Artificial Intelligence for digital pathology
Helping medicine through AI
The mission of Tingying Peng’s group is to develop innovative AI methods to assist the decision-making process of professional pathologists.
This Helmholtz AI young investigator group focuses on three aspects:
- Hierarchical image feature extraction in a self-supervised fashion that highlights a small number of key pixels leading to accurate diagnoses.
- Confident measures that assess the reliability of AI predictions
- Human-in-the-loop processes that facilitate the interaction between algorithms and experts, making AI models more transparent and explainable.
Data protection note