Research progress of frontier image processing in medical endoscopes
Journal Title: Perioperative Precision Medicine - Year 2023, Vol 1, Issue 2
Abstract
In the modern medical diagnosis, digital medical images can provide physicians with a more accurate, visualized, and three-dimensional view of various tissues. These images assist in predicting, diagnosing, and treating diseases. However, medical images are highly susceptible to noise contamination from the influence of imaging equipment and the capture process, which poses a significant challenge in the analysis of medical images. This review summarizes the image processing technologies applied in endoscopy, such as image denoising, image deblurring, image enhancement, and image segmentation, involving traditional computational models and deep learning algorithms used in these technologies. Additionally, the clinical applications of these techniques are also discussed.
Authors and Affiliations
Jinjing Wu, Yang Yuan, Long Liu, Haipo Cui, Tianying Xu, Miao Zhou, Zhanheng Chen, Bing Xu
Keywords
Related Articles
- EP ID EP749859
- DOI 10.61189/663074tcakcn
- Views 43
- Downloads 0
Research progress of frontier image processing in medical endoscopes
In the modern medical diagnosis, digital medical images can provide physicians with a more accurate, visualized, and three-dimensional view of various tissues. These images assist in predicting, diagnosing, and treating...
Medical image processing using graph convolutional networks: A review
Deep learning, especially graph convolutional networks (GCNs), has been widely applied in various scenarios. Particularly in the field of medical image processing, the research on GCNs have continued to make breakthrough...
Changes in brain functional connectivity of patients with postoperative delirium
Postoperative delirium (POD) is an acute cognitive disorder marked by attention deficits, fluctuating symptoms, and significant cognitive impairment. These features are closely associated with adverse outcomes, including...
Progress of artificial intelligence in anesthesia and perioperative medicine
Perioperative medicine is a series of medical activities throughout the perioperative period, including preoperative optimization, intraoperative safety, postoperative rehabilitation, and other activities. Anesthesia is...
Role of intravenous iron therapy for management of perioperative anaemia: A narrative review
Anaemia is a frequent problem in surgical patients, and the commonest cause is iron deficiency. There is no agreement among perioperative clinicians on the utility of intravenous (IV) iron therapy in surgical patients. I...