Learning Based Segmentation of CT Brain Images: Application to Postoperative Hydrocephalic Scans

Cherukuri, Venkateswararao; Ssenyonga, Peter; C. Warf, Benjamin; V. Kulkarni, Abhaya; Monga, Vishal; J. Schiff, Steven

doi:10.1109/tbme.2017.2783305

Public

Learning Based Segmentation of CT Brain Images: Application to Postoperative Hydrocephalic Scans

Published in IEEE Transactions on Biomedical Engineering • Dec 13, 2017

Authors:

Venkateswararao Cherukuri

Peter Ssenyonga

Benjamin C. Warf

Abstract

Objective: Hydrocephalus is a medical condition in which there is an abnormal accumulation of cerebrospinal fluid (CSF) in the brain. Segmentation of brain imagery into brain tissue and CSF [before and after surgery, i.e., preoperative (pre-op) versus postoperative (post-op)] plays a crucial role in...

Subject

Segmentation

Medicine

Artificial intelligence

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