A recurrent fuzzy filter for the analysis of lung sounds

被引：6

作者：

Mastorocostas, PA ^{[1
]}

机构：

[1] Technol Educ Inst Serres, Dept Informat & Commun, Serres 62124, Greece

来源：

FUZZY SETS AND SYSTEMS | 2006年 / 157卷 / 04期

关键词：

discontinuous adventitious sounds; vesicular sounds; recurrent fuzzy-neural modeling; orthogonal least squares; TSK fuzzy rules; dynamic neurons;

D O I：

10.1016/j.fss.2005.06.020

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This paper presents a recurrent fuzzy-neural filter for real-time separation of discontinuous adventitious sounds from vesicular sounds. The filter uses two dynamic neuron-based fuzzy neural networks to perform the task of separation. The networks are generated by the dynamic orthogonal least-squares method and are applied to all kinds of lung sounds. Extensive experimental results are given and a performance comparison with a series of other models is conducted, underlining the effectiveness of the proposed filter and its superior performance over its competing rivals. (c) 2005 Elsevier B.V. All rights reserved.

引用

页码：578 / 594

页数：17

共 50 条

[11] A recurrent fuzzy filter for adaptive noise cancellation
Mastorocostas, Paris
Varsamis, Dimitris
Mastorocostas, Constantinos
Hilas, Constantinos
INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS, 2006, : 408 - +
[12] Adaptive reduction of heart sounds from lung sounds using a wavelet-based filter
Hadjileontiadis, LJ
Panas, SM
MEDICAL INFORMATICS EUROPE '97: PARTS A & B, 1997, 43 : 536 - 540
[13] Separation of Discontinuous Adventitious Lung Sounds using Fuzzy Logic
Quandt, V. I.
Pacola, E. R.
Sovierzoski, M. A.
Delgado, M. R.
Pichorim, S. F.
5TH LATIN AMERICAN CONGRESS ON BIOMEDICAL ENGINEERING (CLAIB 2011): SUSTAINABLE TECHNOLOGIES FOR THE HEALTH OF ALL, PTS 1 AND 2, 2013, 33 (1-2): : 1174 - 1177
[14] Monitoring and analysis of lung sounds remotely
Sahgal, Nitin
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2011, 6 : 407 - 412
[15] Monitoring and Analysis of Lung sounds for the Diagnosis of Lung Abnormalities
Menon, K. A. Unnikrishna
Drishya, A.
Nadarajan, Dilraj
2014 ELEVENTH INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS (WOCN), 2014,
[16] Stable learning algorithm for block-diagonal recurrent neural networks: Application to the analysis of lung sounds
Mastorocostas, Paris A.
Theocharis, John B.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2006, 36 (02): : 242 - 254
[17] Analysis on the fuzzy filter in fuzzy decision trees
Li, FC
Sun, J
Wang, XZ
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 1457 - 1462
[18] FREQUENCY-ANALYSIS OF ADVENTITIOUS LUNG SOUNDS
CHOWDHURY, SK
MAJUMDER, AK
JOURNAL OF BIOMEDICAL ENGINEERING, 1982, 4 (04): : 305 - 312
[19] A multiresolution analysis for detection of abnormal lung sounds
Emmanouilidou, Dimitra
Patil, Kailash
West, James
Elhilali, Mounya
2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 3139 - 3142
[20] A MICROCOMPUTER-BASED LUNG SOUNDS ANALYSIS
NISSAN, M
GAVRIELY, N
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1993, 40 (01) : 7 - 13

← 1 2 3 4 5 →