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2 March 2010 Clinical feasibility of rapid confocal melanoma feature detection
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Proceedings Volume 7548, Photonic Therapeutics and Diagnostics VI; 75480Q (2010) https://doi.org/10.1117/12.842824
Event: SPIE BiOS, 2010, San Francisco, California, United States
Abstract
In vivo reflectance confocal microscopy shows promise for the early detection of malignant melanoma. One diagnostic trait of malignancy is the presence of pagetoid melanocytes in the epidermis. For automated detection of MM, this feature must be identified quantitatively through software. Beginning with in vivo, noninvasive confocal images from 10 unequivocal MMs and benign nevi, we developed a pattern recognition algorithm that automatically identified pagetoid melanocytes in all four MMs and identified none in five benign nevi. One data set was discarded due to artifacts caused by patient movement. With future work to bring the performance of this pattern recognition technique to the level of the clinicians on difficult lesions, melanoma diagnosis could be brought to primary care facilities and save many lives by improving early diagnosis.
© (2010) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ricky Hennessy, Steve Jacques, Giovanni Pellacani, and Daniel Gareau "Clinical feasibility of rapid confocal melanoma feature detection", Proc. SPIE 7548, Photonic Therapeutics and Diagnostics VI, 75480Q (2 March 2010); https://doi.org/10.1117/12.842824
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