The tool demonstrates three core values in healthcare scenarios:
- Diagnostic imaging aids
- CT scans labeled with a 2mm nodule may produce a description that meets radiologic criteria, such as "gross glass lesion with vascularization".
- Support DICOM format direct parsing
- Surgical Video Analysis
- Tracking of instrument trajectories in endoscopic images
- Automatic generation of spatial and temporal descriptions such as "Electrocoagulation hook operated 3 cm from the hepatic portal vein".
- Pathology report generation
- Labeling of abnormal cell areas on stained sections
- Output specialized descriptions such as "increased nucleoplasmic ratio and uneven chromatin distribution".
Recommendations for actual deployment:
1) Activating the medical lexicon using the -medical parameter of the DAM-3B model
2) Multi-modal data fusion with software such as 3D Slicer
This answer comes from the articleDescribe Anything: Open source tool for generating detailed descriptions of images and video regionsThe
May not be reproduced without permission:AI productivity tools " What are some specific application scenarios for Describe Anything in the medical field?
