Applying Mining Techniques to Analyze Vestibular Data

被引：2

作者：

Mirarchi, Domenico ^{[1
]}

Petrolo, Claudio ^{[3
]}

Canino, Giovanni ^{[1
]}

Vizza, Patrizia ^{[1
]}

Cuomo, Salvatore ^{[2
]}

Chiarella, Giuseppe ^{[1
,3
]}

Veltri, Pierangelo ^{[1
]}

机构：

[1] Univ Catanzaro, Dept Med & Surg Sci, Viale Europa, I-88100 Catanzaro, Italy

[2] Univ Naples Federico II, Dept Math & Applicat, Via Cintia, I-80126 Naples, Italy

[3] Univ Catanzaro, UO Audiol & Phoniatr, Viale Europa, I-88100 Catanzaro, Italy

来源：

7TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2016)/THE 6TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2016) | 2016年 / 98卷

关键词：

vestibular disease; data mining; disease classification; EVOKED MYOGENIC POTENTIALS;

D O I：

10.1016/j.procs.2016.09.076

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The vestibular apparatus allows to perform audiological and equilibrium human functions and to capture movements with respect to gravity. Damages to the vestibular system causes diseases that can be measured by using Vestibular Evoked Myogenic Potentials (VEMPs) test. The test produces a lot of data that has to be collected and analyzed to allow a disease study and classification. We propose a framework that includes algorithms able to perform pathology distribution and classification. It has been tested on electronic patient records loaded from the University Hospital database. The software allows to manage the structure and framework and a blind application of one of the available classification techniques shows a relation among gender and vestibular apparatus disease. (C) 2016 Published by Elsevier B.V.

引用

页码：467 / 472

页数：6

共 50 条

[1] Applying data mining techniques to analyze alert data
Shin, M
Moon, H
Ryu, K
Kim, K
Kim, J
[J]. WEB TECHNOLOGIES AND APPLICATIONS, 2003, 2642 : 193 - 200
[2] Applying data mining techniques to analyze the causes of major occupational accidents in the petrochemical industry
Cheng, Ching-Wu
Yao, Hong-Qing
Wu, Tsung-Chih
[J]. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2013, 26 (06) : 1269 - 1278
[3] Applying Data Mining Techniques in Healthcare
Ionita, Irina
Ionita, Liviu
[J]. STUDIES IN INFORMATICS AND CONTROL, 2016, 25 (03): : 385 - 394
[4] Impact of Data Mining Techniques to Analyze Health Care Data
Saeed, Soobia
Shaikh, Asadullah
Memon, Muhammad Ali
Naqvi, Syed Mehmood Raza
[J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8 (04) : 682 - 690
[5] Process of applying data mining techniques to XML data
Nayak, Richi
[J]. ADVANCES IN INTELLIGENT IT: ACTIVE MEDIA TECHNOLOGY 2006, 2006, 138 : 67 - 72
[6] Applying Data Mining Techniques in Cyber Crimes
Khan, Mohiuddin Ali
Pradhan, Sateesh Kumar
Fatima, Huda
[J]. 2017 2ND INTERNATIONAL CONFERENCE ON ANTI-CYBER CRIMES (ICACC), 2017, : 213 - 216
[7] Applying data mining techniques to wafer manufacturing
Bertino, E
Catania, B
Caglio, E
[J]. PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 41 - 50
[8] Applying Data Mining Techniques to Intrusion Detection
Ng, Jonathon
Joshi, Deepti
Banik, Shankar M.
[J]. 2015 12TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY - NEW GENERATIONS, 2015, : 800 - 801
[9] Applying Semantic Techniques to Search and Analyze Bug Tracking Data
Ha Manh Tran
Christoph Lange
Georgi Chulkov
Jürgen Schönwälder
Michael Kohlhase
[J]. Journal of Network and Systems Management, 2009, 17 : 285 - 308
[10] Applying Semantic Techniques to Search and Analyze Bug Tracking Data
Tran, Ha Manh
Lange, Christoph
Chulkov, Georgi
Schoenwaelder, Juergen
Kohlhase, Michael
[J]. JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2009, 17 (03) : 285 - 308

← 1 2 3 4 5 →