Aswen S.

Key Skills

Freelancer Overview

Research Assistant, Department of Radiology, University of Toronto (PVS manual segmentation on CSF-suppressed 3D MRI). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include FSLeyes. Education includes Doctor of Medicine, University of Ottawa (2026) and Honours Bachelor of Health Sciences, University of Ottawa (2021). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Segmentation.

Labeling Experience

Research Assistant, Department of Radiology, University of Toronto (PVS manual segmentation on CSF-suppressed 3D MRI)

Segmentation

Performed manual segmentation of perivascular spaces (PVS) on CSF-suppressed 3D MRI sequences to create quantitative whole-brain PVS volume maps. The work involved marking anatomical regions consistently across patient cohorts to support downstream analysis of spatial distribution and variability. This contributed to quantification of cerebral small vessel changes for a research study. • Manually segmented PVS on MRI sequences • Generated whole-brain PVS volume maps • Supported cohort-level spatial variability analysis • Enabled quantification of cerebral small vessel changes

2024 - 2025

Education

Work History