Publications by authors named "Weng Ian Chan"
Article Synopsis
- Visual observation of muscle tissue regeneration is important for understanding muscle strength decline due to illness or aging, but quantifying this recovery phase has been challenging due to the localized nature of healing and image analysis difficulties.
- The MyoRegenTrack tool was developed to segment cells and classify their regeneration phases in stained images, using weakly supervised learning instead of detailed annotations for each cell, which is impractical.
- Testing showed MyoRegenTrack effectively matched results with expert assessments and was consistent with prior research comparing recovery from different muscle injection methods.
