Peng group

Artificial Intelligence for digital pathology

Tingying Peng

Group leader 

 

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