Shape Influence in Medical Image Segmentation with Application in Computer Aided Diagnosis in Ct Colonography

نویسنده

  • Haiyong Xu
چکیده

s and Presentations H. Xu, H. D. Gage, C. L. Wyatt, Y. Shen, and P. Santago, "Design classificationsystem for computer-aided diagnosis in CT Colonography," in SIIM 2009 Annual Meeting.2009.H. Xu and P. Santago, “Polyp Segmentation and Detection in CT ColonographyUsing Geodesic Active Contours with Shape Prior,” in 9 Annual Graduate StudentResearch Symposium, School of Biomedical Engineering and Sciences, VT-WFU. 2010.H. Xu and P. Santago, “3D Slicer based Virtual Colonoscopy CAD,” in 8 AnnualGraduate Student Research Symposium, School of Biomedical Engineering andSciences, VT-WFU. 2009.H. Xu and P. Santago, “Using computer cluster to deal with model selectionproblem in pattern classification field,” in 7 Annual Graduate Student ResearchSymposium, School of Biomedical Engineering and Sciences, VT-WFU. 2008.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Novel Fuzzy-C Means Image Segmentation Model for MRI Brain Tumor Diagnosis

Accurate segmentation of brain tumor plays a key role in the diagnosis of brain tumor. Preset and precise diagnosis of Magnetic Resonance Imaging (MRI) brain tumor is enormously significant for medical analysis. During the last years many methods have been proposed. In this research, a novel fuzzy approach has been proposed to classify a given MRI brain image as normal or cancer label and the i...

متن کامل

A New Computer-Aided Detection System for Pulmonary Nodule in CT Scan Images of Cancerous Patients

Introduction: In the lung cancers, a computer-aided detection system that is capable of detecting very small glands in high volume of CT images is very useful.This study provided a novelsystem for detection of pulmonary nodules in CT image. Methods: In a case-control study, CT scans of the chest of 20 patients referred to Yazd Social Security Hospital were examined. In the two-dimensional and ...

متن کامل

Detection of Protrusions in Curved Folded Surfaces Applied to Automated Polyp Detection in CT Colonography

Over the past years many computer aided diagnosis (CAD) schemes have been presented for the detection of colonic polyps in CT Colonography. The vast majority of these methods (implicitly) model polyps as approximately spherical protrusions. Polyp shape and size varies greatly, however and is often far from spherical. We propose a shape and size invariant method to detect suspicious regions. The...

متن کامل

Machine Learning in Computer-Aided Diagnosis of the Thorax and Colon in CT: A Survey

Computer-aided detection (CADe) and diagnosis (CAD) has been a rapidly growing, active area of research in medical imaging. Machine leaning (ML) plays an essential role in CAD, because objects such as lesions and organs may not be represented accurately by a simple equation; thus, medical pattern recognition essentially require "learning from examples." One of the most popular uses of ML is the...

متن کامل

Lung Nodule Detection in CT Scans

In this paper we describe a computer-aided diagnosis (CAD) system for automated detection of pulmonary nodules in computed-tomography (CT) images. After extracting the pulmonary parenchyma using a combination of image processing techniques, a region growing method is applied to detect nodules based on 3D geometric features. We applied the CAD system to CT scans collected in a screening program ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011