In the digital world, the research papers are growing exponentially with time, and it is essential to cluster the documents under their respective categories for easier identification and access. However, researchers ...
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Ocular disorders are one of the severe eye disease The proposed system is to design and develop an automated system which captures the patient's eye image and uses the benefits of Convolutional Neural Networks (CN...
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ISBN:
(数字)9798350306446
ISBN:
(纸本)9798350306453
Ocular disorders are one of the severe eye disease The proposed system is to design and develop an automated system which captures the patient's eye image and uses the benefits of Convolutional Neural Networks (CNN) to predict whether the patient suffers from ocular eye disorders or not. The functionality integrates MongoDB database administration with a visual error detection system. The model is employed in a web-based platform that enhances the usefulness of MongoDB overall by utilizing convolutional neural networks (CNN) to interface with it smoothly. The CNN was selected based on its accuracy and trained on several datasets that included around 5000 photos for each category of eye illness from reputable databases including Eye Recognition, IDRiD, and HRF. Instant eye deployment is possible with the user-friendly website while retinal pictures load. Integration with MongoDB enhances user experience, saves and retrieves diagnostic data, and manages data better. Numerous outcomes supported the model's efficacy and indicated a significant advancement in the early diagnosis and treatment of ocular disorders.
Palm-leaf manuscripts are historical records written mainly in many local languages in many South Asian countries. These texts have suffered damage over many years and centuries. Many organizations have scanned and di...
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In the era of computer-based games, every other game is being computerized. The work involves implementing a Hand Gesture Based Hand Cricket Game, i.e., Once the player starts playing by keeping his/her video, the han...
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DNA methylation is one important epigenetic type to play a vital role in many diseases including *** the development of the high-throughput sequencing technology,there is much progress to disclose the relations of DNA...
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DNA methylation is one important epigenetic type to play a vital role in many diseases including *** the development of the high-throughput sequencing technology,there is much progress to disclose the relations of DNA methylation with ***,the analyses of DNA methylation data are challenging due to the missing values caused by the limitations of current *** many methods have been developed to impute the missing values,these methods are mostly based on the correlations between individual samples,and thus are limited for the abnormal samples in *** this study,we present a novel transfer learning based neural network to impute missing DNA methylation data,namely the TDimpute-DNAmeth *** method learns common relations between DNA methylation from pan-cancer samples,and then fine-tunes the learned relations over each specific cancer type for imputing the missing *** on 16 cancer datasets,our method was shown to outperform other commonly-used *** analyses indicated that DNA methylation is related to cancer survival and thus can be used as a biomarker of cancer prognosis.
International Diabetes Federation estimates put the number of diabetics in India at 50.8 million in 2010. and it is estimated to rise to 87.0 million by 2030. One of the most common problems associated with Type 2 dia...
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Agriculture is the primary source of income for the vast majority of inhabitants in rural parts of India. Rapid expansion of human settlement and agricultural activities, concomitant with India's unabated populati...
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Active transportation is a valuable tool to prevent some of the most common causes of mortality worldwide, but is severely underutilized. The primary factors preventing cyclist adoption are safety concerns, specifical...
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In recent years, reversible data hiding is gaining active attention in the field of information hiding in digital images. The key requirement of reversible data hiding is to restore the original image after the confid...
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In the past ten years, there has been a rise in the popularity of metaheuristic algorithms, which make use of heuristic methods in order to find optimal solutions. Additionally, many distinct algorithms that are inspi...
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