Two-stage classification of respiratory sound patterns

Computers in Biology and Medicine

Volumn 35, Issue 1, 2005, Pages 67-83

  Güler, Emin Çaǧatay ^a   Sankur, Bülent ^a   Kahya, Yasemin P ^a   Raudys, Sarunas ^b  

^a BOGAZICI UNIVERSITY   (Turkey)

^b Inst of Mathematics and Informatics   (Lithuania)

Author keywords

Auscultation; Feature extraction; Multilayer perceptron; Multistage classification; Regularization; Respiratory sounds

Indexed keywords

ACOUSTIC WAVES; DECISION THEORY; MULTILAYERS; VECTORS;

DECISION VECTORS; RESPIRATORY SOUND;

RESPIRATORY MECHANICS;

ABNORMAL RESPIRATORY SOUND; ARTICLE; BREATHING; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLASSIFICATION; COMPUTER; CONSULTATION; HUMAN; LUNG DISEASE; PARAMETER; PRIORITY JOURNAL;

ALGORITHMS; AUSCULTATION; DECISION SUPPORT TECHNIQUES; EXPERT SYSTEMS; HUMANS; LUNG DISEASES; MODELS, BIOLOGICAL; NEURAL NETWORKS (COMPUTER); NONLINEAR DYNAMICS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; RESPIRATION; RESPIRATORY SOUNDS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 9444274819     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2003.11.001     Document Type: Article

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