Aaron Simon

Predictive modeling of lung cancer subtype with integration of clinical and thoracic imaging features to guide early brain metastasis management

Optimal treatment for synchronous brain metastases at lung cancer diagnosis depends on subtype, but histologic/molecular profiling is often delayed. We developed machine-learning models using clinical and imaging data to classify lung cancer into three subtypes with distinct brain metastasis treatment implications: sma...