Description: Development and validation of machine learning algorithms for dermatopathology diagnosis, margin assessment, and clinical decision support.
Key publications
- Davis MJ, Srinivasan G, Chacko R, Chen S, Suvarna A, Vaickus LJ, Torres VC, Hodge S, Chen EY, Preum S, Samkoe KS, Christensen BC, LeBoeuf MR, Levy JJ. A deep learning algorithm to detect cutaneous squamous cell carcinoma on frozen sections in Mohs micrographic surgery: A retrospective assessment. Exp Dermatol. 2024 Jan;33(1):e14949. doi: 10.1111/exd.14949. Epub 2023 Oct 21. PMID: 37864429.
- Levy JJ, Davis MJ, Chacko RS, Davis MJ, Fu LJ, Goel T, Pamal A, Nafi I, Angirekula A, Suvarna A, Vempati R, Christensen BC, Hayden MS, Vaickus LJ, LeBoeuf MR. Intraoperative margin assessment for basal cell carcinoma with deep learning and histologic tumor mapping to surgical site. NPJ Precis Oncol. 2024 Jan 3;8(1):2. doi: 10.1038/s41698-023-00477-7. PMID: 38172524; PMCID: PMC10764333.
- Chacko R, Davis MJ, Levy J, LeBoeuf M. Integration of a deep learning basal cell carcinoma detection and tumor mapping algorithm into the Mohs micrographic surgery workflow and effects on clinical staffing: A simulated, retrospective study. JAAD Int. 2024 Mar 1;15:185-191. doi: 10.1016/j.jdin.2024.02.014. PMID: 38651039; PMCID: PMC11033206.
Faculty
Matthew LeBoeuf, MD, PhD
- Associate Professor of Dermatology
- Section Chief of Mohs Surgery
Josh Levy, PhD
Grants and Funding
Matthew LeBoeuf MD, Joshua Levy PhD. Analyzing Tumor Margins in Real Time. Prouty.