Investigating a three-dimensional convolution recognition model for acoustic emission signal analysis during uniaxial compression failure of coal by Tao Wang, Zishuo Liu, Liyuan Liu

“…The resulting acoustic emission parameters were then transformed into spatiotemporal image sequences for input to the model. Successfully identifying hazardous coal damage stages, all four network structures (DenseNet, DenseNet + GC, DenseNet + SE, DenseNet + GC + SE) achieved over 98.29% predictive accuracy in verification samples. …”
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Comprehending the outer membrane protein modelling of pathogenic Gram-negative bacteria for in silico antibiotics screening by Nirwantono Rudi, Hidayat Alam Ahmad, Kusnadi Angelica Laura, Mozar Fitya Syarifa, Imani Alyssa, Pardamean Bens

“…In this study, a pipeline to construct BamA protein model from pathogenic MDR strains of Klebsiella pneumoniae HS11286 and Shigella flexneri A was established using Modeller 10.5, followed by refinement and models evaluations. The BamA sequences from K. pneumoniae and S. flexneri used in this pipeline shared about 91.01% and 99.75% identity, subsequently, with BamA from Escherichia coli K12. …”
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Teaching Communication and Functional Life Skills in Children Diagnosed with Autism Spectrum Disorder by Juliana Ribeiro Rabelo Costa, Daniel Carvalho de Matos

“…The effects of the intervention on the emergence of related non-verbal repertoires were evaluated. During intervention, the scripts were textual for one participant, who initially read the sentences. …”
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Identification and validation of five ferroptosis-related molecular signatures in keloids based on multiple transcriptome data analysis by Zhen Sun, Yonghong Qin, Xuanfen Zhang

“…Further analysis through GSEA pathway enrichment, GSVA gene set variation, immune cell infiltration analysis, and single-cell sequencing revealed that these genes were primarily involved in the fibrotic process. …”
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Novel Cuproptosis-Related Gene Signature for Precise Identification of High-Risk Populations in Low-Grade Gliomas by Ping Chen, Hailing Han, Xuejie Wang, Bing Wang, Zhanfeng Wang

“…We analyzed 926 LGGs from 2 public datasets, all of which were RNA sequencing datasets. On the basis of immune scores, the LGG population was split into different risk categories with X-tile. …”
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Periodontal Pathogens Correlate with Rheumatoid Arthritis Disease Parameters: A Systematic Review Based on Clinical Studies by Luki Astuti, Sri Lelyati Chaidar Masulili, Indrayadi Gunardi, Benso Sulijaya, Yuniarti Soeroso

“…The data were obtained from microbiological assays by RT-PCR/qPCR, sequencing, and serological testing of disease parameters (ACPA, aCCP, and RF) utilizing ELISA method. …”
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EMP1 as a Potential Biomarker in Liver Fibrosis: A Bioinformatics Analysis by Xuchen Chen, Xinliang Lv, Manman Han, Yexiao Hu, Wanqiong Zheng, Haibo Xue, Zhuokai Li, Kui Li, Wei Tan

“…In this study, we combined a publicly accessible single-cell transcriptome of human liver with microarray datasets to evaluate the cell-specific expression patterns of differentially expressed genes in the liver. …”
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Molecular Characterization and Mineralizing Potential of Phosphorus Solubilizing Bacteria Colonizing Common Bean (Phaseolus vulgaris L.) Rhizosphere in Western Kenya by Kelvin Kiprotich, John Muoma, Dennis O. Omayio, Tavasi S. Ndombi, Clabe Wekesa

“…The phosphate solubilization potential of the isolates was evaluated under agar and broth medium of National Botanical Research Institute’s phosphate (NBRIP) supplemented with tricalcium calcium phosphate (TCP). …”
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Protective Effect of the Ethanol Extract from Hericium erinaceus Against Ethanol-Induced Gastric Ulcers by Guoying Lv, Xiaoya Song, Zuofang Zhang

“…The ethanol-induced experimental gastric injury model was used to evaluate the gastroprotective activity of extracts. …”
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The spatiotemporal program of DNA replication is associated with specific combinations of chromatin marks in human cells. by Franck Picard, Jean-Charles Cadoret, Benjamin Audit, Alain Arneodo, Adriana Alberti, Christophe Battail, Laurent Duret, Marie-Noelle Prioleau

“…The precise identification of origins based on the high-throughput sequencing of SNS constitutes a new methodological challenge. …”
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Enhanced Cleft Lip and Palate Classification Using SigLIP 2: A Comparative Study with Vision Transformers and Siamese Networks by Oraphan Nantha, Benjaporn Sathanarugsawait, Prasong Praneetpolgrang

“…A comparative analysis is conducted, evaluating the performance of our original ViT-Siamese network model (using BiomedCLIP) against a new model leveraging SigLIP 2 for feature extraction. …”
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scFTAT: a novel cell annotation method integrating FFT and transformer by Binhua Tang, Yiyao Chen

“…Abstract Background Advancements in high-throughput sequencing and deep learning have boosted single-cell RNA studies. …”
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Characteristics and Clinical Significance of Intestinal Microbiota in Patients with Chronic Hepatitis B Cirrhosis and Type 2 Diabetes Mellitus by Xiu Sun, Xin Chi, Yingying Zhao, Shunai Liu, Huichun Xing

“…The purpose of this study was to investigate the characteristics of intestinal microbiota in patients with LCDM and to evaluate the relationship between the severity of intestinal microbiota imbalance and clinical significance. …”
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Targeted Therapy for Metastatic Renal Cell Carcinoma by Andika Afriansyah, Agus Rizal AH. Hamid, Chaidir A Mochtar, Rainy Umbas

“…In the majority of trials evaluating targeted therapy, patients were stratified according to Memorial Sloan Kattering Cancer Center (MSKCC) risk model and the recommendation of targeted treatment based on risk features. …”
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Assessing the spatiotemporal distribution of bufonid herpesvirus 1 (BfHV1) in Europe by Philipp Böning, Tobias Hildwein, Viktoria Ferner, Jonas Henn, Eva Kappe, Jesse Erens, Benjamin Lamp, Tobias Eisenberg, Amadeus Plewnia

“…While extensive contributions have been made to study chytrid fungi and ranaviruses in the last two decades, other amphibian pathogens have remained largely unstudied. Here, we evaluated the spatiotemporal distribution of Bufonid herpesvirus 1 (BfHV1) in Europe, a pathogen capable infecting true toads (family Bufonidae). …”
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Construction of an immunogenic cell death-related LncRNA signature to predict the prognosis of patients with lung adenocarcinoma by Shuaishuai Wang, Yi Zhang

“…Then, the reliability of the signature was evaluated in the training, validation and whole cohorts. …”
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Bioremediation of heavy metals using Staphylococcus xylosus isolates from the little Akaki river, Addis Ababa, Ethiopia by Smegnew Melese, Bayable Atinafu, Getnet Belay, Addis Simachew

“…In this study, heavy metal- resistant bacterial isolates were identified, and their heavy metal sequestration potential was evaluated in nutrient broth media supplemented with heavy metals and in real wastewater. …”
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Microglia-derived CXCL2 induced neuronal ferroptosis via CXCR2/Jun axis in sepsis-associated encephalopathy by Yu-Shen Yang, Jin-Wei Liang, Meng-Qin Pei, Yu-Ming Fang, Zhen-Dong Sun, He-Fan He

“…Afterward, BV2 and HT22 were used to instead of microglia and neuron respectively and the co-cultured system was used to simulate their interaction in vivo environment. RNA-sequencing technology was applied to investigate the key mechanism and targets of CXCL2-induced neuronal ferroptosis. siRNA was used to evaluate the function of key molecules.ResultsCecum ligation perforation (CLP) induced an obvious cognitive dysfunction, shorten the survival time and promoted the activation of microglia and neuronal loss. …”
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Utilizing Artificial Intelligence for Microbiome Decision-Making: Autism Spectrum Disorder in Children from Bosnia and Herzegovina by Džana Bašić-Čičak, Jasminka Hasić Telalović, Lejla Pašić

“…Methods: A total of 60 gut microbiome samples (16S rRNA sequences) were analyzed, with 44 from children with ASD and 16 from neurotypical children. …”
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Exploring the Effects of Trichoderma virens Biofungicide on Carrot Cavity Spot and Soil Fungal Community Dynamics by Setu Bazie Tagele, Emma W. Gachomo

“…Analysis of soil fungal communities using Illumina MiSeq sequencing revealed that SoilGard exerted a significant, albeit temporary, effect on the fungal community structure. …”
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