2017 Researcher Phedias Diamandis

“The brAIn Project: biological rendering through Artificial Intelligence and neural networks”

Phedias Diamandis
Neuropathologist / Clinician Scientist / Assistant Professor, University Health Network / Princess Margaret Cancer Centre

Project Summary:

Phedias Diamandis - 2017 Research Grant Recipient

Brain tumours represent a diverse group of diseases with highly variable therapies and outcomes. A key way to predict how a tumour will behave is by analyzing its specific morphologic features under the microscope. The human eye, however, cannot reliably detect subtle differences. This may explain why patients with the same diagnoses can experience dramatically different outcomes. Although new “molecular” technologies can reliably differentiate between tumour types, molecular testing is oftentimes unavailable and doctors must still rely on microscopic findings to make important clinical decisions.

Recently, advances in “Artificial Intelligence (AI)” allow computers to excel at analyzing images to identify extremely subtle differences. Dr. Diamandis’ team aims to take advantage of AI, and train computers to differentiate between brain tumour types.

Training involves exposing computers to a large series of images with known clinical outcomes (survival, therapy response) to allow AI to “discover” microscopic patterns associated with these specific clinical events. Because computers can process larger amounts of information than humans, it is expected they will be better able to predict tumour behavior from their microscopic appearance. This AI-assisted approach will hopefully allow improved differentiation of brain tumour types and offer more accurate predictors of outcome and treatment response to patients.

< Back to all 2017 Research Grant Awardees 

Share This

Featured Story

Grey Matters - Blogger Tuesdays

Have you seen our blog lately? Read about people who are making a difference in the brain tumour community from our staff and volunteers to our donors, funded researchers, and medical experts. You will find advice, news, information, and interesting stories about people affected by a brain tumour. Who doesn't love a good story? You won't want to miss the inside scoop Grey Matters has in store for you!

Learn more

Spotlight

Roy and the Gamma Knife – A Happy Tale

I had headaches, almost daily, for 10 years or more. It was a rare day if I did not have a headache. I used to joke that I should own...

Learn more

Courtney’s Story of Stability

Stability. It’s a strange concept when you have what it known to be a progressive, life long illness. You hear the words, “Your tumour...

Learn more

Upcoming Events

  • 25/Apr/2018: Toronto Support Group: Meets at Wellspring Westerkirk House at Sunnybrook, Toronto, ON... Learn more >
  • 25/Apr/2018: Ottawa Support Group: Meets at the Maplesoft Centre at 1500 Alta Vista Drive, Ottawa, ON.... Learn more >
  • 26/Apr/2018: Brain Fair: BMO Centre, 295 Rectory St, London, ON... Learn more >
  • 26/Apr/2018: Sarnia Support Group: Meets at St. Giles Presbyterian Church,770 Lakeshore Road Sarnia, ON... Learn more >
View All Events >
Thank you to the donors whose contributions make this website and all programs, services and research possible.

Copyright © 2018 Brain Tumour Foundation of Canada. Charitable Registration #BN118816339RR0001