Ayman Zakaria's research while affiliated with Hamad Medical Corporation and other places
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Publications (2)
Background and objectives
Surgical procedures such as laparoscopic and robotic surgeries are popular since they are invasive in nature and use miniaturized surgical instruments for small incisions. Tracking of the instruments (graspers, needle drivers) and field of view from the stereoscopic camera during surgery could further help the surgeons to...
Citations
... Stochastic resonance can be used to improve the contrast by using the noise in the image, so that more accurate segmentation can be performed [31,32]. At present, studies have shown that stochastic resonance can enhance the recognition of myocardial contours in CMR images and improve the accuracy of segmentation [33,34]. In addition, deep learning (DL) technology is also widely used for segmentation and classification of CMR images [35]. ...