A. Displays a heatmap of differentially expressed genes in the GSE81173. حسب Min-xiao Wang (20868922)

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A-B. The chord diagram illustrates the enrichment of IRF4 and its co-expressed genes across Gene Ontology (GO) categories (left panel) and Kyoto Encyclopedia of Genes and Genomes (... حسب Min-xiao Wang (20868922)

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A-B. Expression of IRF4 and ELANE in MDS - Indicates that compared to the normal control group, the expression levels of both in the MDS disease group show significant reductions a... حسب Min-xiao Wang (20868922)

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A-B. Expression of IRF4 and ELANE in the experimental group compared to the normal control group showed significantly reduced expression levels of IRF4 and ELANE in the MDS disease... حسب Min-xiao Wang (20868922)

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A-B. Differential expression heatmap of IRF4 and ELANE genes, grouped by high and low expression of disease-associated features. حسب Min-xiao Wang (20868922)

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Screening of variables based on Lasso regression. حسب Min-xiao Wang (20868922)

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A. Illustrates the GO enrichment analysis pathway diagram for gene IRF4, where the x-axis denotes the count of enriched genes, and the y-axis represents the enrichment significance... حسب Min-xiao Wang (20868922)

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A-B. This Enrichment Score (ES) plot displays the enrichment of IRF4 and its co-expressed gene high expression group across Gene Ontology (GO) categories and Kyoto Encyclopedia of... حسب Min-xiao Wang (20868922)

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Flow chart of research design and analysis. حسب Min-xiao Wang (20868922)

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A-B. The boxplots present the distribution of scores for IRF4 and ELANE immune-related functions in low-expression and high-expression groups. حسب Min-xiao Wang (20868922)

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A. Bar chart for accuracy evaluation of six models. حسب Min-xiao Wang (20868922)

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A. The boxplot displays the distribution of enrichment scores for disease-related immune functions between the control group and the experimental group. حسب Min-xiao Wang (20868922)

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Description of data sources. حسب Gowtham A. Rao (8261928)

"…<div><p>Objective</p><p>This paper introduces a novel framework for evaluating phenotype algorithms (PAs) using the open-source tool, Cohort Diagnostics.…"

Data Sheet 1_Enhancing needle puncture detection using high-pass filtering and diffuse reflectance.pdf حسب Rachael L’Orsa (21251894)

"…Four data-driven puncture-detection (DDPD) algorithms from the literature, which are appropriate for use with the variable tool velocities produced by manual insertions, were applied to the resulting data set offline. …"

Outline of OSCNN. حسب Reyhane Ahmadi (14857363)

"…However, conventional electronic AI-based processors often encounter challenges related to processing speed and thermal dissipation. As an alternative, optical implementations of such processors have been proposed, capitalizing on the intrinsic information-processing capabilities of light. …"

OSCNN accuracy with different feature extractors. حسب Reyhane Ahmadi (14857363)

"…However, conventional electronic AI-based processors often encounter challenges related to processing speed and thermal dissipation. As an alternative, optical implementations of such processors have been proposed, capitalizing on the intrinsic information-processing capabilities of light. …"

Data and codes for the paper "Machine-Learning-Enabled Spatial Pattern Mining: Evaluating the Impact of Imperfect Inputs". حسب Zhili Li (18836803)

High-Throughput Mass Spectral Library Searching of Small Molecules in R with NIST MSPepSearch حسب Andrey Samokhin (20282728)

"…Despite the availability of numerous library search algorithms, those developed by NIST and implemented in MS Search remain predominant, partly because commercial databases (e.g., NIST, Wiley) are distributed in proprietary formats inaccessible to custom code. …"

SpeLL: An Agent for Natural Language-Driven Intelligent Spectral Modeling حسب Jiashun Fu (20888176)

"…The core strength of SpeLL lies in its dual RAG pathways. The Code RAG provides specialized code knowledge for spectral data analysis, enabling the LLM to generate robust and domain-specific analytical scripts that address the implementation and optimization of algorithms. …"

Table 3_Successful prediction of LC8 binding to intrinsically disordered proteins sheds light on AlphaFold’s black box.xlsx حسب Douglas R. Walker (3664039)