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Toward optical coherence tomography on a chip: in vivo three-dimensional human retinal imaging using photonic integrated circuit-based arrayed waveguide gratings

Medicine and Health

Toward optical coherence tomography on a chip: in vivo three-dimensional human retinal imaging using photonic integrated circuit-based arrayed waveguide gratings

E. A. Rank, R. Sentosa, et al.

This groundbreaking research, conducted by a team at the Center for Medical Physics and Biomedical Engineering, explores a remarkable leap forward in in vivo ophthalmic OCT and angiography using photonic integrated chips. By utilizing arrayed waveguide gratings, the study demonstrates impressive advances in retinal imaging sensitivity and resolution, paving the way for clinical applications.

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~3 min • Beginner • English
Introduction
Optical coherence tomography (OCT) is a standard, noninvasive ophthalmic imaging modality whose performance has improved markedly in resolution and speed. However, conventional spectral-domain OCT (SD-OCT) systems remain bulky (~1 m³) and expensive (up to ~$100,000), creating a need for miniaturization and cost reduction. The study investigates whether photonic integrated circuits (PICs), specifically arrayed waveguide gratings (AWGs), can replace free-space diffraction gratings in SD-OCT to enable compact, robust, CMOS-compatible, and potentially mass-producible OCT systems. The research aims to demonstrate in vivo three-dimensional human retinal imaging and angiography using PIC-based AWGs and to benchmark performance against a commercial clinical SD-OCT.
Literature Review
Prior PIC developments for OCT have focused largely on the 1300–1550 nm range, including integrated Michelson and Mach–Zehnder interferometers, multimode interferometers, and polarization splitters, achieving sensitivities up to ~91 dB and axial resolutions down to ~13 µm in various implementations. For AWG-based OCT spectrometers, earlier demonstrations include: Nguyen et al. (2011) with a 195-channel SiON AWG at 1300 nm (SNR 75 dB, 19 µm axial resolution); Akca et al. (2012, 2013) with SiON AWGs at 800 and 1300 nm (125 and 195 channels; 25 µm and 20 µm axial resolution; first in vivo skin tomogram with 74 dB sensitivity at 47 kHz); and Ruis et al. (2019) with a TriPlex Si3N4 cascaded 512-channel AWG at ~850 nm (77 dB sensitivity at 1 kHz, 5.9 µm axial resolution, 6-dB roll-off at 400 µm). These systems often required complex packaging and lacked sufficient sensitivity for high-speed in vivo ophthalmic imaging without averaging. The present work addresses these gaps by demonstrating 256-channel AWGs fabricated in a fully CMOS-compatible process and achieving in vivo human retinal imaging without time-intensive averaging.
Methodology
Two compact 256-channel silicon nitride AWGs (each ~13 × 14 mm² on a 20 × 20 mm² chip) were designed for nominal 850 nm operation but fabricated devices exhibited shifted central wavelengths: AWG 1 centered at 794 nm with 0.09 nm channel spacing (22 nm bandwidth; 782–804 nm) and AWG 2 centered at 875 nm with 0.19 nm spacing (48 nm bandwidth; 850–898 nm). Waveguides were fabricated using a fully CMOS-compatible process. For optical transmission characterization, a tunable Ti:sapphire laser (800–900 nm) was coupled via polarization-maintaining fiber into an inverted taper (tip ~160 × 160 nm²), with ~2.5 dB loss per fiber–PIC coupling event and ~0.5 dB/cm TM-mode propagation loss. Output from selected AWG channels (1, 8, 16, …, 256; 33 points) was collected with a single-mode fiber and measured with a power meter; mean transmissions were −15.51 dB (AWG 1) and −11.64 dB (AWG 2), normalized to the laser’s wavelength-dependent power. The OCT systems combined each AWG with a fiber-based interferometer. On the AWG output side, light was projected using achromatic lenses (reducing transmission losses by ~1–2 dB relative to fiber–fiber characterization). Sensitivity was measured using a neutral density filter in the sample arm (measured attenuations: 17.3 dB for AWG 1 and 15.4 dB for AWG 2) in front of a focusing lens and mirror; the point spread function SNR was determined and sensitivities computed by adding twice the ND attenuation to account for double-pass loss. A-scan rates and powers on the eye were optimized per system due to the wavelength shift and component differences: AWG 1 at 34 kHz and 67 kHz (830 µW on eye), AWG 2 at 20 kHz (480 µW). Axial resolution was measured from PSF FWHM at multiple depths, converted from air to tissue assuming refractive index 1.3549. Sensitivity roll-off and imaging depth were measured as a function of distance from zero delay. In vivo imaging of the right eye of a healthy volunteer was performed under institutional approval, using each AWG system to acquire three-dimensional retinal datasets; tomograms were compared qualitatively with those from a commercial clinical SD-OCT as a benchmark.
Key Findings
- First demonstration of chip-based OCT and OCT angiography enabling in vivo 3D human retinal imaging without time-intensive averaging using PIC-based AWGs with 256 channels. - AWG 1 (center 794 nm, 22 nm bandwidth, 0.09 nm/channel): measured sensitivity up to 91 dB at 34 kHz A-scan rate with 830 µW on the eye (88 dB at 67 kHz), axial resolution 10.7 µm in tissue (14.5 µm in air), imaging depth 1123 µm, ~6 dB roll-off at ~625 µm, mean transmission −15.51 dB. - AWG 2 (center 875 nm, 48 nm bandwidth, 0.19 nm/channel): measured sensitivity 90 dB at 20 kHz A-scan rate with 480 µW on the eye, axial resolution 6.5 µm in tissue (8.8 µm in air), imaging depth 645 µm, ~6 dB roll-off at ~380 µm, mean transmission −11.64 dB. - CMOS-compatible silicon nitride platform enables the prospect of monolithic co-integration of photodiodes and read-out electronics, potentially eliminating external cameras and easing packaging. - Comparison with a commercial clinical SD-OCT showed similar tomogram features, indicating strong clinical potential of AWG-based PIC spectrometers for ophthalmic OCT.
Discussion
Replacing free-space diffraction gratings with PIC-based AWGs yielded a compact spectrometer compatible with in vivo ophthalmic imaging. The two AWG designs demonstrated that bandwidth and channel spacing trade-offs directly affect axial resolution and imaging depth/roll-off: the broader 48 nm bandwidth (AWG 2) improved axial resolution to 6.5 µm but exhibited a shorter imaging depth and faster roll-off, whereas the narrower 22 nm bandwidth (AWG 1) provided longer imaging depth at lower axial resolution. Achieved sensitivities (up to 91 dB) at eye-safe powers and practical A-scan rates enabled 3D retinal imaging without averaging, addressing prior limitations of AWG-OCT systems. The CMOS-compatible SiN platform supports future co-integration of photodiodes and read-out electronics, which can improve robustness, reduce alignment and packaging complexity, and ultimately lower size and costs compared with conventional SD-OCT. The qualitative similarity of tomograms to those from a commercial clinical system supports the viability of AWG-PIC spectrometers as a path toward OCT-on-a-chip solutions suitable for clinical environments.
Conclusion
This work demonstrates the first in vivo 3D human retinal OCT and OCTA measurements using PIC-based AWGs with 256 channels, achieving sensitivities up to 91 dB and axial resolutions down to 6.5 µm. The CMOS-compatible silicon nitride platform, together with the measured performance, indicates strong potential for fully integrated, compact, and robust OCT systems. Future directions include: monolithic integration of dedicated photodiodes and complete read-out electronics to remove external cameras; heterogeneous integration of light sources; optimization of AWG design to widen usable bandwidth while improving roll-off and imaging depth; reduction of coupling and propagation losses; and further packaging and system-level integration toward point-of-care clinical devices.
Limitations
- Fabrication deviations led to shifted central wavelengths for both AWGs relative to the 850 nm design target, necessitating different system optimizations (coupler ratios, power levels, A-scan rates) and complicating direct dynamic-range comparisons. - Measured mean transmissions (−15.51 dB for AWG 1; −11.64 dB for AWG 2) and coupling losses (~2.5 dB per fiber–PIC event) indicate non-negligible insertion losses. - Sensitivity roll-off and imaging depth were limited (6 dB roll-off at ~380–625 µm; imaging depths 645–1123 µm), especially for the broader-bandwidth AWG 2. - Current demonstrations still rely on external fiber-based interferometer components and free-space projection optics at the AWG output; full monolithic integration (detectors, electronics, source) was not implemented in this study. - Transmission characterization sampled 33 of 256 channels, providing averaged estimates rather than per-channel characterization across the full spectrum.
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