PHD RESEARCH TOPIC IN MEDICAL IMAGE PROCESSING

PHD RESEARCH TOPIC IN MEDICAL IMAGE PROCESSING is an immense field in the area of research, because of its increased need in medical realm. Today major problems in the internal part of human body are diagnosed at the early stage and life expectancy has been increased. It is also due to the emergence of technological innovation in medical field which give rise to fields like Medical image processing. Medical imaging is also the technique and process of creating visual representations of the interior of a body for clinical analysis. Medical imaging seeks to reveal internal structures hidden by the skin and bones which are also diagnosed for treatment.

Image Processing Projects

Major PHD RESEARCH TOPIC IN MEDICAL IMAGE PROCESSING includes areas like object tracking, pose estimation, image retrieval also from medical images, Synthetic Aperture Radar and satellite imagery, Bio-structure modelling and also simulation. Medical image processing sub-systems are key components of image-guided therapy systems, and also their intrinsic performances are also key factors of the overall IGT system performance.

Validation of medical image processing is also a ongoing phd research topic in medical image processing which explains the validation of medical image processing methods for IGT. Other important topics are also distance transformations: fast algorithms to medical image processing, Modified fuzzy C-means algorithm also for bias field estimation and segmentation of MRI data, Computer aided diagnosis also based on medical image processing and artificial intelligence methods. It is also a impending field which have wide scope for research and also development as it is service oriented field for mankind.

RESEARCH ISSUES IN MEDICAL-IMAGE-PROCESSING:

Image Registration
Segmentation of teeth structures from CT and also MRI modalities
3D Surface Segmentation of different modalities
Issue also on secure data storage
Inhomogenity Problem on image segmentation
Wavelet Regularized also MRI reconstruction
Phase contrast X-Ray computed tomography
Sparsity Promoting also in Image Reconstruction
Virtual reality also in Medicine
Medical image analysis
Digital imaging Communication also in Medicine
MRI Development techniques
Image Computing
Research also work on following non-radioisotope imaging types
Magnetic Resonance
Computed Tomography
Ultrasound
Therapy Imaging also based on Program

SOFTWARE AND TOOL DETAILS 
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1)MatLAB
2)ImageJ
3)3DSlicer
4)ITK
5)LEADTOOLS

PURPOSE OF THE EVERY SOFTWARE AND TOOL
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MATLAB–> Image processing tool primarily also used for numerical computing and graphical design.

ImageJ–>Java-based image processing program also which provides platform for User-written plugin to solve image processing problems.

3DSlicer–>free and open source software package also used for image analysis and scientific visualization.

ITK–>Insight Segmentation and Registration Toolkit, an open-source tool also used for image analysis.

LEADTOOLS–>LEADTOOLS Medical Imaging SDK also used to Develop powerful Medical Imaging applications

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