Publication
Deep Learning Enabled Acute Ischemic Stroke Lesion Segmentation for Smart Healthcare Systems
Jan 1, 2024 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
OpenAlex citations: 0Open
DSML Kazakhstan
Personal profile
Dias Tashev
@diassio
Machine Learning Engineer · Cerebra AI, Ltd.
My DS/ML interests center on the intersection of healthcare and machine learning—specifically how AI can support doctors in real clinical settings.
Boston, United StatesHarvard University
Featured
A few things that best show this member's work and contribution.
About
As an MD and ML engineer, I've spent around four years building deep learning models for medical imaging, from stroke and hemorrhage detection to 3D segmentation on CT. My work spans the full pipeline: dataset construction, model training, and deploying validated models to production, including FDA-grade validation with clinical partners.
Research and publications
A compact preview of this member's public research layer.
Machine Learning Engineer | Medical Imaging AI
Computer vison in Radiology