Home Tab

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Projects

To clear any open data and analysis in MassVision, click on Clear data and analysis button in Project section. We recommend that users clear MassVision before uploading any new MSI data, or starting a new independent task.

If you have a saved MassVision project that you would like to resume working on, click Load project button.

Important

After loading a saved MassVision project, you must reload the corresponding MSI data to resume editing from where you left off.

MassVision projects contain all processed files, such as annotated scenes, labeled segments, and visualizations. However, the original MSI data used in the analysis is excluded to prevent project size inflation and avoid duplicating the original data.

Quick Access

MassVision is organized into multiple tabs, each containing specific functionalities to help you efficiently manage and navigate the system. The Quick access section provides convenient access to all tabs within MassVision. The available modules include:

  • Data Import/Export – Importing and exporting MSI and pathology data

  • Visualization – Interactive visualization tools for data exploration

  • Dataset Curation – Co-localization, annotation, and labeled dataset generation

  • Multi-Dataset Alignment – Ion alignment and peak matching between datasets

  • Dataset Preprocessing – Normalization, filtering and aggregation

  • Statistical Analysis – Data distribution exploration, box plot, Volcano plot

  • AI Supervised Training – Feature ranking and selectin, model training and evaluation

  • AI Performance Report – Modules for evaluating and reporting model performance.

  • AI Model Deployment – Tools for deploying trained models into whole-slide MSI data.

By selecting a button, you will be directed to the corresponding tab.

Resources

This section provides quick access to essential online support materials that assist users in working effectively with MassVision. This includes:

  • User Manual – A comprehensive online guide detailing the features, functionality, and usage of the system.

  • Sample Data – Online example datasets for testing, demonstration, or familiarization with key workflows.

  • Codebase – Access to the online code repository, enabling users to explore or contribute to the MassVision platform.

By selecting any of these options, users will be directed to the corresponding online resource.