Mapping the Distribution of Melanin Concentration in Different Fitzpatrick Skin Types Using Hyperspectral Imaging Technique

高光谱成像 照相 黑色素 人体皮肤 人工智能 模式识别(心理学) 分布(数学) 皮肤病科 计算机科学 数学 化学 生物 医学 数学分析 生物化学 遗传学
作者
Mihaela Antonina Călin,Dragoș Manea,Roxana Savastru,Sorin Viorel Parasca
出处
期刊:Photochemistry and Photobiology [Wiley]
卷期号:99 (3): 1020-1027 被引量:2
标识
DOI:10.1111/php.13725
摘要

Measuring skin melanin concentration in order to assess skin phototype according to Fitzpatrick's classification is a constant research goal. In this study, a new approach for assessing skin melanin concentration based on hyperspectral imaging combined with an appropriate analytical model that exploits specific spectral bands to generate maps of melanin content distribution on different Fitzpatrick skin phototypes is presented. Hyperspectral images from the proximal inner side of the forearms of 51 young volunteers covering the first four classes of Fitzpatrick's phototypes were acquired using a hyperspectral imaging system. The images were analyzed using a modified Beer-Lambert law that segregates the contribution of melanin from the other constituents to the skin absorption spectrum. The performance of the model was evaluated using the coefficient of determination (r-squared). The results revealed that the approach proposed in this study generated accurate melanin concentration distribution maps that allowed a correct classification of skin phototype. In conclusion, the proposed approach for assessing skin melanin concentration proved to be very reliable for classifying skin phototypes, and, as it provides maps that are easily read, it has the advantage of a possible extension of its applications to other research concerning skin pigmentation.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
明亮的八宝粥完成签到,获得积分10
刚刚
mayungui发布了新的文献求助10
刚刚
大型海狮完成签到,获得积分10
刚刚
搜集达人应助科研菜鸟采纳,获得10
1秒前
雨天有伞完成签到,获得积分10
1秒前
蕾子发布了新的文献求助10
1秒前
1秒前
zhui发布了新的文献求助10
1秒前
wanci应助jxcandice采纳,获得10
1秒前
factor发布了新的文献求助10
1秒前
2秒前
泊声发布了新的文献求助20
2秒前
narthon完成签到 ,获得积分10
2秒前
梦幻完成签到,获得积分10
2秒前
1604531786完成签到,获得积分10
2秒前
研友_LMNjkn发布了新的文献求助10
3秒前
xiao发布了新的文献求助10
3秒前
ww发布了新的文献求助10
3秒前
4秒前
Olsters发布了新的文献求助10
4秒前
深情安青应助该睡觉啦采纳,获得10
4秒前
4秒前
SEV完成签到,获得积分20
4秒前
愉快迎荷完成签到,获得积分10
5秒前
矮小的聪展完成签到,获得积分10
6秒前
factor完成签到,获得积分10
6秒前
Hello应助李来仪采纳,获得10
7秒前
SEV发布了新的文献求助10
7秒前
7秒前
7秒前
坚强亦丝应助隐形机器猫采纳,获得10
8秒前
小马甲应助SCI采纳,获得10
9秒前
老疯智发布了新的文献求助10
9秒前
sweetbearm应助通~采纳,获得10
9秒前
神凰完成签到,获得积分10
9秒前
Z小姐发布了新的文献求助10
10秒前
NexusExplorer应助白泽采纳,获得10
10秒前
11秒前
11秒前
高分求助中
Continuum Thermodynamics and Material Modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Social media impact on athlete mental health: #RealityCheck 1020
Ensartinib (Ensacove) for Non-Small Cell Lung Cancer 1000
Unseen Mendieta: The Unpublished Works of Ana Mendieta 1000
Bacterial collagenases and their clinical applications 800
El viaje de una vida: Memorias de María Lecea 800
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3527849
求助须知:如何正确求助?哪些是违规求助? 3107938
关于积分的说明 9287239
捐赠科研通 2805706
什么是DOI,文献DOI怎么找? 1540033
邀请新用户注册赠送积分活动 716893
科研通“疑难数据库(出版商)”最低求助积分说明 709794