Journal
/
Medicina
/
Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
JoVE Journal
Medicina
Author Produced
É necessária uma assinatura da JoVE para visualizar este conteúdo.  Faça login ou comece sua avaliação gratuita.
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

•

14:08 min

•

April 13, 2013

•

, , , ,
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

Capítulos

  • 00:01Título
  • 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

Tadução automática

Tadução automática

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

Article

Embed

ADICIONAR À PLAYLIST

Usage Statistics

Vídeos Relacionados

check_url/pt/3871?article_type=v

Epidural Intracranial Pressure Measurement in Rats Using a Fiber-optic Pressure Transducer
check_url/pt/3871?article_type=v

A Novel High-resolution In vivo Imaging Technique to Study the Dynamic Response of Intracranial Structures to Tumor Growth and Therapeutics
check_url/pt/3871?article_type=v

Creating Anatomically Accurate and Reproducible Intracranial Xenografts of Human Brain Tumors
check_url/pt/3871?article_type=v

Assessing Cortical Cerebral Microinfarcts on High Resolution MR Images
check_url/pt/3871?article_type=v

Proximal Cadaveric Femur Preparation for Fracture Strength Testing and Quantitative CT-based Finite Element Analysis
check_url/pt/3871?article_type=v

Determining Glucose Metabolism Kinetics Using 18F-FDG Micro-PET/CT
check_url/pt/3871?article_type=v

Improved Method for the Establishment of an In Vitro Blood-Brain Barrier Model Based on Porcine Brain Endothelial Cells
check_url/pt/3871?article_type=v

Gene Regulation and Targeted Therapy in Gastric Cancer Peritoneal Metastasis: Radiological Findings from Dual Energy CT and PET/CT
check_url/pt/3871?article_type=v

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
check_url/pt/3871?article_type=v

Advancements in CAR-T Cell Manufacturing and Gene Therapy Production (Video) | JoVE

Read Article