JOURNAL ARTICLE

Hadoop and Map Reduce Biomedical Images using Clustering

Minakshi M. SonawaneSeema S. Kawathekar

Year: 2017 Journal:   2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC) Vol: 9 Pages: 945-947

Abstract

A huge amount of data used in every day due to advanced camera capturing technique use in medical field to a reliable managed and quick analysis of 2D/3D medical data. It has become a challenging task for doctors. In this paper mostly images are stored in database the purpose is to retrieve desired images from a large image database using only the numerical content of images and it handle to large image scale retrieval system is to be done automatically mapper and reduce function is sort generated to be a key, value function, system aggregate and make sort of result from mapper. Content based medical image retrieval system use only image processing method to handle manual process to diagnosis brain tumor images to help doctors to understand the problem and it help in decision making.

Keywords:
sort Computer science Cluster analysis Image retrieval Process (computing) Computer vision Artificial intelligence Field (mathematics) Key (lock) Function (biology) Image (mathematics) Content-based image retrieval Medical imaging Data mining Information retrieval

Metrics

1
Cited By
0.36
FWCI (Field Weighted Citation Impact)
3
Refs
0.59
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Brain Tumor Detection and Classification
Life Sciences →  Neuroscience →  Neurology
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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