Jothilakshmi Ramakrishnan, Rajagopal Kumar, Geeitha Senthilkumar, Fadi Al Turjman
{"title":"Diagnosing cardiovascular disease via intelligence in healthcare multimedia: a novel approach","authors":"Jothilakshmi Ramakrishnan, Rajagopal Kumar, Geeitha Senthilkumar, Fadi Al Turjman","doi":"10.1504/ijnt.2023.10056474","DOIUrl":"https://doi.org/10.1504/ijnt.2023.10056474","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66787002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Vashisht, Punam Rattan, Anurag Sharma, Shilpa Sharma, Jeevan Bala, R. Malhotra
{"title":"Unsupervised voice activity detection with improved signal-to-noise ratio in noisy environment","authors":"S. Vashisht, Punam Rattan, Anurag Sharma, Shilpa Sharma, Jeevan Bala, R. Malhotra","doi":"10.1504/ijnt.2023.10056477","DOIUrl":"https://doi.org/10.1504/ijnt.2023.10056477","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66787462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A hybrid WSN based two-stage model for data collection and forecasting water consumption in metropolitan areas","authors":"A.K. Daniel, Mohammad Faiz","doi":"10.1504/ijnt.2023.10059570","DOIUrl":"https://doi.org/10.1504/ijnt.2023.10059570","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135955698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Credence-Net: a semi-supervised deep learning approach for medical images","authors":"Pawan Kumar Mall, Pradeep Kumar Singh","doi":"10.1504/ijnt.2023.134041","DOIUrl":"https://doi.org/10.1504/ijnt.2023.134041","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136209402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Kishor, Ravi Kumar Sachdeva, P. Mishra, S.K. Yadav
{"title":"Lightweight and secure IoMT edge device architecture through computing base minimisation and computing process optimisation","authors":"A. Kishor, Ravi Kumar Sachdeva, P. Mishra, S.K. Yadav","doi":"10.1504/ijnt.2023.10059564","DOIUrl":"https://doi.org/10.1504/ijnt.2023.10059564","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135955696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fadi Al Turjman, Prasanna Lakshmi Akella, Rajagopal Kumar
{"title":"A novel hybrid model for automatic diabetic retinopathy grading and multi-lesion recognition method based on SRCNN & YOLOv3","authors":"Fadi Al Turjman, Prasanna Lakshmi Akella, Rajagopal Kumar","doi":"10.1504/ijnt.2023.10059552","DOIUrl":"https://doi.org/10.1504/ijnt.2023.10059552","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135955964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Prasanna Lakshmi Akella, Rajagopal Kumar, Fadi Al Turjman
{"title":"A novel hybrid model for automatic diabetic retinopathy grading and multi-lesion recognition method based on SRCNN & YOLOv3","authors":"Prasanna Lakshmi Akella, Rajagopal Kumar, Fadi Al Turjman","doi":"10.1504/ijnt.2023.134022","DOIUrl":"https://doi.org/10.1504/ijnt.2023.134022","url":null,"abstract":"Automatic grading and lesion identification of diabetic retinopathy (DR) is important for researchers because it is the leading effect of diabetes. Due to diabetes, the tiny blood vessels within the fundus are damaged and multiple lesions such as microaneurysms, hemorrhages, hard exudates, and soft exudates appear in the retina and cause multiple vision-related complications, which can drive to total vision loss without early examination and treatment. For clinical screening and diagnosis of DR, retinal fundus images are commonly used. Fundus images taken by operators with different levels of experience, however, have a broad variance in quality. Low-resolution images of the fundus raise the risk of misdiagnosis which makes it more difficult to observe clinically. In order to avoid low resolution fundus images and to be able to diagnose DR carefully, a new hybrid structure is developed in our proposed system to ensure that DR detection and classification processes become much more precise and faster compared with existing models. In the image pre-processing stage, the proposed model adopts a super-resolution convolutional-neural-network to enhance the pixel density of low-quality fundus images. In the next step, to identify the DR grade, an advanced deep-learning model called You-Only-Look-Once-Version 3 is used. Finally, another You-Only-Look-Once-Version 3 network stage is applied using a bounding box to recognise the multiple lesions in the fundus images. The proposed system is evaluated on an openly accessible MESSIDOR dataset, and the results show that the system achieves 96.89% overall accuracy for DR grading and 97.6% accuracy for lesion detection with a high detection speed of 5.6 s.","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136209639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analysis of the effect of modern biotechnology and nanotechnology on competitive sports","authors":"Yunfei Lu","doi":"10.1504/ijnt.2022.10053999","DOIUrl":"https://doi.org/10.1504/ijnt.2022.10053999","url":null,"abstract":"","PeriodicalId":14128,"journal":{"name":"International Journal of Nanotechnology","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66786590","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}