Recurrence-Based Techniques for Data-Driven Fault Diagnosis and Monitoring in Neutral-Point-Clamped Inverters by Lincoln Moura De Oliveira, Menaouar Berrehil El Kattel, Esio Eloi Dos Santos Filho, Juan C. Vasquez, Josep M. Guerrero, Fernando Luiz Marcelo Antunes

“…Unlike conventional deep learning-based approaches, the proposed method requires minimal data, offers high interpretability, and enhances the feature extraction process by capturing nonlinear dynamics and hidden patterns in the time-series data, which are often not accessible through traditional statistical or spectral techniques. …”
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Identification of Periodontal Disease Diagnostic Markers Via Data Cross-Validation by Juan Du, Yi Liu, Zhenhua Luo, Minfeng Wang, Yitong Liu

“…Weighted gene correlation network analysis was used to identify key molecular modules. …”
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Variation in Feed Point within Differed L-Slot Multi-frequency Microstrip Patch by Sandeep Arya, Ramni Gupta, Saleem Khan, Parveen Lehana

“…It is designed successfully for mobile communication systems and Wireless Local Area Networks (WLAN) applications. The results obtained had showed better improvement in the return loss and radiation pattern in comparison to the other existing antennas.…”
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Dual role of Cathepsin S in cutaneous melanoma: insights from mendelian randomization and bioinformatics analysis by Linsa Zhou, Qiang Zhou, Qian Guo, Peng Lai, Chen Rui, Wanqing Li, Xuemei Chen, Yue Zhuo, Xiaoping Zhong, Sen Lin

“…Finally, the role of target genes in CM was revealed by pan-cancer analysis, expression and immune-infiltration evaluations, immuno-checking targeting analysis, immunotherapy response analysis, survival analysis, and protein-protein interactions (PPI) network and enrichment analyses. …”
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Identification of Shared Biomarkers in Chronic Kidney Disease and Diabetic Nephropathy Using Single-Cell Sequencing by Ma JS, Yang J, Wang WC, Quan YX, Liao XN, Bai YH, Jiang HY

“…The intersection of DEGs between the disease samples and the control samples was extracted, and a Protein-Protein Interaction (PPI) network was constructed using these intersecting genes, with biomarkers identified through the STRING database. …”
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Simple Yet Powerful: Machine Learning-Based IoT Intrusion System With Smart Preprocessing and Feature Generation Rivals Deep Learning by Kazim Kivanc Eren, Kerem Kucuk, Fatih Ozyurt, Omar H. Alhazmi

“…Our workflow emphasizes the importance of well-structured preprocessing pipelines missing data handling, categorical feature encoding, and multicollinearity reduction, paired with classical machine learning models. We evaluated our method on the ToN-IoT dataset, which contains various network traffic data sets and various types of attacks. …”
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A Systematic Review and Meta-analysis of Most Endoparasites and Ectoparasites during Past Decade in Iraq by Karwan S. Najm Al-Marjan, Hawri H. Mohammed Jabbary, Liza J. Yousif, Fouad H. Kamil, Najat J. Ahmed

“…The aim of any reviewed data analysis is to obtain an accurate picture of a particular health problem and they are used to finding out the variation of specific health problems, diagnose patterns in existence of the problem, determine any potent reasons and risk factors, evaluate the efficacy of protection scale and care them. …”
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M.I.N.I.-KID interviews with adolescents: a corpus-based language analysis of adolescents with depressive disorders and the possibilities of continuation using Chat GPT by Irina Jarvers, Angelika Ecker, Pia Donabauer, Katharina Kampa, Maximilian Weißenbacher, Daniel Schleicher, Stephanie Kandsperger, Romuald Brunner, Bernd Ludwig

“…The best approach was to cite original answers from the transcripts in order to optimally mimic the style of language used by patients and to find a practicable compromise between the length of prompts that Chat GPT can handle and the number of examples presented in order to minimize literal repetitions in Chat GPT’s output.ConclusionThe results indicate that identifying linguistic patterns in adolescents’ transcribed verbal responses is promising and that Chat GPT can be leveraged to generate a large dataset of interviews. …”
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Smart wearable sensor-based model for monitoring medication adherence using sheep flock optimization algorithm-attention-based bidirectional long short-term memory (SFOA-Bi-LSTM) by Yasser Alatawi, Palanisamy Amirthalingam, Narmatha Chellamani, Manimurugan Shanmuganathan, Mostafa A. Sayed Ali, Saleh Fahad Alqifari, Vasudevan Mani, Muralikrishnan Dhanasekaran, Abdulelah Saeed Alqahtani, Ahmed Aljabri

“…The primary objective of this research is to implement sensor devices/smart wearables powered by advanced deep learning (DL) techniques to evaluate complex data patterns effectively and make accurate predictions. …”
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Measurement and optimization of sustainable urban form elements in New Urban districts using multi-source data by Yanfeng Zhang, Xiaohui Wang, Longsheng Wang, Guangyu Li, Yige Zhang, Yu Ye, Hongqiang Jiang, Shaoyun Zhong, Junxi Song

“…The research results provide a reference for evaluating the current sustainable challenges of spatial patterns and offer specific tools for optimizing new urban districts.…”
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Study on the mechanical properties of stratified rock mass based on 3D printing technology and FDEM algorithm by Yongchao Tian, Kaifang Ren, Fan He, Yong Liu, Penghai Deng, Jiaqi Guo, Feiyue Sun, Xin Huang, Jun Zhang

“…The weak regions in engineering mainly include bedding plane and crack network, whose mechanical properties have a significant impact on the stability of geotechnical engineering. …”
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Dynamic Impact of One-Year Integrated Rice–Crayfish Farming on Bacterioplankton Communities in Paddy Water by Yiran Hou, Qiancheng Xu, Yanhong Yang, Rui Jia, Xiongjian Huang, Linjun Zhou, Bing Li, Jian Zhu

“…As global food security issues become increasingly severe, an important innovation in agricultural production patterns, namely integrated rice–fish farming, has been widely implemented around the world, especially in Asia. …”
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Novel, Reproducible, Consortia Factors Derived from Adipose Stem Cells for Burn Wound Treatment by Talavera-Adame D, Palomares M, Plaza MR, Rogowski N, Lee BS, Zemach A, Newman N

“…Finally, pro-angiogenesis was evaluated by the induction of tube-like structures and capillary networks in HMEC-1 cells promoted by CFx-δ 2.Results: Our technology enabled the production of CFx-δ 2 with enhanced efficiency and quality. …”
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Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…This study integrates deep learning networks with existing image processing techniques to enable more precise and comprehensive identification of suspended sediment particles. …”
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Misinformation identification as a digital literacy skill in an ultra-orthodox community: an eye tracking study by Nili Steinfeld, Tamar Berenblum, Yehudit Miletzky, Elazar Kornfeld

“…Eye tracking technology was used to examine participants’ scan patterns and attention to information metadata. The results showed that Haredi participants were less successful in identifying false messages and less attentive to metadata. …”
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Medical Device Failure Predictions Through AI-Driven Analysis of Multimodal Maintenance Records by Noorul Husna Abd Rahman, Khairunnisa Hasikin, Nasrul Anuar Abd Razak, Ayman Khallel Al-Ani, D. Jerline Sheebha Anni, Prabu Mohandas

“…Then, four machine learning algorithms and three deep learning networks are evaluated to determine the best predictive model. …”
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Weaving oral health provider perspectives to guide future dental therapy advocacy and implementation efforts by Amanda J. Llaneza, Amanda J. Llaneza, Kara A. Stone, Julie Seward

“…From attendee's open-ended statements on objectives for attending this conference, key patterns were described.ResultsOne hundred people nationwide attended the conference. …”
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A scoping review of the methods used to estimate health facility catchment populations for child health indicators in sub-Saharan Africa by Matthew Johnson, Wole Ademola Adewole, Victor Alegana, C. Edson Utazi, Nuala McGrath, James Wright

“…Few studies used data produced by or describing health facilities to link estimation methods to service utilisation patterns, inter-facility competition or facility characteristics. …”
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To explore the potential of LOXL2 as a biomarker in glioma and construct a genomic integrated clinical prognostic model by Hongjuan Wang, Qunli Li, Xiangtao Zheng, Weibiao Chen

“…Analyzed LOXL2 expression patterns, GO/KEGG pathways, immune infiltration, single-cell distribution (scRNA-seq), and survival associations. …”
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RoofMapNet: Utilizing geometric primitives for depicting planar building roof structure from high-resolution remote sensing imagery by Jiaqi Wang, Guanzhou Chen, Xiaodong Zhang, Tong Wang, Xiaoliang Tan, Qingyuan Yang, Wenlin Zhou, Kun Zhu

“…Further analyses confirm the resilience to varying spatial resolutions and complex occlusion patterns. Our code and data are available at: https://github.com/CVEO/RoofMapNet.…”
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