Sonenblum Sharon Eve, Jordan Kathleen, John Glory Tomi, Chung Andrew, Asare-Baiden Miriam, Pelkmans Jordan, Gichoya Judy Wawira, Hertzberg Vicki Stover, Ho Joyce C
Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia, United States of America.
Department of Computer Science, Emory University, Atlanta, Georgia, United States of America.
PLoS One. 2025 Sep 10;20(9):e0325091. doi: 10.1371/journal.pone.0325091. eCollection 2025.
Erythema, an early visual indicator of tissue damage preceding pressure injuries (PrIs), presents as redness in light skin tones but is harder to detect in dark skin tones. While thermography shows promise for early PrI detection, validation across different skin tones remains limited. Furthermore, most protocols and models have been developed under highly controlled conditions.
To evaluate how environmental and technical factors (i.e., patient positioning, lighting, distance, camera type) and skin tone impact thermal imaging measurements and temperature change.
This pre-post experimental study enrolled 35 healthy adults (30 with Monk Skin Tone Scale ≥6). Melanin Index was measured on the volar forearm using the SkinColorCatch®. After baseline imaging, a 15.5°C cooling stone was placed on one posterior superior iliac spine (PSIS) for 5 minutes. Thermal images were then collected with either the FLIR E8-XT or the FLIR ONE Pro camera under varied conditions: two lighting types (overhead room versus localized LED ring light), three postures (side-lying, side-lying with forward knee placement, and side-lying with rearward knee placement), and two camera-to-body distances (35 cm and 50 cm from the PSIS). The cooling/imaging procedure was repeated using the alternate camera, and data were analyzed using mixed-methods model.
Temperature change was effectively detected across all skin tones, with cooling resulting in a -3.7 ± 1.2°C difference between the region of interest (ROI) and control region. Camera type significantly affected measurements, with the ONE Pro recording 1.04°C less cooling than the E8-XT. Distance had minimal impact (0.11°C cooler at 50 cm vs 35 cm at baseline), with no significant difference when comparing ROI to control regions, while lighting and posture had no impact on measurements. Skin tone varied by cooling measurement, with higher melanin levels showing greater temperature changes. A 0.98°C difference was observed between the lightest and darkest skin tone groups.
Our findings confirm thermal imaging's robustness across varied environments, with the minor distance effects mitigated through perpendicular measurements and relative temperature comparisons. Significant discrepancies between thermal cameras (>1°C) highlight that these technologies cannot be used interchangeably when establishing thresholds. While effective across all skin tones, the observed differences in cooling response suggest tailored thresholds may be necessary for darker skin tones. Future research should focus on clinical validation across diverse populations to enhance PrI detection accuracy.
红斑是压力性损伤(PrIs)之前组织损伤的早期视觉指标,在浅肤色中表现为发红,但在深肤色中更难检测到。虽然热成像在早期PrI检测方面显示出前景,但不同肤色的验证仍然有限。此外,大多数协议和模型都是在高度受控的条件下开发的。
评估环境和技术因素(即患者体位、照明、距离、相机类型)以及肤色如何影响热成像测量和温度变化。
这项前后实验研究招募了35名健康成年人(30名蒙克肤色量表≥6)。使用SkinColorCatch®在前臂掌侧测量黑色素指数。在基线成像后,将一块15.5°C的冷却石放在一侧后上棘(PSIS)上5分钟。然后使用FLIR E8-XT或FLIR ONE Pro相机在不同条件下采集热图像:两种照明类型(室内顶灯与局部LED环形灯)、三种姿势(侧卧位、前膝侧卧位和后膝侧卧位)以及两个相机与身体的距离(距PSIS 35厘米和50厘米)。使用另一台相机重复冷却/成像过程,并使用混合方法模型分析数据。
在所有肤色中均有效检测到温度变化,冷却导致感兴趣区域(ROI)与对照区域之间的差异为-3.7±1.2°C。相机类型对测量有显著影响,ONE Pro记录的冷却比E8-XT少1.04°C。距离影响最小(基线时50厘米处比35厘米处低0.11°C),比较ROI与对照区域时无显著差异,而照明和姿势对测量无影响。冷却测量时肤色有所不同,黑色素水平越高,温度变化越大。最浅肤色组和最深肤色组之间观察到0.98°C的差异。
我们的研究结果证实了热成像在不同环境中的稳健性,通过垂直测量和相对温度比较减轻了微小的距离影响。热成像相机之间的显著差异(>1°C)突出表明,在确定阈值时,这些技术不能互换使用。虽然在所有肤色中都有效,但观察到的冷却反应差异表明,对于深肤色可能需要定制阈值。未来的研究应侧重于不同人群的临床验证,以提高PrI检测的准确性。