Peng's group

Tingying Peng

Group leader 

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:

1. Hierarchical image feature extraction in a self-supervised fashion that highlights a small number of key pixels leading to accurate diagnoses.
2. Confident measures that assess the reliability of AI predictions 
3. Human-in-the-loop processes that facilitate the interaction between algorithms and experts, making AI models more transparent and explainable.