Modular architecture design of PyNoetic showing all its constituent functions. by Gursimran Singh (575288)

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Block diagram of PConv and FasterNetBlock modules. by Qian Shen (89639)

Subjects: “…existing mainstream algorithms…”

Comparison of PyNoetic’s functionality for BCI design with other existing state-of-the-art frameworks. by Gursimran Singh (575288)

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Significance levels of gene biomarkers. by Zongjin Li (38031)

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Clustering performance comparison. by Zongjin Li (38031)

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ROC for all gene biomarkers as features. by Zongjin Li (38031)

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The gene biomarkers by the proposed method. by Zongjin Li (38031)

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Heat map analysis of the biomarkers. by Zongjin Li (38031)

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ROC for all gene biomarkers as features on the GSE113439 set. by Zongjin Li (38031)

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ROC curve for gene biomarkers. by Zongjin Li (38031)

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Comparison with published methods. by Zongjin Li (38031)

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The ROC Curve of Comparison with published methods. by Zongjin Li (38031)

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ROC curve for gene biomarkers on the validated set. by Zongjin Li (38031)

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The distribution of the gene biomarkers in positive and negative samples in the GSE113439 database. by Zongjin Li (38031)

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Worm Tracking Module. by Xiaoke Liu (11388323)

Functional enrichment analysis. by Junjie Su (368807)

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(a-b) The LASSO algorithm was used for hyperparameter tuning and identification of the important predictive features. by Devi Soorya Narayana Sasikumar (22331743)

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WGCNA and machine learning algorithms. by Shushu Wang (6870191)

Key gene identification based on two machine learning algorithms. by Lijun Guo (605276)

The working principle of the CGBD module. by Dongshan Jiang (21866339)

“…The model uses StarNet to replace the backbone network of YOLOv8 to reduce the size of the model. The C2f_Star module is introduced in the neck structure instead of the original C2f module. …”