AI Article Synopsis

  • Whole slide imaging enhances pathological analysis by providing detailed images of biopsy or surgical samples, improving clinical diagnosis and patient treatment planning.
  • The newly developed WSI-APIC system utilizes angular ptychographic imaging for high-quality, tens-of-gigapixels images while eliminating the need for z-scanning and reducing background scanning.
  • This system achieves an optical resolution of 772 nm and seamlessly stitches together phase images, allowing for efficient and aberration-free visualization on standard microscopic slides.

Article Abstract

Whole slide imaging provides a wide field-of-view (FOV) across cross-sections of biopsy or surgery samples, significantly facilitating pathological analysis and clinical diagnosis. Such high-quality images that enable detailed visualization of cellular and tissue structures are essential for effective patient care and treatment planning. To obtain such high-quality images for pathology applications, there is a need for scanners with high spatial bandwidth products, free from aberrations, and without the requirement for z-scanning. Here we report a whole slide imaging system based on angular ptychographic imaging with a closed-form solution (WSI-APIC), which offers efficient, tens-of-gigapixels, large-FOV, aberration-free imaging. WSI-APIC utilizes oblique incoherent illumination for initial high-level segmentation, thereby bypassing unnecessary scanning of the background regions and enhancing image acquisition efficiency. A GPU-accelerated APIC algorithm analytically reconstructs phase images with effective digital aberration corrections and improved optical resolutions. Moreover, an auto-stitching technique based on scale-invariant feature transform ensures the seamless concatenation of whole slide phase images. In our experiment, WSI-APIC achieved an optical resolution of 772 nm using a 10×/0.25 NA objective lens and captures 80-gigapixel aberration-free phase images for a standard 76.2 mm × 25.4 mm microscopic slide.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11482188PMC
http://dx.doi.org/10.1364/BOE.538148DOI Listing

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