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JoVE Journal

Cancer Research

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Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances

Transcription

This measure can help answer key questions in the biomedical detection field about generating multiple solutions. The main advantage of this technique is that it provides a user-friendly graphical user interface for assisting biomedical researcher

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Existing algorithms generate one solution for a biomarker detection dataset. This protocol demonstrates the existence of multiple similarly effective solutions and presents a user-friendly software to help biomedical researchers investigate their datasets for the proposed challenge. Computer scientists may also provide this feature in their biomarker detection algorithms.

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