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Role of deep learning in infant brain MRI analysis
Deep learning algorithms and in particular convolutional networks have shown tremendous
success in medical image analysis applications, though relatively few methods have been …
success in medical image analysis applications, though relatively few methods have been …
[كتاب][B] Big data in multimodal medical imaging
There is an urgent need to develop and integrate new statistical, mathematical, visualization,
and computational models with the ability to analyze Big Data in order to retrieve useful …
and computational models with the ability to analyze Big Data in order to retrieve useful …
Optical coherence tomography: A review
Optical coherence tomography (OCT) is a noninvasive imaging technique that has been
used increasingly to diagnose and manage a variety of retinal diseases. OCT enables …
used increasingly to diagnose and manage a variety of retinal diseases. OCT enables …
Detection of cerebrovascular changes using magnetic resonance angiography
Blood pressure (BP) changes with age are widespread, and systemic high blood pressure
(HBP) is a significant contributor for strokes and cognitive impairment. A non-invasive …
(HBP) is a significant contributor for strokes and cognitive impairment. A non-invasive …
Vascular tree segmentation from different image modalities
A new 3D segmentation method based on the level set technique is proposed. The main
contribution is a robust evolutionary model that requires no fine tuning of parameters. A …
contribution is a robust evolutionary model that requires no fine tuning of parameters. A …
[كتاب][B] Lung imaging and CADx
Develo** an effective computer-aided diagnosis (CAD) system for lung cancer is of great
clinical importance and can significantly increase the patient's chance for survival. For this …
clinical importance and can significantly increase the patient's chance for survival. For this …
Towards non-invasive image-based early diagnosis of autism
The ultimate goal of this paper is to develop a computer-aided diagnostic (CAD) system for
the accurate and early diagnosis of autism spectrum disorders (ASDs) using diffusion tensor …
the accurate and early diagnosis of autism spectrum disorders (ASDs) using diffusion tensor …
Shape analysis of the human brain.
MJ Nitzken - 2015 - ir.library.louisville.edu
Autism is a complex developmental disability that has dramatically increased in prevalence,
having a decisive impact on the health and behavior of children. Methods used to detect and …
having a decisive impact on the health and behavior of children. Methods used to detect and …
Towards big data in acute renal rejection
It is of great importance to accurately assess the function of renal transplant for graft survival
[1] and because of the limited available transplantable kidneys–only 17,000 transplantations …
[1] and because of the limited available transplantable kidneys–only 17,000 transplantations …
A CAD system for early diagnosis of autism using different imaging modalities.
MMT Ismail - 2016 - ir.library.louisville.edu
I would also like to thank Mr. Andrew Switala with whom I enjoyed very fruitful and
stimulating research collaborations. Our discussions were always a great pleasure, and led …
stimulating research collaborations. Our discussions were always a great pleasure, and led …