Perspectives of Evidence-Based Therapy Management

Area of Science:

• Medical Imaging
• Computational Pathology
• Precision Medicine

Background:

• Advanced therapeutics necessitate detailed disease subclassification beyond anatomical features.
• Imaging molecular and pathophysiological processes is crucial for precise patient selection and therapy response tracking.
• Current diagnostic procedures often lack the granularity required for targeted therapeutic strategies.

Conclusions:

• Molecular imaging and computer-assisted data analysis are complementary tools for describing pathophysiological processes.
• Combined approaches of molecular imaging and AI hold significant potential for improving future therapy management.
• Synthetic data generation is crucial for developing future AI methodologies in diagnostics.