The CLASS Project: A Proof-of-Concept Machine Learning-Driven Complexity Level Algorithm for Surgical Scheduling in Mohs Micrographic Surgery
We demonstrated feasibility for prediction of Mohs surgery case complexity. Combining machine and human-derived knowledge provides complementary insights that can assist with improving scheduling and workflow.
Authors
- Heather D Hardway (ORCID: https://orcid.org/0000-0002-4246-4992)
- Jorge A. Rios‐Duarte (ORCID: https://orcid.org/0000-0002-0596-9158)
- Nahid Y. Vidal (ORCID: https://orcid.org/0000-0003-0874-236X)
Institutions
- Mayo Clinic (US)
- WinnMed (US)
- Mayo Clinic in Florida (US)
Publication Details
- Journal
- Dermatologic Surgery
- Published
- 2025-11-19
- DOI
- https://doi.org/10.1097/dss.0000000000004951
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00