Not seeing the trees for the forest. The impact of neighbours on graph-based configurations in histopathology by Olga Fourkioti, Matt De Vries, Reed Naidoo, Chris Bakal

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Deep learning health space model for ordered responses by Chanhee Lee, Taesung Park

“…However, these statistical HS models are limited in their ability to accommodate complex non-linear biological relationships. Methods In order to model complex non-linear biological relationship, we developed deep learning HS models. …”
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Design and application of human-computer interaction visual communication platform for Guandong culture by integrating RF and light GBM algorithm by Qiao Wu, Ying Jin

“…This proves that the platform can not only accurately recommend Guandong cultural content, but also provide a good communication experience through visualization, providing new ideas and methods for research and practice in the field of Guandong cultural communication.…”
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A Playful Participatory Planning System (P-PPS): A Framework for Collecting and Analyzing Player-Generated Spatial Data from Minecraft Worlds by Ítalo Sousa de Sena, Lasith Niroshan, Jonáš Rosecký, Vojtěch Brůža, Micheál Butler, Chiara Cocco

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The Construction of Knowledge Graphs in the Assembly Domain Based on Deep Learning by Jing Qu, Yanmei Li, Huilong Du, Wen Wang, Weiping Fu

“…Among them, the Chinese-character-based names entity recognition model avoids the error bias caused by Chinese word segmentation in traditional methods, while the relation extraction model fully extracts the association information between entities and relations. …”
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BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse by Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A. Bismar, Reda Alhajj

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Chemotherapy-Induced Bone Marrow Suppression: A Bibliometrics Analysis by Yue J, Shui H, Li G, Yang B, Tang D

“…Jing Yue,1 Huili Shui,2 Gao Li,2 Bing Yang,2 Dongxin Tang1 1The First Clinical Medical School of Guizhou University of Traditional Chinese Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, People’s Republic of China; 2Department of Oncology, First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine, Guiyang, People’s Republic of ChinaCorrespondence: Dongxin Tang, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou Province, People’s Republic of China, Email dongxintang0319@163.comObjective: This study seeks to investigate the key research hotspots and evolving trends in chemotherapy-induced bone marrow suppression over the past two decades by employing bibliometric visualization analysis, thereby providing a robust theoretical and empirical foundation for advancements in both scientific understanding and clinical practice.Methods: Utilizing the Web of Science Core Database, a total of 6,110 documents were retrieved and analyzed using CiteSpace and VOSviewer software. …”
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Prospects for Using 3D Modeling and Biomarkers in Differential Diagnosis of Endometrioid Ovarian Cysts by Е. М. Blazhnova, R. B. Balter, Т. V. Ivanova, Т. А. Pugacheva, А. R. Ibragimova, L. S. Tselkovich, А. Т. Oganisyan

“…Considering the high risk of spread of the disease, as well as reproductive consequences (infertility, pelvic adhesive processes, chronic pelvic pain syndrome, dysmenorrhea), early differential diagnosis of endometrioid cysts and, accordingly, early initiation of treatment are of particular importance.Objective: to combine ultrasound criteria using 3D visualization and the content of biomarkers to verify stage 1–2 endometrioid ovarian cysts.Material and methods. …”
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Mapping the intellectual structure and emerging trends on nanomaterials in colorectal cancer: a bibliometric analysis from 2003 to 2024 by Man Lu, Yi Liu, Jin Zhu, Jiarong Shang, Lu Bai, Zhichao Jin, Wenting Li, Yue Hu, Xia Zheng, Jun Qian

“…This study utilizes bibliometric analysis to evaluate the current status and trends in this field.MethodsResearch on nanomaterials in CRC from 2003 to 2024 was retrieved from the Web of Science Core Collection (WOSCC). …”
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Healthcare-seeking pathway and delay analysis of rifampicin-resistant tuberculosis patient in Southwestern China by Yunbin Yang, Zichao Li, Liangli Liu, Jinou Chen, Ling Li, Rui Yang, Xing Yang, Lianyong Chen, Haohao Ru, Lin Xu

“…Methods A retrospective cohort study was conducted among RR-TB patients who were enrolled in the Tuberculosis Management Information System (TBMIS) from 2020 to 2022. …”
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Epidemiological and demographic drivers of ischemic stroke attributed to high fasting plasma glucose from 1990 to 2021: findings from the 2021 global burden of disease study by Yanwen Dong, Yangyang Wang, Yangyang Wang, Xiaomei Lan, Xiaomei Lan, Huiyan Zeng

“…BackgroundThis study aims to analyze the global, regional, and national burden of Ischemic Stroke (IS) attributed to High Fasting Plasma Glucose (HFPG) from 1990 to 2021, identify risk sources in different areas, and develop a platform to assess the disease burden in 204 countries and regions.MethodsUsing data from the 2021 Global Burden of Disease study, we analyzed IS-related deaths and disability-adjusted life years (DALYs) attributed to hyperglycemia from 1990 to 2021. …”
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On the concept of Urban Mutations: Urban research bibliography with an objective approach by Z. Bendebbache, A. Khiari, I. Maanser

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Using LiDAR Data to Assess the Character of Landscape in the Suburban Zone of Poznań by Anna Dudzińska, Anna Gałecka-Drozda, Barbara Szpakowska

“… The intensive development of urban agglomerations causes the need to search for new precise methods which will determine the most important features of landscape and monitor changes in suburban zones. …”
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Enhancing Autism Detection Through Gaze Analysis Using Eye Tracking Sensors and Data Attribution with Distillation in Deep Neural Networks by Federica Colonnese, Francesco Di Luzio, Antonello Rosato, Massimo Panella

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A Multidimensional Evaluation-Based Reinterpretation of the Cultural Heritage Value of Blue-and-White Porcelain Patterns in Contemporary Design by Jiajia Zhao, Qian Bao, Ziyang Huang, Ru Zhang

“…A hybrid evaluation framework is proposed, combining Grey System Theory and the Fuzzy Evaluation Method to quantitatively analyze 40 representative patterns across five key dimensions: cultural symbolism, esthetic value, communicative potential, modern applicability, and sustainability. …”
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Robust deep neural network-based internet of things for power transformer fault diagnosis under imbalanced data and uncertainties by Elahe Moradi, Mahmoud Elsisi, Karar Mahmoud, Matti Lehtonen, Mohamed M.F. Darwish

“…According to the literature, the Duval pentagon method (DPM) is one of the most accurate and reliable dissolved gas analysis (DGA) interpretation methodologies. …”
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The linear correlation research in paired small volume samples by В. С. Попукайло

“…The importance of the study lies in the fact that in problems of technical control, it is not always possible to obtain a data set sufficiently large for traditional analysis methods. In this research the author investigates and visually illustrates the possibility of Pearson correlation coefficient usage (and the impact on the value of the virtual procedures increasing the volume sample), as well as the possibility of the Fechner’s modified index usage after applying the method of pointed distributions and tabulation of the virtual two-dimensional distribution. …”
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Thermal transport and bio-convection transport phenomenon in non-Newtonian couple stress model via OHAM through Darcy-Forchheimer porous medium by Muhammad Sohail, Syed Tehseen Abbas, Muhammad Hussain Ali, Ibrahim Mahariq

“…Throughout a Darcy-Forchheimer porous medium, the Optimal Homotopy Analysis Method (OHAM) is utilized in this work to investigate the combined impacts of heat transport and bio-convection in a non-Newtonian pair stress fluid. …”
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Parameter estimation for networked SIR models with stochastic perturbations using JEKF: a study using COVID-19 daily data from Indian states by Prince Achankunju, Saroj Kumar Dash

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Resistance of Reinforced Concrete Frames to Progressive Collapse at Catenary Action of Beams by V. I. Kolchunov, S. Yu. Savin

“…It is advisable to use specific modeling methods, such as accounting for additional rotations of sections at crack formation.…”
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