Skychain Development September Update

Data preparation

Unfortunately, during our internal testing we have stumbled upon a problem of data quality. The second dataset, which was acquired from our partners, had some serious issues in terms of quality of their preparation and requires us to wait for some more time since we need it to be labelled more thoroughly and accurately. But we have some good news about the whole situation — after we initially started training the neural network on the bad quality dataset, the accuracy of it significantly fell. This is the sign that neural network is quite good already and it showed us itself that we are “feeding” it with the bad data.

Platform for Whole Slide Image labeling

In order to prevent situations like this in the future, we are planning to create our own platform for labeling of digital pathology slides. We aim to build a small team of experienced independent pathologists, who will label the images and will be well rewarded for that.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Skychain Official Channel

Skychain Official Channel

Blockchain infrastructure aimed to host, train and use artificial intelligence (AI) in healthcare. Our website: https://skychain.global/