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Glycopattern comparison of sperm and exosomes from conventional in vitro fertilization and rescue intracytoplasmic sperm injection: Enhancing sperm motility through exosome‐mediate...
Published 2025-06-01“…Abstract Infertility is a global issue, with male factors contributing to approximately 50% of cases. …”
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Phosphoribosyl transferase domain containing 1: A prognostic biomarker in testicular germ cell tumors
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A Novel Ensemble Feature Selection Technique for Cancer Classification Using Logarithmic Rank Aggregation Method
Published 2024-04-01“…Recent studies have shown that ensemble feature selection (EFS) has achieved outstanding performance in microarray data classification. However, some issues remain partially resolved, such as suboptimal aggregation methods and non-optimised underlying FS techniques. …”
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Reconstructing Dynamic Gene Regulatory Networks Using f-Divergence from Time-Series scRNA-Seq Data
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RETRACTED ARTICLE: Multi-stage biomedical feature selection extraction algorithm for cancer detection
Published 2023-04-01“…Early cancer detection is greatly aided by machine learning and artificial intelligence (AI) to gene microarray data sets (microarray data). Despite this, there is a significant discrepancy between the number of gene features in the microarray data set and the number of samples. …”
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Machine learning-based single-sample molecular classifier for cancer grading
Published 2025-07-01“…While low- and high-grade tumors are predictive of patient survival for many cancers, tumors of intermediate morphological grades are considered unreliable due to interobserver variability and thus do not have clear prognostic significance. To address this issue, we devised a molecular-based classifier that uses gene expression data from RNA sequencing (RNA-seq) or microarray profiling to predict high- and low-grade risk groups for breast, lung, and renal cancers. …”
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Use of data-biased random walks on graphs for the retrieval of context-specific networks from genomic data.
Published 2010-08-01“…We also present NetWalk analysis of microarray gene expression data from MCF7 cells exposed to different doses of doxorubicin, which reveals a switch-like pattern in the p53 regulated network in cell cycle arrest and apoptosis. …”
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SMART: unique splitting-while-merging framework for gene clustering.
Published 2014-01-01“…Moreover, two real microarray gene expression datasets are studied using this approach. …”
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Improving machine learning detection of Alzheimer disease using enhanced manta ray gene selection of Alzheimer gene expression datasets
Published 2025-08-01“…However, the late enriched understanding of the genetic underpinnings of AD has been made possible due to recent advancements in data mining analysis methods, machine learning, and microarray technologies. However, the “curse of dimensionality” caused by the high-dimensional microarray datasets impacts the accurate prediction of the disease due to issues of overfitting, bias, and high computational demands. …”
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Seasonal changes in patterns of gene expression in avian song control brain regions.
Published 2012-01-01“…We tested this by using the extracted RNA to perform a cDNA microarray hybridization developed by the SoNG initiative. …”
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Increase of microRNA-210, decrease of raptor gene expression and alteration of mammalian target of rapamycin regulated proteins following mithramycin treatment of human erythroid c...
Published 2015-01-01“…Expression and regulation of microRNAs is an emerging issue in erythroid differentiation and globin gene expression in hemoglobin disorders. …”
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Association of serum biomarkers with early neurologic improvement after intravenous thrombolysis in ischemic stroke.
Published 2022-01-01“…Preset 49 biomarkers were measured through microarray analysis. Enrichment of gene ontology and pathway, and protein-protein interaction network were analyzed in the identified biomarkers.…”
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Fetal medicine and current practice of prenatal screening
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Long-term expansion of basal cells and the novel differentiation methods identify mechanisms for switching Claudin expression in normal epithelia
Published 2025-04-01“…To verify this differentiation-switching technique, we obtained microarray data comparing each differentiation state. …”
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