My Projects

MRI Vertebrae Segmentation in Sagittal Spine MRI

using Deep Learning (U-Net & DeepLabV3+)

Develop an encoder-decoder-based deep learning model for semantic segmentation of vertebrae in sagittal MRI spine images.

Segmentation Task: Binary segmentation (2 classes – vertebrae vs. background).

About Program

The healthcare ecosystem is rapidly shifting towards innovative care delivery models such as virtual, remote, and alternate care. The deployment of AI, advanced data analytics, Internet of Things (IoT) as well as other emerging technologies and data-driven tools, are changing the nature of healthcare solutions and delivery systems.

Companies are innovating faster to adapt to new needs: patients are being treated remotely through mobile doctor apps, symptom-checking bots are triaging patients and providing tailored advice, and new remote consultation and tracking solutions are hitting the market fast.