five

Supporting data for JAHA paper by Bifulco et al.

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NIAID Data Ecosystem2026-05-01 收录
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https://figshare.com/articles/dataset/Supporting_data_for_JAHA_paper_by_Bifulco_et_al_/23605671
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Figures 2 and 3 can be recreated from the data in the first sheet. Figures 4C, 5, and 6 can be recreated using the data in the second sheet. Each row in Sheet 3 (Features for Machine Learning) indicates a Non-conductive region, which has been tagged as either Arr or No in column B. Columns highlighted in yellow (F-I) are the features inputted into the random forest machine learning model. Values in Sheet 4 (Area of Vein-Valve) are intermediary steps used to determine the area of a flattened Vein/Valve region (see Figure S3). A non-conducitve region (i.e, row) in Sheet 3 (Features for Machine Learning) has a corresponding row in Sheet 2 (Figures 4-6) for which the SHAP value is matched with the associated feature value of that region. Examples from Figure 5 are highlighted in yellow in both sheets.
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2023-06-29
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