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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Investigating Role of Image Processing in Health Care for Brain Tumor Detection |
| Authors Name: | Mrs Pragati , Dr. Banita |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_183292
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| Published Paper Id: | IJNRD2210013 |
| Published In: | Volume 7 Issue 10, October-2022 |
| DOI: | |
| Abstract: | Deep learning technologies were used to enhance the diagnosis of brain tumors. To be sure, advancements in deep learning and tumor identification have been made. It was decided to enhance an already existing deep learning system for the diagnosis of brain cancers by includes edge detection. Pre-trained networks significantly reduce the amount of time required to find a tumor. Deep learning was used to prepare the MRI images for use. According to a dataset created in deep learning, the brain is shaped like a wall clock. Tumors may be easier to detect because of their dish-like shape. After edge detection, deep learning and reinforcement learning are used for the identification of brain cancers. To arrive at this result, new findings and features were compared to those of past study. Because of present research constraints, identifying brain cancers is very difficult. This assessment might serve as a starting point for additional research into the matter at hand. It has been shown that system edge detection is essential to boosting productivity. Finally, the detection and extraction of edges, as well as the functioning mechanism and the different types, have all been detailed in depth. The research's next stages have been put forth. There have been discussions concerning the challenges in diagnosing brain cancers in light of current research constraints. |
| Keywords: | Image Processing, Deep Learning, Brain tumor Detection, edge detection, edge extraction, canny edge detection. |
| Cite Article: | "Investigating Role of Image Processing in Health Care for Brain Tumor Detection", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.7, Issue 10, page no.83-89, October-2022, Available :http://www.ijnrd.org/papers/IJNRD2210013.pdf |
| Downloads: | 000118756 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2210013 Registration ID: 183292 Published In: Volume 7 Issue 10, October-2022 DOI (Digital Object Identifier): Page No: 83-89 Country: -, -, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2210013 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2210013 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
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