Multimodal optical imaging with real-time projection of cancer risk and biopsy guidance maps for early oral cancer diagnosis and treatment

被引:3
作者
Coole, Jackson B. B. [1 ]
Brenes, David [1 ]
Mitbander, Ruchika [1 ]
Vohra, Imran [1 ]
Hou, Huayu [1 ]
Kortum, Alex [1 ]
Tang, Yubo [1 ]
Maker, Yajur [1 ]
Schwarz, Richard A. A. [1 ]
Carns, Jennifer [1 ]
Badaoui, Hawraa [2 ]
Williams, Michelle [3 ]
Vigneswaran, Nadarajah [4 ]
Gillenwater, Ann [2 ]
Richards-Kortum, Rebecca [1 ]
机构
[1] Rice Univ, Dept Bioengn, Houston, TX 77005 USA
[2] Univ Texas MD, Anderson Canc Ctr, Dept Head & Neck Surg, Houston, TX USA
[3] Univ Texas MD, Anderson Canc Ctr, Dept Pathol, Houston, TX USA
[4] Univ Texas Sch Dent, Dept Diagnost & Biomed Sci, Houston, TX USA
基金
美国国家卫生研究院;
关键词
oral potentially malignant disorders; biopsy guidance; multimodal optical imaging; clinician guidance; high-resolution imaging; CAVITY; SYSTEM;
D O I
10.1117/1.JBO.28.1.016002
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Significance: 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. Aim: 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.Approach: 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. Results: 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.Conclusions: 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.
引用
收藏
页数:14
相关论文
共 29 条
[1]   Multi-task network for automated analysis of high-resolution endomicroscopy images to detect cervical precancer and cancer [J].
Brenes, David ;
Barberan, C. J. ;
Hunt, Brady ;
Parra, Sonia G. ;
Salcedo, Mila P. ;
Possati-Resende, Julio C. ;
Cremer, Miriam L. ;
Castle, Philip E. ;
Fregnani, Jose H. T. G. ;
Maza, Mauricio ;
Schmeler, Kathleen M. ;
Baraniuk, Richard ;
Richards-Kortum, Rebecca .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2022, 97
[2]   Handheld multispectral fluorescence lifetime imaging system for in vivo applications [J].
Cheng, Shuna ;
Cuenca, Rodrigo M. ;
Liu, Boang ;
Malik, Bilal H. ;
Jabbour, Joey M. ;
Maitland, Kristen C. ;
Wright, John ;
Cheng, Yi-Shing Lisa ;
Jo, Javier A. .
BIOMEDICAL OPTICS EXPRESS, 2014, 5 (03) :921-931
[3]   Comparison of the accuracy of diagnoses of oral potentially malignant disorders with dysplasia by a general dental clinician and a specialist using the Taiwanese Nationwide Oral Mucosal Screening Program [J].
Chiang, Tien-En ;
Lin, Yu-Chun ;
Wu, Chi-Tsung ;
Yang, Cheng-Yu ;
Wu, Sheng-Tang ;
Chen, Yuan-Wu .
PLOS ONE, 2021, 16 (01)
[4]   Oral Cavity Carcinoma: Current Management, Controversies, and Future Directions [J].
Chinn, Steven B. ;
Myers, Jeffrey N. .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (29) :3269-+
[5]   Development of a multimodal mobile colposcope for real-time cervical cancer detection [J].
Coole, Jackson B. ;
Brenes, David ;
Possati-Resende, Julio Cesar ;
Antoniazzi, Marcio ;
Fonseca, Bruno De Oliveira ;
Maker, Yajur ;
Kortum, Alex ;
Vohra, Imran S. ;
Schwarz, Richard A. ;
Carns, Jennifer ;
Souza, Karen Cristina Borba ;
Santana, Iara Viana Vidigal ;
Kreitchmann, Regis ;
Salcedo, Mila P. ;
Ramanujam, Nirmala ;
Schmeler, Kathleen M. ;
Richards-Kortum, Rebecca .
BIOMEDICAL OPTICS EXPRESS, 2022, 13 (10) :5116-5130
[6]   Clinical label-free biochemical and metabolic fluorescence lifetime of and cancerous oral lesions [J].
Duran-Sierra, Elvis ;
Cheng, Shuna ;
Cuenca-Martinez, Rodrigo ;
Malik, Bilal ;
Maitland, Kristen C. ;
Cheng, Y. S. Lisa ;
Wright, John ;
Ahmed, Beena ;
Ji, Jim ;
Martinez, Mathias ;
Al-Khalil, Moustafa ;
Al-Enazi, Hussain ;
Jo, Javier A. .
ORAL ONCOLOGY, 2020, 105
[7]   Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods [J].
Ferlay, J. ;
Colombet, M. ;
Soerjomataram, I. ;
Mathers, C. ;
Parkin, D. M. ;
Pineros, M. ;
Znaor, A. ;
Bray, F. .
INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (08) :1941-1953
[8]   Diagnostic Accuracy of Oral Cancer and Suspicious Malignant Mucosal Changes among Future Dentists [J].
Gaballah, Kamis ;
Faden, Asmaa ;
Fakih, Fatima Jassem ;
Alsaadi, Anfal Yousuf ;
Noshi, Nadeen Faiz ;
Kujan, Omar .
HEALTHCARE, 2021, 9 (03)
[9]   High frame rate video mosaicking microendoscope to image large regions of intact tissue with subcellular resolution [J].
Hunt, Brady ;
Coole, Jackson ;
Brenes, David ;
Kortum, Alex ;
Mitbander, Ruchika ;
Vohra, Imran ;
Carns, Jennifer ;
Schwarz, Richard ;
Richards-Kortum, Rebecca .
BIOMEDICAL OPTICS EXPRESS, 2021, 12 (05) :2800-2812
[10]   Diagnosing Cervical Neoplasia in Rural Brazil Using a Mobile Van Equipped with In Vivo Microscopy: A Cluster-Randomized Community Trial [J].
Hunt, Brady ;
Tavares Guerreiro Fregnani, Jose Humberto ;
Schwarz, Richard A. ;
Pantano, Naitielle ;
Tesoni, Suelen ;
Possati-Resende, Julio Cesar ;
Antoniazzi, Marcio ;
Fonseca, Bruno de Oliveira ;
Matsushita, Graziela de Macedo ;
Scapulatempo-Neto, Cristovam ;
Kerr, Ligia ;
Castle, Philip E. ;
Schmeler, Kathleen ;
Richards-Kortum, Rebecca .
CANCER PREVENTION RESEARCH, 2018, 11 (06) :359-369