コーヒーを利用した人工皮膚で、異なる肌色に対応するウェアラブル機器を改善(Artificial skin with coffee to improve wearables for different skin tones)

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2026-09-09 フィンランド技術研究センター(VTT)

フィンランド技術研究センター(VTT)は、皮膚の色による光学式ウェアラブル・医療機器の測定精度の偏りを改善するため、人工皮膚「光学ファントム」を開発した。スマートウォッチやパルスオキシメータなどは、皮膚のメラニンが光を吸収するため、濃い肌色では血中酸素などの測定誤差が生じる場合がある。研究チームは、表皮・真皮・皮下脂肪を再現した多層シリコーン製ファントムに人工血管を組み込み、マイクロポンプで血液に似た液体を循環させた。さらに、メラニンの光吸収特性を再現する材料としてインスタントコーヒーを利用し、濃度調整によって幅広い肌色を模擬した。光学分光法とハイパースペクトル画像で性能を検証した結果、多様な肌色を持つ人々向けの光学医療機器・ウェアラブル機器を、人体を使わず再現性よく評価できる可能性が示された。

コーヒーを利用した人工皮膚で、異なる肌色に対応するウェアラブル機器を改善(Artificial skin with coffee to improve wearables for different skin tones)
Schematic of the multi-layered skin-mimicking phantom developed at VTT. Image by Principal Scientist Alexey Popov, VTT, Flexible electronics and Human sensing.

<関連情報>

光学的血管ファントムにおける肌の色調表現の向上 Enhancing skin tone representation in optical vascular phantoms

Anni Ranta-Lassila, Lauri Rannaste, Jarno Petäjä, Marko Korkalainen, Markku Alamäki, Alexey Popov
Journal of Biomedical Optics  Published:22 Jul 2026
DOI:https://doi.org/10.1117/1.JBO.31.7.075001

Abstract

Significance
Racial disparities and bias in the performance of optical medical devices, particularly in individuals with darker skin tones, have raised concerns about diagnostic accuracy and healthcare equity. To address the issue of misdiagnosis in people of color, there is a critical need for more representative tools in device testing and development. Skin-mimicking optical phantoms spanning a broad range of skin tones provide a practical solution, enabling more equitable and accurate evaluation of optical technologies.

Aim
We aimed to develop optical skin-mimicking phantoms representing a range of skin tones for use in the development and evaluation of optical medical and consumer wearable devices.

Approach
Multi-layered water-free silicone-based optical phantoms were designed and fabricated to replicate the optical and mechanical properties of the skin. A vascular structure was integrated into the phantoms, around which a micropump system was developed to simulate blood flow. The phantoms were evaluated using spectroscopy and hyperspectral imaging.

Results
The phantoms of varying skin tones with corresponding individual typology angle values spanning from 51.4 to −7.5 deg exhibited optical and mechanical properties comparable to real skin reflectance spectra across different pigmentation levels. Closer spectral agreement with skin was achieved using coffee compared with commercial pigment mixtures. The spectral signature of the blood-mimicking liquid was effectively masked by the darker superficial phantom layer mimicking heavily pigmented epidermis.

Conclusions
Optical skin-mimicking phantoms containing vascular structures with various skin tones were demonstrated, showcasing their potential as valuable and durable tools for improving the development of optical medical devices and consumer wearables for diverse populations.

医療・健康
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