Aberrant DNMT1-mediated DACH1 methylation is associated with colorectal adenoma-to-carcinoma progression by Yan Zhang, Yan Zhang, Honggang Liu

“…The relationships among them were evaluated using Pearson or Spearman correlation analysis. …”
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Cellular Automata-Based Parallel Random Number Generators Using FPGAs by David H. K. Hoe, Jonathan M. Comer, Juan C. Cerda, Chris D. Martinez, Mukul V. Shirvaikar

“…A standard software package for statistically evaluating the quality of random number sequences known as Diehard is used to validate the results. …”
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TFTformer: A novel transformer based model for short-term load forecasting by Ahmad Ahmad, Xun Xiao, Huadong Mo, Daoyi Dong

“…Furthermore, an Analysis of Variance is conducted to evaluate the impact of each component of the TFTformer. …”
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Optimized T7 Amplification System for Microarray Analysis by C. Pabón, Z. Modrusan, M.V. Ruvolo, I.M. Coleman, S. Daniel, H. Yue, L.J. Arnold, M.A. Reynolds

“…Glass cDNA microarray technologies offer a highly parallel approach for profiling expressed gene sequences in disease-relevant tissues. However, standard hybridization and detection protocols are insufficient for milligram quantities of tissue, such as those derived from needle biopsies. …”
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Windows Malware Detection via Enhanced Graph Representations with Node2Vec and Graph Attention Network by Nisa Vuran Sarı, Mehmet Acı, Çiğdem İnan Acı

“…The dual role of GAT as a classifier and feature extractor is also analyzed to evaluate its impact on embedding quality and classification accuracy. …”
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Amoxicillin Resistance: An In Vivo Study on the Effects of an Approved Formulation on Antibiotic Resistance in Broiler Chickens by Ádám Kerek, Ábel Szabó, Ákos Jerzsele

“…Cloacal swabs were collected on days 0, 14, and 28 for shotgun metagenomic sequencing. One-way ANOVA was used to evaluate treatment effects on body weight, with significant differences observed from day 14 onward (<i>p</i> < 0.0001). …”
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Mitochondria-related gene-based molecular subtypes of lung adenocarcinoma and their prognostic implications by Ziyi Zhanghuang, Fei Xie, Xuemei Ma, Jinfeng Chen

“…Drug sensitivity disparities were further assessed. Single-cell RNA sequencing data were analyzed using an XGBoost classifier to delineate cell-type heterogeneity across subtypes at single-cell resolution. …”
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MixDiff-TTS: Mixture Alignment and Diffusion Model for Text-to-Speech by Yongqiu Long, Kai Yang, Yuan Ma, Ying Yang

“…Additionally, we introduce a Word-to-Phoneme Attention module with a relative position bias mechanism to improve the model’s capacity for processing long text sequences. We evaluate the performance of MixDiff-TTS on the LJSpeech dataset. …”
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Novel symbiotic protoplasts formed by endophytic fungi explain their hidden existence, lifestyle switching, and diversity within the plant kingdom. by Peter R Atsatt, Matthew D Whiteside

“…Mycosomes discovered in chicken egg yolk provided a plant-independent source for analysis: they formed typical protoplast stages, contained fungal ITS sequences and reverted to walled cells, suggesting mycosome symbiosis with animals as well as plants. …”
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Multi-task genomic prediction using gated residual variable selection neural networks by Yuhua Fan, Patrik Waldmann

“…Abstract Background The recent development of high-throughput sequencing techniques provide massive data that can be used in genome-wide prediction (GWP). …”
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A Spatio-Temporal Deep Learning Approach for Efficient Deepfake Video Detection by Raman Z. Khudhur, Marwan A. Mohammed

“…By means of a pre-trained EfficientNetV2-B0 model, the proposed framework efficiently extracts spatial characteristics from each frame, subsequently, and Bidirectional Long Short-Term Memory layers help to capture temporal relationships from video sequences. We evaluate STIDD on the FaceForensics++ (FF++) dataset encompassing all five manipulation techniques (DeepFakes, FaceSwap, Face2Face, FaceShifter, and NeuralTextures). …”
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AI modeling for outbreak prediction: A graph-neural-network approach for identifying vancomycin-resistant enterococcus carriers. by Gregor Donabauer, Anca Rath, Aila Caplunik-Pratsch, Anja Eichner, Jürgen Fritsch, Martin Kieninger, Susanne Gaube, Wulf Schneider-Brachert, Udo Kruschwitz, Bärbel Kieninger

“…Our study aimed to develop and evaluate an artificial intelligence (AI)-based approach for identifying and predicting of at-risk patients who could assist infection prevention and control staff through a human-in-the-loop approach. …”
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Construction of eukaryotic expression vector of human forkhead box class O6 and its effect on glioma cell survival by GONG Xiaoxia, LI Chao, CAO Xiyue, YANG Chengcheng, HUANG Chao

“…The cell viability and the expression of transcription factor peroxisome proliferator-activated receptor γ coactivator-1α (PGC-1α) were evaluated by 4’,6-diamidino-2-phenylindole (DAPI) staining and quantitative real-time PCR (qPCR), respectively. …”
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Deep learning application to roughness classification of road surface conditions through an e-scooter’s ride quality by Asher Virin, Lalitphat Khongsomchit, Sakdirat Kaewunruen

“…An 80/20 data split initially resulted in lower accuracies due to inappropriate sequencing, which was rectified by adjusting data handling methods. …”
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IoTBystander: A Non-Intrusive Dual-Channel-Based Smart Home Security Monitoring Framework by Haotian Chi, Qi Ma, Yuwei Wang, Jing Yang, Haijun Geng

“…Traditional security solutions, reliant on sequences of IoT-generated event data (e.g., notifications of device status changes and sensor readings), are vulnerable to cyberattacks, such as message forgery and interception and delaying attacks, and fail to monitor non-smart devices. …”
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The retinoic acid receptor beta (Rarb) region of Mmu14 is associated with prion disease incubation time in mouse. by Julia Grizenkova, Shaheen Akhtar, John Collinge, Sarah E Lloyd

“…Candidate genes were evaluated by sequencing the whole transcript including exon-intron boundaries and potential promoters in the parental lines of the HS mice. …”
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Genomic surveillance of SARS-CoV-2 variants using pooled WGS by Inho Park, Yoonjung Kim, Min Hyuk Choi, Kyung-A Lee

“…Abstract This study presents the development and validation of a genomic surveillance strategy using Whole Genome Sequencing (WGS) on normalized pooled samples to detect and monitor SARS-CoV-2 variants. …”
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Evolving trends in the prevalence and treatment of ankylosing spondylitis in Korea from 2010 to 2023: a population-based study by Yu-Seon Jung, Soo-Kyung Cho, Se Rim Choi, Sun-Young Jung, Yoon-Kyoung Sung

“…Future research should focus on optimizing therapeutic sequences and evaluating long-term outcomes in this changing patient population.…”
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Disentangling the functioning of native soil microbes in enhancing nutritional value of Aloe vera and soil health parameters by Neha Singh Chandel, H. B. Singh, Anukool Vaishnav

“…Using partial 16S rRNA gene sequencing, bacterial isolates were identified as Paenibacillus sp., Arthrobacter sp., Pseudomonas sp., and Bacillus sp. …”
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Changes in chromatin accessibility are not concordant with transcriptional changes for single‐factor perturbations by Karun Kiani, Eric M Sanford, Yogesh Goyal, Arjun Raj

“…In concert with RNA‐sequencing, these data in principle enable such mappings; however, few studies have looked at their concordance over short‐duration treatments with specific perturbations. …”
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