AIcope—AI support for Clinical Oncology and Patient Empowerment
Finished
4/2021 ⟼ 12/2023
The goal of the project was to:
- Collect, extract and preprocess data from oncological patient records and relevant public datasets on diseases, interventions and drugs.
- Integrate the preprocessed data in a uniform, semantically-interlinked resource (a knowledge graph) and augment it by inferred links.
- Develop question answering and visual exploration interfaces on top of the knowledge graph in a co-design process with doctors, patients and clinical psychologists.
- Evaluate the resulting decision support prototype by its preliminary deployment in clinical settings and comparison with the current practices in the treatment selection process.
Our role in the project was to coordinate the consortium and deliver the bulk of the R&D results.
The main result of the project was a clinically deployed application Onkoradce.cz and several publications.