Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866916299579326464 |
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| author | Hetz, Martin J. Garcia, Carina Nogueira Haggenmüller, Sarah Brinker, Titus J. |
| author_facet | Hetz, Martin J. Garcia, Carina Nogueira Haggenmüller, Sarah Brinker, Titus J. |
| contents | Clinical dermatology necessitates precision and innovation for efficient diagnosis and treatment of various skin conditions. This paper introduces the development of a cutting-edge hyperspectral dermatoscope (the Hyperscope) tailored for human skin analysis. We detail the requirements to such a device and the design considerations, from optical configurations to sensor selection, necessary to capture a wide spectral range with high fidelity. Preliminary results from 15 individuals and 160 recorded skin images demonstrate the potential of the Hyperscope in identifying and characterizing various skin conditions, offering a promising avenue for non-invasive skin evaluation and a platform for future research in dermatology-related hyperspectral imaging. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_00612 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging Hetz, Martin J. Garcia, Carina Nogueira Haggenmüller, Sarah Brinker, Titus J. Image and Video Processing Computer Vision and Pattern Recognition Clinical dermatology necessitates precision and innovation for efficient diagnosis and treatment of various skin conditions. This paper introduces the development of a cutting-edge hyperspectral dermatoscope (the Hyperscope) tailored for human skin analysis. We detail the requirements to such a device and the design considerations, from optical configurations to sensor selection, necessary to capture a wide spectral range with high fidelity. Preliminary results from 15 individuals and 160 recorded skin images demonstrate the potential of the Hyperscope in identifying and characterizing various skin conditions, offering a promising avenue for non-invasive skin evaluation and a platform for future research in dermatology-related hyperspectral imaging. |
| title | Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging |
| topic | Image and Video Processing Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2403.00612 |