A Survey on Big Data Solution for Complex Bio-medical Information

Moharana, Meena; Rautaray, Siddharth Swarup; Pandey, Manjusha

doi:10.1007/978-3-030-37051-0_26

Cited by 2 publications

(2 citation statements)

References 17 publications

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“…R give a broad plat form for the researcher or data scientist of collecting real world data in doing both statistical and predictive analysis with different machine learning analysis. Also we have seen in our literature survey [5], [6], [11] how different machine learning technique has been applied as per their problem statement both in predicting and analyzing over domain specific data.…”

Section: Methodsmentioning

confidence: 99%

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Big data Mechanism Based Analysis of Infant and Child Healthcare: A Case Study for Khorda , Orissa

2020

IJATCSE

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Electronic Health Recording technique generate huge amount of data in healthcare system needs data analytic techniques for proper management of patient's database.Big data technique has been deployed in medical domain as they two are dealing with thousands of data generated in day-to-day transaction. Through different subsystem of Electronic Health Recording technique , patients data generated require proper treatment through data analytic technique. Pediatric system is one of most sensitive and important sub-domain in medical domain need more care in handling child and infant data. Infant and child belong to such age that has tendency of getting affected by such disease like obesity needs early diagnosis to avoid early age disorders. To avoid future life risk conditions need prediction of early age obese factors. Rural, Semi-urban and Urban people follow different life style; disease factors are also different accordingly. To analyses s about different factors of disease, numerous standards are present like BMI for obesity. Taking BMI, the prime attribute further analysis is being needed in prediction of serious disease like pulmonary disease, Type2 diabetics will be caused due to obese.

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Section: Methodsmentioning

confidence: 99%

“…In many researches, the biomedical domain has been carried out by applying different analytical techniques. Bio-medical data [11], [16], [17], [24]need more attention as it is the one-to-one procedure of identifying disease to patient based on pathological observation.…”

Section: Review Of Research Papermentioning

confidence: 99%

Big data Mechanism Based Analysis of Infant and Child Healthcare: A Case Study for Khorda , Orissa

2020

IJATCSE

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Future Challenges of the Internet of Things in the Health Care Domain - An Overview

Smys¹,

Raj²

2022

JTCSST

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Medical IoT systems have recently become one of the most sophisticated medical technologies in well-developed countries. The remote monitoring of medical services may benefit greatly from this technology. According to a new study, security measures and training are critical in protecting IoMT systems from cyber-attacks. In this paper, the primary security and privacy challenges with IoMT are examined using current security solutions. Non-cryptographic and cryptographic approaches are used for a variety of attacks. It's therefore possible to compare the computational complexity of the various solutions and the resources they demand. Besides, the discussion of attack versions with causes for possible solutions, the dangerous scenarios of various attacks are also provided here. IoMT security methods, particularly in the rapidly expanding field of digital healthcare, show a trade-off between security level and system performance. There is a final section that talks about the acceptable security solutions, such as various attacks through common solution methods and protocols.

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A Survey on Big Data Solution for Complex Bio-medical Information

Cited by 2 publications

References 17 publications

Big data Mechanism Based Analysis of Infant and Child Healthcare: A Case Study for Khorda , Orissa

Big data Mechanism Based Analysis of Infant and Child Healthcare: A Case Study for Khorda , Orissa

Future Challenges of the Internet of Things in the Health Care Domain - An Overview

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