Clinically Significant Risk Thresholds in the Management of Primary Cutaneous Melanoma: A Survey of Melanoma Experts.

Madalyn G NeuwirthDouglas GrossmanSusan M SwetterSancy A LeachmanClara Curiel-LewandrowskiStephen W DuszaJeffrey E GershenwaldJohn M KirkwoodAmy L TinAndrew J VickersMichael A Marchetti

Published in: Annals of surgical oncology (2022)

To our knowledge, these data provide the first estimates of clinically significant treatment thresholds for patients with cutaneous melanoma based on risk of recurrence. Future refinement and adoption of thresholds would permit assessment of the clinical utility of novel prognostic tools and represents an early step toward individualizing treatment recommendations.

Keyphrases

healthcare
electronic health record
skin cancer
big data
deep learning
artificial intelligence
replacement therapy