Rice University, Department of Bioengineering, Houston, Texas, United States.
The University of Texas M. D. Anderson Cancer Center, Department of Head and Neck Surgery, Houston, Texas, United States.
J Biomed Opt. 2023 Jan;28(1):016002. doi: 10.1117/1.JBO.28.1.016002. Epub 2023 Jan 13.
Despite recent advances in multimodal optical imaging, oral imaging systems often do not provide real-time actionable guidance to the clinician who is making biopsy and treatment decisions.
We demonstrate a low-cost, portable active biopsy guidance system (ABGS) that uses multimodal optical imaging with deep learning to directly project cancer risk and biopsy guidance maps onto oral mucosa in real time.
Cancer risk maps are generated based on widefield autofluorescence images and projected onto the at-risk tissue using a digital light projector. Microendoscopy images are obtained from at-risk areas, and multimodal image data are used to calculate a biopsy guidance map, which is projected onto tissue.
Representative patient examples highlight clinically actionable visualizations provided in real time during an imaging procedure. Results show multimodal imaging with cancer risk and biopsy guidance map projection offers a versatile, quantitative, and precise tool to guide biopsy site selection and improve early detection of oral cancers.
The ABGS provides direct visible guidance to identify early lesions and locate appropriate sites to biopsy within those lesions. This represents an opportunity to translate multimodal imaging into real-time clinically actionable visualizations to help improve patient outcomes.
尽管多模态光学成像技术最近取得了进展,但口腔成像系统通常无法为做出活检和治疗决策的临床医生提供实时可行的指导。
我们展示了一种低成本、便携式的主动活检引导系统(ABGS),该系统结合深度学习使用多模态光学成像,实时将癌症风险和活检引导图直接投射到口腔黏膜上。
基于宽场自发荧光图像生成癌症风险图,并使用数字光投影仪将其投射到高风险组织上。从高风险区域获取微内窥镜图像,并使用多模态图像数据计算活检引导图,然后将其投射到组织上。
代表性患者示例突出显示了在成像过程中实时提供的临床可行可视化效果。结果表明,多模态成像结合癌症风险和活检引导图投影提供了一种通用、定量和精确的工具,可指导活检部位选择并提高口腔癌的早期检测。
ABGS 提供了直接的可见引导,以识别早期病变并找到适当的活检部位。这代表着将多模态成像转化为实时临床可行可视化的机会,有助于改善患者的预后。