Graph Knowledge-Enhanced Iterated Greedy Algorithm for Hybrid Flowshop Scheduling Problem by Yingli Li, Biao Zhang, Kaipu Wang, Liping Zhang, Zikai Zhang, Yong Wang

“…The use of a disjunctive graph provides a clear depiction of the detailed changes in the job sequence both before and after the neighborhood searches, providing a comprehensive view of the operational sequence transformations. …”
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A Machine-Learning-Based Data Science Framework for Effectively and Efficiently Processing, Managing, and Visualizing Big Sequential Data by Alfredo Cuzzocrea, Islam Belmerabet, Abderraouf Hafsaoui, Carson K. Leung

“…The effectiveness of our visual data science solution in improving the user experience of visualization and visual analysis of large sequence data is demonstrated by the real-life evaluation of these sequenced epidemiological data of COVID-19.…”
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Evaluation of Root Canal Obturation Bond Strength Following 2-Week Coronal Seal Loss and Thermal and Chewing Cycling: Ex Vivo Study by Abdulkarim M. Almousa, Smita D. Dutta, Saleh H. Alshudukhi, Nawaf M. Almutairi, Ahmed N. Mohamed

“…Objectives: This study aimed to evaluate the effect of two weeks of thermal and chewing cycling (T&C) on the adhesion of three endodontic sealers—AH Plus (AHP), EndoSequence BC (BC), and AH plus bioceramic (AHPBC)—using the push-out bond strength test. …”
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Safety evaluation of the food enzyme glucan 1,4‐α‐glucosidase from the non‐genetically modified Aspergillus niger strain AGME 1415 by EFSA Panel on Food Enzymes (FEZ), Holger Zorn, José Manuel Barat Baviera, Claudia Bolognesi, Francesco Catania, Gabriele Gadermaier, Ralf Greiner, Baltasar Mayo, Alicja Mortensen, Yrjö Henrik Roos, Marize L. M. Solano, Monika Sramkova, Henk Van Loveren, Laurence Vernis, Daniele Cavanna, Jaime Aguilera, Magdalena Andryszkiewicz, Natalia Kovalkovicova, Eleonora Marini, Francesco Pesce, Giulio diPiazza, Yi Liu

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Transcriptomic analysis and machine learning modeling identifies novel biomarkers and genetic characteristics of hypertrophic cardiomyopathy by Feng Zhang, Chunrui Li, Lulu Zhang

“…ObjectiveThis study aimed to leverage bioinformatics approaches to identify novel biomarkers and characterize the molecular mechanisms underlying hypertrophic cardiomyopathy (HCM).MethodsTwo RNA-sequencing datasets (GSE230585 and GSE249925) were obtained from the Gene Expression Omnibus (GEO) repository. …”
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Drought-induced molecular changes in crown of various barley phytohormone mutants by Anetta Kuczyńska, Martyna Michałek, Piotr Ogrodowicz, Michał Kempa, Natalia Witaszak, Michał Dziurka, Damian Gruszka, Agata Daszkowska-Golec, Iwona Szarejko, Paweł Krajewski, Krzysztof Mikołajczak

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Screening and Whole-Genome Analysis of Probiotic Lactic Acid Bacteria with Potential Antioxidants from Yak Milk and Dairy Products in the Qinghai–Tibet Plateau by Diyan Wu, Haichuan Li, Xuan Wang, Runtong Chen, Di Gong, Danfeng Long, Xiaodan Huang, Zhenchuang Tang, Ying Zhang

“…The strains with the stronger antioxidant potential were then further evaluated for their probiotic properties. Whole-genome sequencing was conducted on <i>Lactobacillus plantarum</i> QL01. …”
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Lightweight pose estimation spatial-temporal enhanced graph convolutional model for miner behavior recognition by WANG Jianfang, DUAN Siyuan, PAN Hongguang, JING Ningbo

“…Skeleton-sequence-based behavior recognition models are characterized by fast processing speeds, low computational requirements, and simple structures. …”
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The intelligent evaluation model of the English humanistic landscape in agricultural industrial parks by the SPEAKING model: From the perspective of fish-vegetable symbiosis in new... by Yiping He, Mingyue Gao, Luyao Wang

“…To more accurately capture the expression of the English humanistic landscape in agricultural industrial parks under the emerging agricultural paradigm of fish-vegetable symbiosis, and to address the limitations of unscientific evaluation standards and inadequate adaptability in Chinese-English translation within multimodal contexts, this study proposes an intelligent translation evaluation framework based on the SPEAKING model-comprising Setting, Participants, Ends, Act Sequence, Key, Instrumentalities, Norms, and Genre. …”
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Safety evaluation of the food enzyme glucan 1,4‐α‐glucosidase from the non‐genetically modified Aspergillus niger strain NZYM‐BO by EFSA Panel on Food Contact Materials; Enzymes and Processing Aids (CEP), Claude Lambré, José Manuel Barat Baviera, Claudia Bolognesi, Pier Sandro Cocconcelli, Riccardo Crebelli, David Michael Gott, Konrad Grob, Evgenia Lampi, Marcel Mengelers, Alicja Mortensen, Gilles Rivière, Inger‐Lise Steffensen, Christina Tlustos, Henk Van Loveren, Laurence Vernis, Holger Zorn, Lieve Herman, Yrjö Roos, Jaime Aguilera, Magdalena Andryszkiewicz, Daniele Cavanna, Ana Criado, Elsa Nielsen, Karin Nørby, Giulio diPiazza, Silvia Peluso, Yi Liu, Andrew Chesson

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Polycystic ovary syndrome and epithelial-mesenchymal transition: Mendelian randomization and single-cell analysis insights by Dong Liu, Dan Liu, Kunyan Zhou

“…Objective This study aimed to explore key genes associated with EMT in PCOS and their potential molecular regulatory mechanisms, exclusively from the perspective of transcriptomics and single-cell RNA sequencing (scRNA-seq), combined with Mendelian Randomization (MR) analysis. …”
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Evaluation of Root Canal Cleaning and Irrigant Penetration Using Different Irrigation Protocols: A Combined SEM and Single‐Tooth Micro‐CT Study by Alfredo Iandolo, Niccolò Giuseppe Armogida, Davide Mancino, Gianrico Spagnuolo, Mariangela Cernera, Dina Abdellatif

“…The same tooth underwent all five irrigation protocols in sequence, with radiopaque irrigant penetration evaluated after each and confirmed through sequential micro‐CT scans. …”
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Evaluating COI and ITS2 dual barcoding for molecular delimitation and taxonomic insights in Arenosetella Wilson, 1932 (Harpacticoida: Ectinosomatidae) along Turkish Coasts by Dilara Bakmaz, Serdar Sönmez, Ertan Mahir Korkmaz

“…ITS2 sequences were subjected to evaluation with regard to nucleotide diversity, secondary structure, and compensatory base changes (CBCs), using both sequence- and structure-based approaches. …”
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m6A methylation profiling as a prognostic marker in nasopharyngeal carcinoma: insights from MeRIP-Seq and RNA-Seq by Xiaochuan Chen, Wenqian Xu, Junping Pan, Hanxuan Yang, Yi Li, Xin Chen, Yingming Sun, Qinying Liu, Sufang Qiu

“…The model’s accuracy was verified using both internal transcriptome databases and external databases. An extensive evaluation of the tumor’s immune microenvironment and signaling pathways was performed, analyzing both transcriptomic and single-cell data.ResultsThe m6A methylation sequencing analysis revealed 194 genes with varying expression levels, many of which are predominantly associated with immune pathways. …”
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Quantifying Intra- and Inter-Observer Variabilities in Manual Contours for Radiotherapy: Evaluation of an MR Tumor Autocontouring Algorithm for Liver, Prostate, and Lung Cancer Pat... by Gawon Han, Arun Elangovan, Jordan Wong, Asmara Waheed, Keith Wachowicz, Nawaid Usmani, Zsolt Gabos, Jihyun Yun, B. Gino Fallone

“…Various autocontouring methods have been previously evaluated against “gold standard” manual contours by experts. …”
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Méthode d’analyse des pauses pour l’évaluation de troubles cognitifs subtils appliquée au Cancer-Related Cognitive Impairment. by Amélie Richard, Fabrice Hirsch, Sophie Jacquin-Courtois

“…Le manque d’outil d’évaluation suffisamment sensible pour déceler ce trouble subtil conduit souvent à un sous-diagnostic. …”
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Translating Muscle RNAseq Into the Clinic for the Diagnosis of Muscle Diseases by Alba Segarra‐Casas, Cristina Domínguez‐González, Daniel Natera‐de Benito, Solange Kapetanovic, Aurelio Hernández‐Laín, Berta Estévez‐Arias, Laura Llansó, Carlos Ortez, Cristina Jou, Itxaso Martí‐Carrera, Arístides López‐Márquez, Maria José Rodríguez, Laura González‐Mera, Velina Nedkova, Roberto Fernández‐Torrón, Benjamín Rodríguez‐Santiago, Cecília Jimenez‐Mallebrera, Raul Juntas‐Morales, Adolfo López‐de Munain, Jordi Surrallés, Andrés Nascimento, Eduard Gallardo, Montse Olivé, Pia Gallano, Lidia González‐Quereda

“…ABSTRACT Objective Approximately half of patients with hereditary myopathies remain without a definitive genetic diagnosis after DNA next‐generation sequencing (NGS). Here, we implemented transcriptome analysis of muscle biopsies as a complementary diagnostic tool for patients with muscle disease but no definitive genetic diagnosis after exome sequencing. …”
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Prevalence and penetrance of pathogenic and likely pathogenic LDLR and APOB gene variants linked to familial hypercholesterolemia and increased risk of ischemic heart disease by I. K. Dzhumaniiazova, A. N. Meshkov, A. N. Meshkov, V.V. Daniel, M. V. Ezhov, E. A. Zelenova, U. V. Chubykina, D.A. Kashtanova, M. V. Ivanov, L. R. Matkava, O. I. Blinova, N. A. Kumar, A. Y. Fedorov, H. U. Ibragimova, T. A. Lavrikova, Y. O. Aksenova, T. M. Gurciev, N. V. Gomyranova, Y. S. Vorobeva, Z. B. Hasanova, V. S. Yudin, V. V. Makarov, A. A. Keskinov, S. A. Kraevoy, S. A. Boytsov, S. M. Yudin, V. I. Skvortsova

“…All genetic data were obtained through the whole-genome sequencing of blood leukocytes.ResultsA total of 1.77% of participants carried pathogenic or likely pathogenic variants in the LDLR or APOB genes, and none in the PCSK9 gene. …”
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Phenotypic and Genomic Insights into <i>Schleiferilactobacillus harbinensis</i> WU01, a Candidate Probiotic with Broad-Spectrum Antimicrobial Activity Against ESKAPE (<i>Enterococc... by Chonticha Romyasamit, Komwit Surachat, Nawanwat C. Pattaranggoon, Pinkanok Suksabay, Uttapol Permpoon, Tae-Gyu Nam, Phoomjai Sornsenee

“…Antimicrobial activity against ESKAPE pathogens was evaluated using the agar well diffusion assay. Whole-genome sequencing (WGS) and in silico analysis were performed to identify bacteriocin-related genes, virulence factors, and antibiotic-resistance genes. …”
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Patterns of left ventricular trabeculation in hypertrophic cardiomyopathy by Yu Zhang, Di Zhou, Yuming Zhu, Qiya Huang, Jizheng Wang, Channa Zhang, Lianming Kang, Minjie Lu, Lei Song

“…This study aims to clarify the characteristics of LV trabeculation and evaluate its prognostic value in HCM. Methods We evaluated 1028 patients with HCM undergoing cardiac magnetic resonance. …”
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