A novel approach to overcome black box of AI for optical diagnosis in colonoscopy by Youmin Shin, Jung Ho Bae, Jung Kim, Jinwook Choi, Young-Gon Kim

“…Radiomics and color were extracted, followed by feature selection with deep learning features using Spearman’s correlation analysis. …”
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THE USE OF TRANSCRANIAL MAGNETIC STIMULATION OF THE PREFRONTAL CORTEX IN OCCUPATIONAL POLYNEUROPATHIES by Илья Дмитриевич Мартынов, Анастасия Валерьевна Ямщикова, Арнольд Наумович Флейшман, Станислав Альфредович Петровский

“…Transcranial magnetic stimulation of the prefrontal cortex was performed with individual selection of the stimulation intensity for 3 minutes, the course included 5 procedures. …”
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Clinical effectiveness of a fracture liaison service for geriatric hip fracture patients in Hong Kong by Sheung Kan Siu, Yue Ting Ophelia Wan

“…Further study with a longer follow up time and more delicate selection of participants may demonstrate a better outcome.…”
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Mental health services in response to the COVID-19 pandemic in high-income countries: protocol for a rapid review by Yu Fu, Dawn Craig, Ge Yu

“…Studies reporting views of the general public, letters of opinion to peer-review journals, editorial or commentaries will be excluded. Study selection and data extraction will be undertaken independently by two reviewers. …”
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Energy efficient hierarchical clustering based dynamic data fusion algorithm for wireless sensor networks in smart agriculture by Dhamodharan Srinivasan, Ajmeera Kiran, S. Parameswari, Jeevanantham Vellaichamy

“…The hierarchical clustering technique is used initially in the suggested method to group sensor nodes into clusters. …”
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Defining students’ socioscientific issues classroom decision-making components and practice proficiencies by Jenny M. Dauer, Caitlin K. Kirby, Amanda E. Sorensen

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Advanced lightweight deep learning vision framework for efficient pavement damage identification by Shuai Dong, Yunlong Wang, Jin Cao, Jia Ma, Yang Chen, Xin Kang

“…These mechanisms ensure dynamic anchor feature selection and extend the scope of deformation ability, respectively. …”
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DTIP-WINDGRU a novel drug-target interaction prediction with wind-enhanced gated recurrent unit by Kavipriya Gananathan, D. Manjula, Vijayan Sugumaran

“…The models that use heterogeneous networks, non-linear fusion techniques, and heuristic similarity selection may need a lot of computational power and experience to implement and fine-tune. …”
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Principle-based concept analysis: A narrative review from a nursing perspective by Malihe Kabusi, Homeira Khoddam

“…This study seeks to delineate the methodology underpinning principle-based concept analysis. To initiate this study, a non-systematic exploration was conducted in the PubMed database and Google Scholar search engine, with no temporal constraints. …”
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An adaptive hybrid framework for IIoT intrusion detection using neural networks and feature optimization using genetic algorithms by Mohammad Zubair Khan, Aijaz Ahmad Reshi, Shabana Shafi, Ibrahim Aljubayri

“…Additionally, Genetic Algorithms were employed to optimize feature selection, further refining the ANN’s input space to improve computational efficiency without sacrificing predictive power. …”
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Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm by Pei Shi, Mingjie Tang, Quan Wang, Xiaofei Ma

“…To address these challenges, this paper proposes a dissolved oxygen prediction method based on an improved sparrow search algorithm optimized TCN- BiLSTM (SMI-TCN BiLSTM). Initially, the Savitzky-Golay (SG) filter is employed to denoise the water quality data, producing smoother and more consistent datasets. …”
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Single-cell analysis of ecto-mesenchymal cells derived from the neural crest reveals the regulatory role of P75NTR in odontogenic and osteogenic differentiation by Feng Li, Yanyan Zhang, Keyu Wang, Yanda Huang, Qin Yuan, Xin Nie

“…The volcano plot characterized the distribution of differentially expressed genes (DEGs) in the selection at threshold level. p75NTR deletion suppressed EMSCs migration, proliferation and odonto/osteogenic differentiation in vitro. …”
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A Novel Machine Learning-based Diagnostic Algorithm for Detection of Onychomycosis through Nail Appearance by Serkan Düzayak, Muhammed Kürşad Uçar

“…The best features were selected through feature selection algorithms in the next step to increase the performance and reduce the number of features, and models were created by algorithm classification. …”
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Circadian rhythm genes and immune cell infiltration in myasthenia gravis: A comprehensive analysis. by Ke Wang, Peng Xu, Jing Lu, Xinchen Ji, Ying Zhang, Yibin Zhang, Dongxu Li, Dongmei Zhang, Tianye Lan, Jian Wang

“…Finally, weighted gene co-expression network analysis (WGCNA) and least absolute shrinkage and selection operator (LASSO) regression were applied to identify the hub CRGs. …”
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Laboratory Hosts: Postcolonial Parasites, Growth Factors, and the Fabrication of a Molecular Gaze by Charles Kollmer

“… From the final decades of the nineteenth century onward, physicians and scientists trained in Europe’s colonial powers devoted considerable attention to the lives of parasitic organisms found in the bloodstreams of humans and other animal hosts. Initially, this work required direct access to blood freshly sampled from a host and was spurred by desires to reduce the incidence of so-called tropical diseases such as malaria and sleeping sickness, which were especially prevalent in parts of the world that European powers had claimed as colonies. …”
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Tissue Reactions (Deterministic Effects) in Diagnostic and Interventional Radiology: An Integrative Review of Recent Literature by Laisa Neves, Lucía Canevaro Lucía Viviana Canevaro, Ana Dovales Ana Cristina Murta Dovales

“…The PubMed search tool was used to search and select publications on the topic. Although 826 articles were initially selected, only 5 presented relevant content for this review. …”
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Dynamic Shifts in Social Media Usage in Pakistan: A Comparative Analysis Across Pre-, During-, and Post-COVID-19 Periods by Amir Hamza, Dai Yonghong, Ihsan Ullah

“…This research bases its analysis on data obtained from Stat Counter Global Stats to understand changes in user selection of platforms together with behavioral patterns and social consequences. …”
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Investigating Business Capacity and Dynamics in the Skating Federation of Iran: Importance-Performance Analysis of Competitive Advantage Promotion Indicators by Majid Honarjo, Rasool Norouzi Seyed Hossini, Shahram Nazari

“…Given the expert-centric approach used to analyze importance and performance, 73 individuals within the skating sports community were selected as samples. Criteria such as extensive experience in skating sports and appropriate education were considered in the selection process.Findings: According to the findings, four variables were placed in the first quarter. …”
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Disseminated intravascular coagulation by Satoshi Gando, Marcel Levi, Cheng-Hock Toh

“…Anticoagulant use has been extensively debated; however, the selection of optimal target patients could optimize their application and improve patient outcomes in the near future. …”
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Optimal Location of Urban Air Mobility (UAM) Vertiport Using a Three-Stage Geospatial Analysis Framework by Sangwan Lee, Nahye Cho

“…This study contributes to the advancement of urban geospatial analytics by presenting a replicable methodological framework for vertiport site selection, while offering strategic insights to inform early-stage UAM deployment initiatives.…”
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