Terahertz in vivo imaging of human skin: Toward detection of abnormal skin pathologies.
Xiaoqiong QiKarl BertlingJari TorniainenFleur W KongT GillespieClare Amy PrimieroMitchell S StarkPaul DeanDragan IndjinLianhe H LiEdmund Harold LinfieldAlexander Giles DaviesMichael BrünigT MillsClifford RosendahlHans Peter SoyerAleksandar D RakićPublished in: APL bioengineering (2024)
Terahertz (THz) imaging has long held promise for skin cancer detection but has been hampered by the lack of practical technological implementation. In this article, we introduce a technique for discriminating several skin pathologies using a coherent THz confocal system based on a THz quantum cascade laser. High resolution in vivo THz images (with diffraction limited to the order of 100 μ m) of several different lesion types were acquired and compared against one another using the amplitude and phase values. Our system successfully separated pathologies using a combination of phase and amplitude information and their respective surface textures. The large scan field (50 × 40 mm) of the system allows macroscopic visualization of several skin lesions in a single frame. Utilizing THz imaging for dermatological assessment of skin lesions offers substantial additional diagnostic value for clinicians. THz images contain information complementary to the information contained in the conventional digital images.
Keyphrases
- high resolution
- soft tissue
- deep learning
- optical coherence tomography
- wound healing
- convolutional neural network
- healthcare
- health information
- computed tomography
- mass spectrometry
- palliative care
- magnetic resonance
- high speed
- resting state
- magnetic resonance imaging
- label free
- molecular dynamics
- big data
- machine learning
- crystal structure
- raman spectroscopy