| ### Summary for Dashboard Navigation | |
| This tool helps you to explore and analyze radiomics data extracted from the segmentations. You can apply various heuristics to filter out problematic data, and visualize the results. | |
| #### Navigation and Features: | |
| **Page Selection**: | |
| - **Summary**: Shows the summary in pass percentage of each heurisitic as if applied individually. | |
| - **Plots**: Shows detailed visualizations and data filtering options. | |
| **Filters**: | |
| - **Radiomics Feature**: Allows selection from a variety of radiomics features such as Volume from Voxel Summation, Mean, Variance, etc. for specific analytical criteria. | |
| - **Body Part**: Enables targeted analysis by selecting the desired anatomical region. | |
| - **Laterality**: Provides the ability to specify the laterality (left or right) for applicable organ systems. | |
| - **Segmentation Completeness**: Offers a dropdown menu to filter segmentations based on their completion status. | |
| - **Laterality Check**: Includes a dropdown menu to assess the pass/fail status of laterality checks. | |
| - **Minimum of 5 mL**: Facilitates filtering of segmentations with a volume of at least 5 milliliters, classified as either passed or failed. | |
| - **Connected Volumes**: Lets users set a threshold for the maximum number of connected components they wish to allow in their analysis. | |
| - **Voxel Number**: Provides a slider bar to filter data based on a range of voxel numbers present in the imaging data. | |
| - **Radiomics Feature Values**: Allows users to set a range for values of selected radiomics features to refine analysis. | |
| - **Select column to sort by**: Enables users to organize the displayed data by sorting any column present within it. | |
| - **Sort in descending order**: Gives users the option to sort data in either descending or ascending order. | |
| - **Page Number**: Allows users to navigate through the dataset. Only 10 rows are displayed at a time for easy viewing. | |
| - **Download the filtered dataset**: Provides the option to download the dataset as a CSV file after applying the desired filters. | |
| **Filtered Data Display**: | |
| - Views a paginated table of filtered data. Please use 'sortby' filter in the sidebar to sort the underlying data. | |
| - Includes direct links to the OHIF viewer for each StudyInstanceUID. | |
| - Use StudyInstanceUID in combination with Source CT scan's seriesNumber to view the scan of interest. | |
| **Visualizations**: | |
| - **Violin Plots**: Shows the distribution of the standard deviation of the selected radiomics feature before and after filtering. | |
| - **[UpSet Plots](https://ieeexplore.ieee.org/document/6876017)**: Visualize intersections of passed and failed qualitative checks. | |
| #### Using the Dashboard: | |
| 1. **Select the desired page** from the sidebar. | |
| 2. **Apply filters** as needed using the sidebar options to narrow down your dataset. | |
| - **Note**: Please change to a different bodyPart to reset the filters or when you encounter an error message, while we continue improving this dashboard. | |
| 3. **View and analyze the data** in the main panel through tables and plots. | |
| 4. **Download the filtered data** for offline analysis. |