Toward wearable healthcare: a miniaturized 3d imager with coherent frequency-domain photoacoustics
Abstract
Medical monitoring is undergoing a translation from the hospital-based system to the personalized home-based system. With the aim of wearable application of photoacoustic technique, we propose a miniaturized photoacoustic 3D imager for superficial medical imaging. By employing the compact continuous-wave laser diode based optical irradiation and an ultrathin 2D matrix array based photoacoustic detection in the coherent frequency domain, a wearable imaging probe with a size of about 80 × 25 × 24 mm3and a weight of 21 g is developed. At the backend, an FPGA controlled Howland current source drives the laser diodes to excite linear frequency modulated optical irradiation. Recorded by a portable multichannel data acquisition system, the generated photoacoustic responses are firstly compressed with the coherent frequency domain photoacoustic method and then extrapolated in the wavenumber-frequency domain for fast image reconstruction. With three-wavelength (450 nm, 638 nm, and 808 nm) laser irradiation, photoacoustic imaging can be operated multispectrally, endowing the developed imager with functional imaging capability in 3D space. With the imager worn on the human forearm, hemoglobin oxygen saturation level in superficial arm vasculature can be long-term monitored with high stability. When the imager is applied for imaging in a relatively large area (e.g., early melanoma detection in the human breast), flexible scanning in a handheld manner can be performed. This work opens the application potential of photoacoustic technique in a broad range of areas, including personalized healthcare, home health monitoring, and long-term physiologic monitoring.
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3D scanning in conjunction with 3D printing is critical in the surgical and dentistry disciplines.
“3D scanning in conjunction with 3D printing is critical in the surgical and dentistry disciplines.”
From Medical 4.0 technologies for healthcare: Features, capabilities, and applications (2022) · cites this paper as [264]
Cites
Physical properties of tissue : a comprehensive reference book
Duck, F. A. (1990) · Cited by 1,675 · see citing works
Melanoma biology and new targeted therapy
Gray-Schopfer, V., Wellbrock, C., & Marais, R. (2007) · Nature · doi:10.1038/nature05661 · Cited by 1,371 · see citing works
Optical-resolution photoacoustic microscopy for in vivo imaging of single capillaries
Maslov, K., Zhang, H. F., Hu, S., & Wang, L. V. (2008) · Optics Letters · doi:10.1364/ol.33.000929 · Cited by 767 · see citing works
Wearable Medical Systems for p-Health
Teng, X.-F., Zhang, Y.-T., Poon, C. C. Y., & Bonato, P. (2008) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2008.2008248 · Cited by 310 · see citing works
Photoacoustic Imaging for Cancer Detection and Staging
Mehrmohammadi, M., Yoon, S. J., Yeager, D., & Emelianov, S. (2013) · Current molecular imaging · doi:10.2174/2211555211302010010 · Cited by 233 · see citing works
Development and initial application of a fully integrated photoacoustic micro-ultrasound system
Needles, A., Heinmiller, A., Sun, J., Theodoropoulos, C., Bates, D., Hirson, D., Yin, M., & Foster, F. S. (2013) · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · doi:10.1109/tuffc.2013.2646 · Cited by 222 · see citing works
Photoacoustic imaging of biological tissue with intensity-modulated continuous-wave laser
Maslov, K., & Wang, L. V. (2008) · Journal of Biomedical Optics · doi:10.1117/1.2904965 · Cited by 168 · see citing works
Deán‐Ben, X. L., & Razansky, D. (2013) · Optics Express · doi:10.1364/oe.21.028062 · Cited by 144 · see citing works
On the speckle‐free nature of photoacoustic tomography
Guo, Z., Li, L., & Wang, L. V. (2009) · Medical Physics · doi:10.1118/1.3187231 · Cited by 141 · see citing works
Upputuri, P. K., & Pramanik, M. (2015) · Biomedical Optics Express · doi:10.1364/boe.6.004118 · Cited by 139 · see citing works
Handheld Photoacoustic Microscopy Probe
Park, K., Kim, J. Y., Lee, C., Jeon, S., Lim, G., & Kim, C. (2017) · Scientific Reports · doi:10.1038/s41598-017-13224-3 · Cited by 135 · see citing works
Laser driven inertial fusion energy: present and prospective
Nakai, S., & Mima, K. (2004) · Reports on Progress in Physics · doi:10.1088/0034-4885/67/3/r04 · Cited by 111 · see citing works
Wearable 3-D Photoacoustic Tomography for Functional Brain Imaging in Behaving Rats
Tang, J., Coleman, J. E., Dai, X., & Jiang, H. (2016) · Scientific Reports · doi:10.1038/srep25470 · Cited by 96 · see citing works
Photoacoustic needle: minimally invasive guidance to biopsy
Piras, D., Grijsen, C., Schutte, P., Steenbergen, W., & Manohar, S. (2013) · Journal of Biomedical Optics · doi:10.1117/1.jbo.18.7.070502 · Cited by 94 · see citing works
Association between female breast cancer and cutaneous melanoma
Goggins, W. B., Gao, W., & Tsao, H. (2004) · International Journal of Cancer · doi:10.1002/ijc.20322 · Cited by 88 · see citing works
Surgical Anatomy of Upper Arm: What is Needed for AVF Planning
Shenoy, S. (2009) · The Journal of Vascular Access · doi:10.1177/112972980901000401 · Cited by 70 · see citing works
Real-time handheld optical-resolution photoacoustic microscopy
Reza, P. H., Shi, W., & Zemp, R. J. (2011) · Optics Express · doi:10.1364/oe.19.020097 · Cited by 56 · see citing works
Handheld Photoacoustic Imager for Theranostics in 3D
Liu, S., Feng, X., Jin, H., Zhang, R., Luo, Y., Zheng, Z., Gao, F., & Zheng, Y. (2019) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2019.2900656 · Cited by 53 · see citing works
The optimum bandwidth of chirp signals in ultrasonic applications
Pollakowski, M., Ermert, H., von Bernus, L., & Schmeidl, T. (1993) · Ultrasonics · doi:10.1016/0041-624x(93)90049-6 · Cited by 48 · see citing works
Jin, H., Zhang, R., Liu, S., & Zheng, Y. (2019) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2019.2917688 · Cited by 45 · see citing works
Wearable scanning photoacoustic brain imaging in behaving rats
Tang, J., Dai, X., & Jiang, H. (2016) · Journal of Biophotonics · doi:10.1002/jbio.201500311 · Cited by 37 · see citing works
Zhong, H., Zhang, J., Duan, T., Lan, H., Zhou, M. R., & Gao, F. (2019) · Optics Letters · doi:10.1364/ol.44.001988 · Cited by 20 · see citing works
Visualization of vasculature using a hand-held photoacoustic probe: phantom and in vivo validation
Heres, H. M., Arabul, M. Ü., Rutten, M. C. M., van de Vosse, F. N., & Lopata, R. G. P. (2017) · Journal of Biomedical Optics · doi:10.1117/1.jbo.22.4.041013 · Cited by 15 · see citing works
Magnetoacoustic microscopic imaging of conductive objects and nanoparticles distribution
Liu, S., Zhang, R., Luo, Y., & Zheng, Y. (2017) · Journal of Applied Physics · doi:10.1063/1.5003920 · Cited by 12 · see citing works
Hugon, O., van der Sanden, B. P. J., Inglebert, M., Jacquin, O., Misbah, C., & Lacot, É. (2019) · Biomedical Optics Express · doi:10.1364/boe.10.000932 · Cited by 12 · see citing works
A Prototype for a Palm-sized Photoacoustic Sensing Unit
Gao, F., Feng, X., Miao, X., & Zheng, Y. (2015) · X-Acoustics Imaging and Sensing · doi:10.1515/phto-2015-0006 · Cited by 10 · see citing works
Photoacoustic Imaging Using Chirp Technique: Comparison with Pulsed Laser Photoacoustics
Lashkari, B. (2012) · Library and Archives Canada (Government of Canada) · Cited by 9 · see citing works
Flagged first, then by citations
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Sorted by citations
Medical 4.0 technologies for healthcare: Features, capabilities, and applications
Haleem, A., Javaid, M., Pratap Singh, R., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.04.001 · Cited by 468 · see citing works
Progress of clinical translation of handheld and semi-handheld photoacoustic imaging
Chen, Q., Qin, W., Qi, W., & Xi, L. (2021) · Photoacoustics · doi:10.1016/j.pacs.2021.100264 · Cited by 54 · see citing works
Agrawal, S., Singh, M. K. A., Johnstonbaugh, K., Han, D. C., Pameijer, C. R., & Kothapalli, S. (2021) · Sensors · doi:10.3390/s21020424 · Cited by 52 · see citing works
Perspective on fast-evolving photoacoustic tomography
Yao, J., & Wang, L. V. (2021) · Journal of Biomedical Optics · doi:10.1117/1.jbo.26.6.060602 · Cited by 50 · see citing works
A Review of Emerging Electromagnetic-Acoustic Sensing Techniques for Healthcare Monitoring
Fang, Z., Gao, F., Jin, H., Liu, S., Wang, W., Zhang, R., Zheng, Z., Xiao, X., Tang, K., Lou, L., et al. (2022) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2022.3226290 · Cited by 38 · see citing works
Compressed Sensing for Biomedical Photoacoustic Imaging: A Review
Wang, Y., Chen, Y., Zhao, Y., & Liu, S. (2024) · Sensors · doi:10.3390/s24092670 · Cited by 25 · see citing works
Dai, L.-N., Ni, C., Ying, K.-N., Yuan, L., Kan, W., & Shen, Z. (2022) · Optics & Laser Technology · doi:10.1016/j.optlastec.2022.108485 · Cited by 22 · see citing works
Detection and Monitoring of Osteoporosis in a Rat Model by Thermoacoustic Tomography
Chi, Z., Liang, X. Q., Wang, X., Huang, L., & Jiang, H. (2020) · IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology · doi:10.1109/jerm.2020.2964152 · Cited by 18 · see citing works
Low-Cost Multi-Wavelength Photoacoustic Imaging Based on Portable Continuous-Wave Laser Diode Module
Zhong, H., Jiang, D., Lan, H., Duan, T., Gao, F., & Gao, F. (2020) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2020.2995728 · Cited by 16 · see citing works
Lee, C., Kim, C., & Park, B. (2023) · Sensors · doi:10.3390/s23198149 · Cited by 14 · see citing works
Fang, Z., Yang, C., Zheng, Z., Jin, H., Tang, K., Lou, L., Tang, X., Wang, W., & Zheng, Y. (2021) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2021.3074430 · Cited by 12 · see citing works
Photoacoustic imaging combined with robotics: a review of current works
Peng, X., Koo, K., Ma, G., Draelos, M., & Wang, X. (2025) · Biomedical Optics Express · doi:10.1364/boe.576417 · Cited by 6 · see citing works
Jiang, L., Zhang, K., Yao, Y., Liang, J., Li, J., & Tian, Z. (2023) · Optics Letters · doi:10.1364/ol.510058 · Cited by 6 · see citing works
Yang, A. D., Xia, S., Ouyang, C. L., Hou, D. W., & Guo, E. L. (2022) · Review of Scientific Instruments · doi:10.1063/5.0106448 · Cited by 6 · see citing works
Khan, S., & Vasudevan, S. (2023) · Review of Scientific Instruments · doi:10.1063/5.0151882 · Cited by 4 · see citing works
Dual-Wavelength Continuous Wave Photoacoustic Doppler Flow Measurement
Zhao, H., Liu, Y., Farooq, T., & Fang, H. (2021) · Photonic Sensors · doi:10.1007/s13320-021-0633-6 · Cited by 4 · see citing works
Trends and developments in 3D photoacoustic imaging systems: A review of recent progress
Tasmara, F. A., Mitrayana, M., Setiawan, A., Ishii, T., Saijo, Y., & Widyaningrum, R. (2024) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2024.104268 · Cited by 2 · see citing works
Agrawal, S., Panchawagh, H. V., & Djordjev, K. D. (2025) · IEEE International Ultrasonics Symposium · doi:10.1109/ius62464.2025.11201743 · Cited by 2 · see citing works
Fang, Z., Tang, K., Zheng, Z., Yang, C., Zhang, Z., Guo, T., & Zheng, Y. (2022) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas48785.2022.9937818 · Cited by 2 · see citing works
Advanced methods of wearable ultrasound and photoacoustic imaging devices: A review
Luo, M., Zhang, S., Jiang, W., Miao, J., Zhao, Z., & Li, L. S. (2026) · Photoacoustics · doi:10.1016/j.pacs.2026.100884 · Cited by 1 · see citing works
Design of scanning robot for atherosclerosis detection via photoacoustic imaging
Zhao, Y., Shen, Y.-T., Zhu, L., Liu, L., & Gao, F. (2021) · IEEE International Conference on Real-time Computing and Robotics (RCAR) · doi:10.1109/rcar52367.2021.9517658 · Cited by 1 · see citing works
Zhonghong, 杨. Y., Liyuan, 何. H., Yingchao, 吴. W., Hanwen, 张. Z., Yuewen, 于. Y., Dongjie, 赵. Z., Xinyu, 李. L., Rong, 刘. L., Wenliang, 陈. C., & Chenxi, 李. L. (2025) · Laser & Optoelectronics Progress · doi:10.3788/lop241443 · Cited by 1 · see citing works
Rodrigues, J. F., Andrade, D. L. L. S., Guedert, R., & Suzuki, D. O. H. (2022) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-030-70601-2_259 · Cited by 1 · see citing works
2019 Index IEEE Transactions on Biomedical Circuits and Systems Vol. 13
(2019) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2020.2966339
Jiang, Y., Zhou, Y., Guo, X. S., Wang, Y., Cheng, W. M., Shi, Y., & Pan, L. (2026) · Advanced Functional Materials · doi:10.1002/adfm.202600027
- Authors
- Liu, S., Tang, K., Feng, X., Jin, H., Gao, F., & Zheng, Y.
- Affiliations
- Nanyang Technological University (SG)
- Zhejiang University (CN)
- ShanghaiTech University (CN)
- Venue
- IEEE Transactions on Biomedical Circuits and Systems
- Published
- 2019-12
- Volume
- 13
- Issue
- 6
- Pages
- 1417-1424
- ISSN
- 1932-4545 (ISSN-L)
- 1940-9990
- OpenAlex
- W2972832939
- Cited by
- 25
- References
- 27
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 2 · 2023: 3 · 2022: 6 · 2021: 6 · 2020: 2 · 2019: 1
- FWCI
- 1.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE Transactions on Biomedical Circuits and Systems (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Photoacoustic and Ultrasonic Imaging
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Optical Imaging and Spectroscopy Techniques
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Keywords
- 3D photoacoustic imaging, multispectral photoacoustic imaging, melanoma detection, home health monitoring, portable data acquisition
- MeSH terms
- Wearable Electronic Devices, Diagnostic Imaging, Equipment Design, Humans, Miniaturization, Phantoms, Imaging, Imaging, Three-Dimensional, Photoacoustic Techniques
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