Workshop: Interpretable AI in Neuro-oncology

Main Thematic Areas

• Advanced Physics and Physiology: In-depth understanding of the BOLD signal, K-space encoding, and quantitative relaxometry techniques.

• Microstructure and Hemodynamics: Advanced diffusion analysis (DTI), tractography, and fluid mechanics through sequences such as TOF-MRA.

• Interpretable AI and Radiomics: Advanced transformation of biomedical images into mineable biomarkers. Decoding, visual interpretability, and analysis of complex models through methodologies such as SHAP.

Program Structure and Talks

https://pamelafranco.github.io/workshop_glioma_web/