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A confocal approach based on laser feedback interferometry is proposed for noninvasive tomographic imaging at depths penetrable to infrared wavelengths. This compact system uses a semiconductor laser as both transmitter and receiver of the beam and possesses the imaging power of a confocal microscope. We validated the technique on three layer keratinocyte carcinoma phantoms containing macro-structural changes in the optical properties of the second layer. Experimental results agreed with numerical simulations. 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