What is DeePathology STUDIO?
DeePathology STUDIO is a comprehensive do-it-yourself platform designed specifically for pathologists and researchers working in pathology. This innovative tool allows users to develop AI solutions directly on their laptops within their laboratory environments, addressing important challenges in pathology through custom algorithms.
The platform facilitates the creation of AI algorithms for detecting regions and objects in pathology slides, with capabilities for counting cells, analyzing tumor regions, and performing powerful quantification analytics. It features interactive AI with unprecedented annotation speed through innovative modes like gallery mode and auto AI mode, enabling users to annotate large, high-quality datasets quickly. The system can handle real-world problems such as out-of-focus regions by automatically detecting artifacts and conducting analysis in viable areas.
Features
- DIY Platform: Allows pathologists and researchers to develop AI solutions independently on their laptops
- Interactive Annotation: Features gallery mode and auto AI mode for rapid annotation of large datasets
- Region and Object Detection: Enables creation of AI algorithms for detecting regions, objects, and cells in pathology slides
- Quantification Analytics: Provides powerful analytics capabilities for cell density measurement and other pathology metrics
- Artifact Handling: Automatically detects and manages out-of-focus regions and other slide artifacts
Use Cases
- Developing AI algorithms for cell detection in pathology slides
- Analyzing tumor regions and measuring cell density in cancer research
- Creating AI solutions for neuropathology applications like microglia detection
- Detecting and excluding blurred regions in pathology slides
- Combining multiple AI projects for comprehensive object counting in different regions
