AICONS lab

Welcome to AICONS lab

Welcome to the Artificial Intelligence and COmputational NeuroSciences (AICONS) lab webpage.

We are located at the Sunnybrook Research Institute of the University of Toronto and are part of the Black Centre for Brain Resilience and Recovery, Harquail Centre for Neuromodulation, and Temerty Centre for AI Research and Education in Medicine.

Our work combines technical and translational research, focusing on the development of novel AI, computational and imaging tools to probe, predict and understand neuronal and vascular circuit alterations, and model brain pathology in neurological disorders, including Alzheimer’s disease, stroke and traumatic brain injury.

Featured Work

Tau follows principal axes of functional and structural brain organization in Alzheimer's disease

Read the full work at Nature Communications

Cardiogenic control of affective behavioural state

Read the full work at Nature

Blood–brain barrier opening of the default mode network in Alzheimer’s disease with magnetic resonance-guided focused ultrasound

Read the full work at Brain

Vascular burden and cognition: Mediating roles of neurodegeneration and amyloid PET

Read the full work at Alzheimer’s & Dementia

Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation

Read the full work at Human Brain Mapping

Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI

Read the full work at Nature Communications