Artificial Intelligence-Based Assessment of Colorectal Polyp Histology by Elastic-Scattering Spectroscopy.

Eladio Rodriguez-DiazLisa I JepealGyörgy BaffyWai-Kit LoHiroshi MashimoMDOusama A'amarIrving J BigioSatish K Singh

Published in: Digestive diseases and sciences (2021)

Results show that ESS is a viable endoscopic platform for real-time polyp histology, particularly for polyps ≤ 5 mm. ESS is a simple, low-cost, clinically friendly, optical biopsy modality that, when interfaced with minimally obtrusive endoscopic tools, offers an attractive platform for in situ polyp assessment.

Keyphrases

low cost
artificial intelligence
ultrasound guided
machine learning
big data
high resolution
high throughput
deep learning
fine needle aspiration
single molecule
high speed
mass spectrometry
chronic rhinosinusitis