IsletNet

AI powered web app helping doctors with the cumbersome and highly time-consuming medical procedure: evaluating the quality of pancreatic islets for surgical transplantation. We proudly cooperate with the Institute for Clinical and Experimental Medicine (IKEM).

Contribution

Since 2017, IsletNet has been developed and tested during actual transplantations. The produced results are consistent and the final reports are easy to process and save. The whole application environment is user-friendly with a short learning curve.

Data collected from multiple experts shows that the islet volume predictions made by IsletNet are highly correlated — the coefficient of determination (R^2) is more than 0.99. Furthermore, we compare the IsletNet predictions with expert predictions, pixel by pixel. An aggregated F1-score greater than 0.9 shows that the system has a human-like precision.

Technology

IsletNet uses AI/ML technologies including deep neural networks and advanced computer vision algorithms. This combination creates a unique, precise and reliable solution.

Contact us

Fill out your details in the form and we will be in touch within 24 hours.

You can also visit us in our office located at Pobrezni 95/74, Karlin, 186 00 Praha 8.

Or simply send us an email at hello@iterait.com.

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