AI and ML are transforming histological analysis by providing advanced capabilities, such as:
- Automated Pattern Recognition: AI algorithms can recognize complex patterns in tissue samples that might be missed by the human eye. - Predictive Analysis: ML models can predict disease outcomes based on histological data, aiding in early diagnosis and treatment planning. - Workflow Optimization: AI tools can streamline workflows by automating routine tasks, allowing pathologists to focus on more critical aspects of their work.
