The Role of IL-33 in Gut Mucosal Inflammation by Luca Pastorelli, Carlo De Salvo, Maurizio Vecchi, Theresa T. Pizarro

“…This review focuses on the available data regarding IL-33/ST2 in the physiological and inflammatory states of the gut in order to speculate on the possible roles of this novel IL-1 family member in intestinal inflammation.…”
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Fault Diagnosis for Reducer via Improved LMD and SVM-RFE-MRMR by Xiaoguang Zhang, Zhenyue Song, Dandan Li, Wei Zhang, Zhike Zhao, Yingying Chen

“…To deal with the problem, a novel fault diagnosis approach for rotating machinery is presented by combining improved local mean decomposition (LMD) with support vector machine–recursive feature elimination with minimum redundancy maximum relevance (SVM-RFE-MRMR). …”
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SQL Injection Detection Based on Lightweight Multi-Head Self-Attention by Rui-Teng Lo, Wen-Jyi Hwang, Tsung-Ming Tai

“…This paper presents a novel neural network model for the detection of Structured Query Language (SQL) injection attacks for web applications. …”
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Feature Extraction and Selection Scheme for Intelligent Engine Fault Diagnosis Based on 2DNMF, Mutual Information, and NSGA-II by Peng-yuan Liu, Bing Li, Cui-e Han, Feng Wang

“…A novel feature extraction and selection scheme is presented for intelligent engine fault diagnosis by utilizing two-dimensional nonnegative matrix factorization (2DNMF), mutual information, and nondominated sorting genetic algorithms II (NSGA-II). …”
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Weapon-Target Assignment Problem by Multiobjective Evolutionary Algorithm Based on Decomposition by Xiaoyang Li, Deyun Zhou, Qian Pan, Yongchuan Tang, Jichuan Huang

“…According to these characteristics, an improved MOEA/D framework is introduced. A novel decomposition mechanism is designed. The mating restriction and selection operation are reformulated. …”
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Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study by Philip Hempel, Antônio H. Ribeiro, Marcus Vollmer, Theresa Bender, Marcus Dörr, Dagmar Krefting, Nicolai Spicher

“…AI-ECG models estimate aging effects as a novel biomarker but have only been evaluated on single ECGs—without utilizing longitudinal data. …”
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Implementation of Moodle, an open-source solution for Team Based Learning by Reid Proctor, Renee Hayslett

“…Two classes of professional pharmacy students were surveyed to capture perceptions of this novel use of the Moodle system. In addition, system usage data was also collected. …”
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A Power-Efficient Soft-Output Detector for Spatial-Multiplexing MIMO Communications by Hsiao-Chi Wang, Tung-Lin Liu, Yuan-Wei Wu, Hsi-Pin Ma

“…VLSI implementation of a configurable power-efficient MIMO detector is proposed to support 4×4 spatial multiplexing and modulation from QPSK to 64-QAM. A novel tree search algorithm is proposed to enable the detector to provide soft outputs and to be implemented in parallel and pipelined hardware architecture. …”
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Source enumeration via RMT estimator with adaptive decision criterion based on linear shrinkage estimation of noise eigenvalues using relatively few samples by Huiyue Yi

“…Based on these results, a novel LS‐RMT estimator with adaptive decision criterion (termed as ‘LS‐RMT‐ADC estimator’) is proposed by utilising the LS‐RMT estimator, and the proposed LS‐RMT‐ADC estimator can adaptively select its decision threshold and determine the noise variance in the selected decision threshold. …”
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Multistep photovoltaic power forecasting based on multi-timescale fluctuation aggregation attention mechanism and contrastive learning by Liang Yuan, Xiangting Wang, Yao Sun, Xubin Liu, Zhao Yang Dong

“…In response to this deficiency, this paper proposes a novel attention mechanism that aggregates fluctuations across multiple time scales. …”
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The need for smart microalgal bioprospecting by Joan Labara Tirado, Andrei Herdean, Peter J. Ralph

“…We will also explore current advances driving the next generation of smart algal bioprospecting focusing on novel workflows and transdisciplinary methodologies with the potential to enable high-throughput microalgal biodiscoveries. …”
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FBXW7 Reduces the Cancer Stem Cell-Like Properties of Hepatocellular Carcinoma by Regulating the Ubiquitination and Degradation of ACTL6A by Xing Wang, Ying Li, Yongning Li, Peng Liu, Songbai Liu, Yaozhen Pan

“…The current findings suggested that FBXW7 reduces the stemness of HCC cells by targeting and degrading ACTL6A and provides a novel target for the diagnosis and treatment of HCC.…”
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Significance of Algal Polymer in Designing Amphotericin B Nanoparticles by Saurabh Bhatia, Vikash Kumar, Kiran Sharma, Kalpana Nagpal, Tanmoy Bera

“…Development of oral amphotericin B (AmB) loaded nanoparticles (NPs) demands a novel technique which reduces its toxicity and other associated problems. …”
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Single-Cell Sequencing Technology in Oncology: Applications for Clinical Therapies and Research by Baixin Ye, Qingping Gao, Zhi Zeng, Creed M. Stary, Zhihong Jian, Xiaoxing Xiong, Lijuan Gu

“…Therefore, the development of novel methods to determine and characterize oncologic cellular heterogeneity is a critical next step in the development of novel cancer therapies. …”
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Efficacy of Betaproteobacteria-based insecticides for managing whitefly, Bemisia tabaci (Hemiptera: Aleyrodidae), on cucumber plants by Shannag Hail Kamel

“…This study evaluates the efficacy of two novel Betaproteobacteria-based insecticides: Burkholderia spp. strain A396 (Venerate XC) and Chromobacterium subtsugae strain PRAA4-1 (Grandevo WDG) against B. tabaci. …”
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Fast binary logistic regression by Nurdan Ayse Saran, Fatih Nar

“…This study presents a novel numerical approach that improves the training efficiency of binary logistic regression, a popular statistical model in the machine learning community. …”
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Chitosan and Its Nanoparticles: A Multifaceted Approach to Antibacterial Applications by Emir Akdaşçi, Hatice Duman, Furkan Eker, Mikhael Bechelany, Sercan Karav

“…In conjunction with this line of inquiry, researchers are strongly urged to concentrate their efforts on developing novel and ground-breaking applications of chitosan NPs.…”
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Adipose Tissue-Derived Stem Cells Alleviate Cold Allodynia in a Rat Spinal Nerve Ligation Model of Neuropathic Pain by Hyeon Seok Jwa, Yong Ho Kim, Jaehee Lee, Seung-Keun Back, Chul-Kyu Park

“…These results suggest a novel and alternative therapeutic application of ASCs to target specific neuropathic pain behaviors.…”
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Enhanced crayfish optimization algorithm: Orthogonal refracted opposition-based learning for robotic arm trajectory planning. by Yuefeng Leng, Chunlai Cui, Zhichao Jiang

“…The study successfully introduces novel population initialization and search strategies for improvement, as well as practical verification in solving the robotic arm path problem. …”
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Reparameterization Invariant Model of a Supersymmetric System: BRST and Supervariable Approaches by A. Tripathi, B. Chauhan, A. K. Rao, R. P. Malik

“…., a 1D model of a massive spinning particle) is a novel result in our present endeavor. In the application of ACSA, we have considered only the (anti-)chiral super expansions of the supervariables. …”
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