NDLI: Interactive pain nursing intervention system for smart health service

Content Provider	Springer Nature Link
Author	Jung, Hoill Yoo, Hyun Lee, Youngho Chung, Kyung Yong
Copyright Year	2014
Abstract	In modern society, the amount of information has significantly increased due to the development of BT-IT convergence technology. This leads to developing information obtaining and searching technologies from much data. Although system integration for medicare has been largely established to accumulate large amounts of information, there is a lack of provision and support of information for nursing activities, using such an established database. In particular, the judgment for pain intervention depends on the experience of individual nurses, leading to usually making subjective decisions. Thus, there is some danger in applying unwanted anesthesia and drug abuse. In this paper, we proposed the interactive pain nursing intervention system for smart health service. The proposed method uses collaborative filtering that extracts some pain strengths, which represent a high relative level, based on similar pain strengths. Pain strength estimation method using collaborative filtering calculates patient similarities through Pearson correlation coefficients in which a neighbor selection method is used based on the pain strength. In general, medical data in patients shows various distributions due to its own characteristics, as sample data demonstrates. Therefore, this is determined as an applicable theory to the sparsity problem. In addition, it is compensated using a default voting method. The medical data evaluated by applying standard data and its accuracy in pain prediction is verified. The test of the proposed method yielded excellent extraction results; it is possible to provide the fundamental data and guideline to nurses for recognizing the pain of patients based on the results of this study. This represents increased patient welfare for smart health services.
Starting Page	2449
Ending Page	2466
Page Count	18
File Format	PDF
ISSN	13807501
Journal	Multimedia Tools and Applications
Volume Number	74
Issue Number	7
e-ISSN	15737721
Language	English
Publisher	Springer US
Publisher Date	2014-03-22
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Interactive health Collaborative filtering Nursing support Medical data mining Pain Intervention Multimedia Information Systems Computer Communication Networks Data Structures, Cryptology and Information Theory Special Purpose and Application-Based Systems
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Hardware and Architecture Software Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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