Labeling Medical Images for A.I. Applications
Labeling Medical Images for A.I. Applications¶
At the NeuroPoly lab at Polytechnique & Université de Montréal (www.neuro.polymtl.ca), we develop advanced MRI image analysis techniques using Artificial Intelligence (A.I.) and deep learning. We distribute these new methods as open-source software. In collaboration with neuroradiologists and world experts in deep learning (Mila), we apply these tools in patients with traumatic injury and neurodegenative diseases (multiple sclerosis, ALS, etc.).
In order to train A.I. algorithm, we need to manually label medical images. Examples include:
Segment tumors, edema and cavity on MRI scans
Label intervertebral discs on MRI scans
Segment neuronal cells on histology images
We are recruiting talented individuals, ideally medical students, to help us label those medical images.
Good knowledge of the anatomy