Image denoising has become one of the major forms of image enhancement methods that form the basis of image processing. Due to the inconsistencies in the machinery producing these signals, medical images tend to requi...Image denoising has become one of the major forms of image enhancement methods that form the basis of image processing. Due to the inconsistencies in the machinery producing these signals, medical images tend to require these techniques. In real time, images do not contain a single noise, and instead they contain multiple types of noise distributions in several indistinct regions. This paper presents an image denoising method that uses Metaheuristics to perform noise identification. Adaptive block selection is used to identify and correct the noise contained in these blocks. Though the system uses a block selection scheme, modifications are performed on pixel- to-pixel basis and not on the entire blocks;hence the image accuracy is preserved. PSO is used to identify the noise distribution, and appropriate noise correction techniques are applied to denoise the images. Experiments were conducted using salt and pepper noise, Gaussian noise and a combination of both the noise in the same image. It was observed that the proposed method performed effectively on noise levels up-to 0.5 and was able to produce results with PSNR values ranging from 20 to 30 in most of the cases. Excellent reduction rates were observed on salt and pepper noise and moderate reduction rates were observed on Gaussian noise. Experimental results show that our proposed system has a wide range of applicability in any domain specific image denoising scenario, such as medical imaging, mammogram etc.展开更多
BACKGROUND Anesthesia plays an essential role in the successful surgical procedures for hand trauma.Compared with general anesthesia,brachial plexus block shows lots of benefits for the upper extremity.Specifically,ul...BACKGROUND Anesthesia plays an essential role in the successful surgical procedures for hand trauma.Compared with general anesthesia,brachial plexus block shows lots of benefits for the upper extremity.Specifically,ultrasound-guided selective proximal and distal brachial plexus block may overcome the issues of incomplete block and failure of anesthesia in such circumstances.The present study assessed the efficacy of ultrasound-guided selective proximal and distal brachial plexus block in clinical practice.AIM To explore the efficacy of ultrasound-guided selective proximal and distal brachial plexus block in rapid recovery surgery for hand trauma.METHODS A total of 68 patients with traumatic hand injuries treated at our hospital from January 2018 to June 2019 were selected.They were divided into an observation group and a control group with 34 patients in each group.The observation group underwent selective brachial plexus block guided by ultrasound and the control group underwent conventional brachial plexus block.The analgesic efficacy,intraoperative complications,wound healing time,and length of hospital stay were compared between the two groups under different anesthesia.RESULTS The percentage of cases with analgesia graded as“excellent or very good”was higher in the observation group than in the control group(P<0.05).Moreover,the incidence of intraoperative complications was lower and the wound healing time and length of hospital stay were shorter in the observation group than in the control group(P<0.05).CONCLUSION Ultrasound-guided selective proximal and distal brachial plexus block has remarkable analgesic efficacy in patients with traumatic hand injuries.It can reduce the incidence of intraoperative complications,promote wound healing,and shorten the length of hospital stay.展开更多
文摘Image denoising has become one of the major forms of image enhancement methods that form the basis of image processing. Due to the inconsistencies in the machinery producing these signals, medical images tend to require these techniques. In real time, images do not contain a single noise, and instead they contain multiple types of noise distributions in several indistinct regions. This paper presents an image denoising method that uses Metaheuristics to perform noise identification. Adaptive block selection is used to identify and correct the noise contained in these blocks. Though the system uses a block selection scheme, modifications are performed on pixel- to-pixel basis and not on the entire blocks;hence the image accuracy is preserved. PSO is used to identify the noise distribution, and appropriate noise correction techniques are applied to denoise the images. Experiments were conducted using salt and pepper noise, Gaussian noise and a combination of both the noise in the same image. It was observed that the proposed method performed effectively on noise levels up-to 0.5 and was able to produce results with PSNR values ranging from 20 to 30 in most of the cases. Excellent reduction rates were observed on salt and pepper noise and moderate reduction rates were observed on Gaussian noise. Experimental results show that our proposed system has a wide range of applicability in any domain specific image denoising scenario, such as medical imaging, mammogram etc.
文摘BACKGROUND Anesthesia plays an essential role in the successful surgical procedures for hand trauma.Compared with general anesthesia,brachial plexus block shows lots of benefits for the upper extremity.Specifically,ultrasound-guided selective proximal and distal brachial plexus block may overcome the issues of incomplete block and failure of anesthesia in such circumstances.The present study assessed the efficacy of ultrasound-guided selective proximal and distal brachial plexus block in clinical practice.AIM To explore the efficacy of ultrasound-guided selective proximal and distal brachial plexus block in rapid recovery surgery for hand trauma.METHODS A total of 68 patients with traumatic hand injuries treated at our hospital from January 2018 to June 2019 were selected.They were divided into an observation group and a control group with 34 patients in each group.The observation group underwent selective brachial plexus block guided by ultrasound and the control group underwent conventional brachial plexus block.The analgesic efficacy,intraoperative complications,wound healing time,and length of hospital stay were compared between the two groups under different anesthesia.RESULTS The percentage of cases with analgesia graded as“excellent or very good”was higher in the observation group than in the control group(P<0.05).Moreover,the incidence of intraoperative complications was lower and the wound healing time and length of hospital stay were shorter in the observation group than in the control group(P<0.05).CONCLUSION Ultrasound-guided selective proximal and distal brachial plexus block has remarkable analgesic efficacy in patients with traumatic hand injuries.It can reduce the incidence of intraoperative complications,promote wound healing,and shorten the length of hospital stay.
