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Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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JoVE Journal Medicina
Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

DOI:
10.3791/3871-v

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14:08 min

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April 13, 2013

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, , , ,
1Department of Biostatistics,Virginia Commonwealth University, 2Virginia Commonwealth University Reanimation Engineering Science (VCURES) Center, 3Department of Computer Science,Virginia Commonwealth University, 4Department of Radiology,Virginia Commonwealth University, 5Department of Emergency Medicine,Virginia Commonwealth University

Capitoli

  • 00:01Titolo
  • 00:11Introduction
  • 02:03Ideal Midline Estimation
  • 05:45Ventricle Segmentation
  • 08:00Actual Midline Estimation
  • 10:01More Feature Extractions
  • 11:15ICP Prediction
  • 12:31Representative Results
  • 13:30Discussion

Summary

Traduzione automatica

Traduzione automatica

An automated midline shift estimation and intracranial pressure (ICP) pre-screening system based on computed tomography (CT) images for patients with traumatic brain injury (TBI) is proposed using image processing and machine learning techniques.

Tags

Automated SystemComputed Tomography (CT) ImagesMidline Shift EstimationIntracranial Pressure (ICP) Pre-screeningSegmentationVentriclesShape MatchingMeasuring ProcessTexture InformationBlood AmountMachine Learning TechniquesFeature SelectionSupport Vector Machines (SVMs)Prediction ModelEvaluationFast Pre-screening StepInvasive ICP Monitoring

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