A Deap Learning based method that aligns the Myocardial T1-weighted images of CRM (Cardiac Magnetic Resonance)
Medical Imaging
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In this research we investigate new ways to estimate cardiovascular health using Respiratory Sinus Arrhythmia (RSA), which can be seen in Heart Rate Variability (HRV) signal. -
Registration and change detection of CT scans using geometrical methods in image processingCategories: Medical Imaging -
Characterize liver pathologies by texture analysis using Wasserstein's metricCategories: Medical Imaging -
Iterative Algorithm for Compression of Ultrasound ImagesCategories: Medical Imaging -
Building models to improve transfer learning techniques for breast cancer detection using small data sets of mammograms and US scans -
Despeckle ultra-sound images with adaptive NLM algorithmCategories: Medical Imaging -
Classification of mammograms based on extraction of textual-based featuresCategories: Medical Imaging -
Use of compression as an alternative approach for speckle noise reduction in US imagesCategories: Medical Imaging -
Use morphological features for classification of benign or malignant tumors in mammogram images -
Identify nerve structure in ultrasound images using Deep Learning. -
Classification of Mammograms for cancer detectionCategories: Medical Imaging -
Compression of Ultrasound Images by dividing the image into ROI and RONI (Region Of Non Interest)Categories: Medical Imaging -
A system for gait analysis for medical diagnosis will be developed using several Kinekt cameras. -
Tissue Doppler Imaging (TDI) plays a major role in evaluating the left ventricular function [1]. This modality is characterized by an intrinsic noise, which leads to the classical thickness of the graphs displayed in commercial ultrasonic equipment. The agreement between TDI and Mitral Annulus Plane Excursion (MAPE) has been shown to be sub-optimal [2]. We hypothesize that this discordance is due to the noise in TDI. By taking the neighborhood...Categories: Medical Imaging -
Improved ultrasound image compression ratios whilst preserving the diagnostic information of the images. Speckle noise reduction in order to improve the diagnostability of the image. -
Sleep apnea Is a sleep disorder of shallow breathing or complete breathing stops that takes place during sleep and can last from few seconds to several minutes. -
The project's goal was making feasibility check for improving the time-consuming algorithm of tomography with a new method of opto-acoustic.Categories: Medical Imaging -
Facial nerve palsy is a problem that involves the paralysis of any structures activated by the facial nerve , diagnostics today are very subjective.Categories: Medical Imaging -
Heart Rate (HR) is not constant , it is modulated by different systems , which cause fluctuations in HR that are called Heart Rate Variability.