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Digital Image Processing Phd Topics Areas
- DSP systems
- Medical Image processing
- Wireless sensor networks
- LTE networks
- Advanced Robotics and Machine vision
- Artificial Intelligence(Expert systems, Neural networks)
- Control systems
- Communication systems
- Satellite Image processing
- Internet of things
- Embedded applications
Medical Images
- DICOM image support
- Support for 2D, 3D, 4D, and 5D datasets
- CT images
- MRI brain images
- Images from Mammograms and thermograms
- X-ray images of the heart
- Bone fracture images
- Non-body parts
- Retinal images
- PET and PET-CT
- Image properties like T1, T2 and PD images(White matter, grey mater and CSV)
Imaging Techniques and Tools
Imaging Techniques
- Magnetic Resonance imaging
- Ultrasound
- Tactile imaging
- Medical photography and nuclear medicine
- Positron emission tomography
- Single-photon emission computed tomography
- Medical X-ray imaging
- Indocyanine green imaging
- 4D ultrasound imaging
- 5D imaging( for Dynamic cardiac CT scan, gated cardiac MRI, LV regional abnormality detection, LV segmentation on MRI )
Imaging Tools
- AFNI
- MRIcro
- MrGray
- SPM
- MGH
- Surefit
Applications of Medical Image processing
- Brain Tissue Classification or Segmentation
- Tumor imaging and diagnosis
- Brain multiple sclerosis or Segmentation
- Conversion of the 2D brain to 3D brain
- Kidney stone detection
- Knee and bone Segmentation
- Bone strength and osteoporosis
- Heart vehicle Segmentation
- Lung Nodule Segmentation
- Computer-aided diagnosis using mammography
- Angiography and tortuosity
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