Publications by authors named "Diane Ho"
NPJ Precis Oncol
October 2022
Article Synopsis
- - Prognostic analysis for early-stage melanomas (stage I/II) is crucial for personalized treatment plans, especially with new immune checkpoint inhibitors approved for later stages.
- - This study evaluated machine-learning algorithms on 1720 early-stage melanoma cases to predict recurrence using clinical and histopathologic data from Electronic Health Records (EHRs).
- - The results showed strong prediction performance, with Breslow tumor thickness and mitotic rate emerging as key indicators, highlighting the potential for machine learning to identify patients who could benefit from additional treatments like immunotherapy.
