Clinical application of machine learning and computer vision to indocyanine green quantification for dynamic intraoperative tissue characterisation: how to do it.
Niall P HardyPol MacAonghusaJeffrey DalliGareth GallagherJonathan P EpperleinConor ShieldsJurgen MulsowAilín C RogersAnn E BranniganJohn B ConneelyPeter M NearyRonan A CahillPublished in: Surgical endoscopy (2023)
Purposeful clinical and data-processing protocols enable powerful pathological characterisation with existing clinical systems. Video analysis as shown can inform iterative and definitive clinical validation studies on how to close the translation gap between research applications and real-world, real-time clinical utility.