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Conference object . 2023
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Article . 2023
License: CC BY
Data sources: Datacite
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Article . 2023
License: CC BY
Data sources: Datacite
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SPECIALIZED BRAIN TUMOR DETECTION SYSTEM FOR SUPERIOR VIEW OF CRANIAL MRI USING AI AND TINY ML TECHNIQUES

Authors: Bruno Gobato Simões; Vinicius Belo Da Silva Rayche Dos Santos; De Carvalho Junior, Arnaldo; Walter Augusto Varella;

SPECIALIZED BRAIN TUMOR DETECTION SYSTEM FOR SUPERIOR VIEW OF CRANIAL MRI USING AI AND TINY ML TECHNIQUES

Abstract

With a high mortality rate, brain cancer is considered one of the deadliest cancers in the world and, being the only efficient way of detecting it by doing Cranial Magnetic Resonance Imaging (MRI), new methods and improvements are needed to reduce the number of people that die from this disease. Following this problem, this research seeks to develop an Artificial Intelligence (AI) developed through Edge Impulse© capable of fastening the process of detecting a brain tumor on the MR scan, which can reduce its mortality rate. At the end of the project, the AI could get an F1-Score of 94.5%.

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Keywords

Brain Tumor Detection, AI, Edge Impulse, MRI, Specialist Neural Network

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green