OpenWSI: a low-cost, high-throughput whole slide imaging system via single-frame autofocusing and open-source hardware
arXiv:1912.03446 · doi:10.1364/OL.45.000260
Abstract
Recent advancements in whole slide imaging (WSI) have moved pathology closer to digital practice. Existing systems require precise mechanical control and the cost is prohibitive for most individual pathologists. Here we report a low-cost and high-throughput WSI system termed OpenWSI. The reported system is built using off-the-shelf components including a programmable LED array, a photographic lens, and a low-cost computer numerical control (CNC) router. Different from conventional WSI platforms, our system performs real-time single-frame autofocusing using color-multiplexed illumination. For axial positioning control, we perform coarse adjustment using the CNC router and precise adjustment using the ultrasonic motor ring in the photographic lens. By using a 20X objective lens, we show that the OpenWSI system has a resolution of ~0.7 microns. It can acquire whole slide images of a 225-mm^2 region in ~2 mins, with throughput comparable to existing high-end platforms. The reported system offers a turnkey solution to transform the high-end WSI platforms into one that can be made broadly available and utilizable without loss of capacity.
References in corpus (3)
Cited by in corpus (9)
- Resolution-enhanced parallel coded ptychography for high-throughput optical imaging
- Ptychographic sensor for large-scale lensless microbial monitoring with high spatiotemporal resolution
- Virtual brightfield and fluorescence staining for Fourier ptychography via unsupervised deep learning
- Lensless polarimetric coded ptychography for high-resolution, high-throughput gigapixel birefringence imaging on a chip
- Spatially-coded Fourier ptychography: flexible and detachable coded thin films for quantitative phase imaging with uniform phase transfer characteristics
- High-throughput lensless whole slide imaging via continuous height-varying modulation of tilted sensor
- Edge effect removal in Fourier ptychographic microscopy via periodic plus smooth image decomposition
- High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer
- Coherent synthetic aperture imaging for visible remote sensing via reflective Fourier ptychography