5 Key Takeaways

• 1

  SCANIMUS continuously records video while scanning slides at 10 to 20 mm per second, unlike conventional scanners that stop to capture each image.

• 2

  An AI image-to-image model reconstructs sharp micrographs from motion-blurred scans, using much slower, high-quality scans as training references.

• 3

  The portable system was designed to make slide digitization more accessible in routine pathology settings, where the developer says more than 90% of biopsies are not digitized.

• 4

  SCANIMUS also offers a slower stop-and-stare mode, although its modest hardware does not match the throughput of high-end commercial scanners in that mode.

• 5

  The article recommends validating reconstructed images against reference measurements, testing unseen specimens and conditions, quantifying error and uncertainty, and preserving raw data and provenanc