Bryan W. Day

From data silos to integrated diagnosis: multimodal machine learning in glioblastoma

Effective glioblastoma care requires integrating multiparametric longitudinal MRI with histopathology, molecular profiling, and clinical records documenting surgery, radiotherapy, chemotherapy, and supportive treatments. In routine practice, however, these data streams are often evaluated separately rather than jointly...