Application of the current diagnostic algorithm for early mycosis fungoides to a single center cohort: Identification of challenges and suggestions for modification.

Shalini KrishnasamyEmily CorreiaSaritha KartanXuejun WangPierluigi PorcuJisun ChaNeda Nikbakht

Published in: Journal of cutaneous pathology (2022)

While the ISCL algorithm is useful in diagnosing early-stage MF, its sensitivity remains suboptimal. Further refinement of the algorithm to capture spongiotic subtypes of MF may improve its diagnostic value.

Keyphrases

machine learning
early stage
deep learning
neural network
squamous cell carcinoma
radiation therapy