Výsledky vyhledávání - "K. S. Mithra"

GFNN: Gaussian-Fuzzy-Neural network for diagnosis of tuberculosis using sputum smear microscopic images

Publikováno v: Journal of King Saud University: Computer and Information Sciences, Vol 33, Iss 9, Pp 1084-1095 (2021)

Tuberculosis (TB) is one of the infectious diseases spread by the infectious agent, Mycobacterium tuberculosis. Sputum smear microscopy is a primary tool used for the diagnosis of pulmonary TB, but it has limitations, like low sensitivity, large obse

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f343941d7ee1dffb75d1648aa6679905
http://www.sciencedirect.com/science/article/pii/S1319157817305098

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Gaussian model based hybrid technique for infection level identification in TB diagnosis

Autor: W. R. Sam Emmanuel, K. S. Mithra

Publikováno v: Journal of King Saud University: Computer and Information Sciences, Vol 33, Iss 8, Pp 988-998 (2021)

Tuberculosis (TB) is caused by mycobacterium tuberculosis, which is a common disease all over the world that can be deadliest if not diagnosed at the early stages. Thus an accurate and effective technique is required for the diagnosis of TB. Accordin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8af510010f11a2f1a00bf19bd7badbf7
https://doi.org/10.1016/j.jksuci.2018.07.008

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Watershed Segmentation with CAFIS and RCNN Classification for Pulmonary Nodule Detection

Autor: M. Eugine Prince, S. Albert Jerome, K. S. Mithra, K. Vijila Rani

Publikováno v: IETE Journal of Research. :1-12

The premier cause for high cancer deaths in the world is the lung cancer. It is important for the radiologists to predict lung cancer at an early stage. Various research works on such nodule segmen...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d2b84aa4665293674a9204902b3faa4f
https://doi.org/10.1080/03772063.2021.1978876

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Principles of Respiratory Diseases - Tuberculosis a Brief Study

Autor: K. S. Mithra

Tuberculosis (TB) is one of the worst lung infections caused by bacteria called Mycobacterium tuberculosis. It is a disease that can be controlled in cases where it is quickly identified and treated. As sputum microscopy is a simple and low-cost appr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7fb8c059a580b430651167e210d41f20
https://doi.org/10.2174/9789815050509122010004

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An unconventional SVM classification using Chaos Pso optimization for lung cancer discovery

Autor: S Sanjith, C Thinkal Dayana, K S Mithra

Publikováno v: Indian Journal of Science and Technology. 14:527-533

Objectives: The main purpose of this work is to detect the cancer region and to classify the particular region based on Support Vector Machine (SVM) classifier. Methods: Optimization technique is used after classifying the cancerous region in order t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::79b1b6ef520815a617624f70a14240d1
https://doi.org/10.17485/ijst/v14i6.1810

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Automated identification of mycobacterium bacillus from sputum images for tuberculosis diagnosis

Autor: W. R. Sam Emmanuel, K. S. Mithra

Publikováno v: Signal, Image and Video Processing. 13:1585-1592

Tuberculosis is a terrible, transferrable disease instigated by infection with Mycobacterium tuberculosis bacillus. A common diagnosis of this infection is the microscopic examination of sputum smears of affected persons. This paper presents an autom

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bf0e2cc7dcca55ac3fb790298fce9878
https://doi.org/10.1007/s11760-019-01509-1

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Automatic Methods for Mycobacterium Detection on Stained Sputum Smear Images: a Survey

Autor: W. R. Sam Emmanuel, K. S. Mithra

Publikováno v: Pattern Recognition and Image Analysis. 28:310-320

Mycobacterium tuberculosis (MTB) is one of the leading causes of adult morbidity and mortality worldwide, especially in developing countries like India. MTB is caused by the mycobacterium bacillus which mainly generates infections on lung region but

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ef67ea9a270e141c7f4b7809ea94197c
https://doi.org/10.1134/s105466181802013x

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Segmentation of Mycobacterium Tuberculosis Bacterium From ZN Stained Microscopic Sputum Images

Autor: W. R. Sam Emmanuel, K. S. Mithra

Publikováno v: 2018 International Conference on Smart Systems and Inventive Technology (ICSSIT).

Tuberculosis was a rotten, exchangeable disease prompted by an infection with a bacterium namely Mycobacterium tuberculosis. Common identification of this infection is the microscopic examination of sputum smears of affected persons. This paper prese

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a2740b2d123b97342f2f2da6171f1c9d
https://doi.org/10.1109/icssit.2018.8748294

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FHDT: Fuzzy and Hyco-entropy-based Decision Tree Classifier for Tuberculosis Diagnosis from Sputum Images

Autor: K. S. Mithra, W. R. Sam Emmanuel

Publikováno v: Sādhanā. 43

Tuberculosis (TB) is one of the infectious diseases spread by the infectious agent Mycobacterium tuberculosis. Sputum smear microscopy is the primary tool used for the diagnosis of pulmonary TB, but has its limitations such as low sensitivity and lar

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d29618e0263503f6f4c453194cd4a757
https://doi.org/10.1007/s12046-018-0878-y

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