recordings, which limits reproducibility and high-throughput analysis. …”
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Complications associated with the use of hyaluronic acid and their management - a literature review by Magdalena Turczynowicz, Karina Lewandowska, Wojciech Janikowski, Agnieszka Jóźwicka, Natalia Radwańska, Weronika Górska, Jerzy Król

“…Materials and Methods: A comprehensive manual review of scientific databases, including Scopus, EMBASE, and Medline, was conducted for articles published up to November 2024. …”
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Narrow-Band Imaging Colonoscopy to Assess Mucosal Angiogenesis in Ulcerative Colitis by Tao Guo, Jia-Ming Qian, Ai-Ming Yang, Yue Li, Wei-Xun Zhou

“…Methods. A total of 119 colorectal segments taken from 42 patients with UC were observed using NBI colonoscopy. …”
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An Improved Deep Learning Unsupervised Approach for MRI Tissue Segmentation for Alzheimer&#x2019;s Disease Detection by Karan Kumar, Isha Suwalka, Adaora Uche-Ezennia, Celestine Iwendi, Cresantus N. Biamba

“…Due to the complexity and heterogeneity of medical tests, manually comparing, visualizing, and analyzing data is often difficult and time-consuming. …”
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Prevalence of decreased olfactory function in adults in a Brazilian population sample by Wilker Antunes Lira, Gilmar Felisberto Junior, Marco Aurélio Fornazieri, Wilma Terezinha Anselmo Lima, Ingrid Werner Picinini, Vanessa Ramos Pires Dinarte

“…They were subjected to the University of Pennsylvania Smell Identification Test (UPSIT) and the Visual Analog Scale to evaluate olfactory capacity. …”
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Spinal Anesthesia and Spinal Anesthesia with Subdiaphragmatic Lidocaine in Shoulder Pain Reduction for Gynecological Laparoscopic Surgery: A Randomized Clinical Trial by Zahra Asgari, Mahroo Rezaeinejad, Reihaneh Hosseini, Masoumeh Nataj, Maryam Razavi, Mahdi Sepidarkish

“…The aim of this study was to compare the effectiveness of spinal anesthesia with subdiaphragmatic lidocaine at the beginning of surgery versus spinal anesthesia in pain reduction for gynecological laparoscopic surgery. Methods. This was a clinical trial conducted in Arash Hospital, Tehran, Iran. …”
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