Performance Evaluation of an Intelligent Lung Sound Classifier Based on an Enhanced MFCC Model

Wally Enrico M Ingco; Patricia Angela R Abu; Rosula SJ Reyes

Performance Evaluation of an Intelligent Lung Sound Classifier Based on an Enhanced MFCC Model

Wally Enrico M Ingco, Patricia Angela R Abu, Rosula SJ Reyes

Ateneo de Manila University

Ateneo de Manila University

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Department of Information Systems & Computer Science Faculty Publications
State	Published - Jan 1 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

support vector machines
COVID-19
performance evaluation
sensitivity
machine learning algorithms
pulmonary diseases
human intelligence
enhanced MFCC
lung sounds
machine learning
KNN
SVM

Disciplines

Computer Sciences
Diagnosis
Diseases
Pulmonology

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https://ieeexplore.ieee.org/abstract/document/9616750

Cite this

@article{d05af62422794f9eb81a49ceafcda979,

title = "Performance Evaluation of an Intelligent Lung Sound Classifier Based on an Enhanced MFCC Model",

keywords = "support vector machines, COVID-19, performance evaluation, sensitivity, machine learning algorithms, pulmonary diseases, human intelligence, enhanced MFCC, lung sounds, machine learning, KNN, SVM",

author = "Ingco, \{Wally Enrico M\} and Abu, \{Patricia Angela R\} and Reyes, \{Rosula SJ\}",

note = "Ingco, W. E. M., Abu, P. A. R., \& Reyes, R. SJ. (2021). Performance evaluation of an intelligent lung sound classifier based on an enhanced MFCC model. 2021 7th International Conference on Electrical, Electronics and Information Engineering (ICEEIE). https://doi.org/10.1109/ICEEIE52663.2021.9616750",

year = "2021",

month = jan,

day = "1",

language = "American English",

journal = "Department of Information Systems \& Computer Science Faculty Publications",

}

TY - JOUR

T1 - Performance Evaluation of an Intelligent Lung Sound Classifier Based on an Enhanced MFCC Model

AU - Ingco, Wally Enrico M

AU - Abu, Patricia Angela R

AU - Reyes, Rosula SJ

N1 - Ingco, W. E. M., Abu, P. A. R., & Reyes, R. SJ. (2021). Performance evaluation of an intelligent lung sound classifier based on an enhanced MFCC model. 2021 7th International Conference on Electrical, Electronics and Information Engineering (ICEEIE). https://doi.org/10.1109/ICEEIE52663.2021.9616750

PY - 2021/1/1

Y1 - 2021/1/1

KW - support vector machines

KW - COVID-19

KW - performance evaluation

KW - sensitivity

KW - machine learning algorithms

KW - pulmonary diseases

KW - human intelligence

KW - enhanced MFCC

KW - lung sounds

KW - machine learning

KW - KNN

KW - SVM

UR - https://archium.ateneo.edu/discs-faculty-pubs/238

UR - https://ieeexplore.ieee.org/abstract/document/9616750

M3 - Article

JO - Department of Information Systems & Computer Science Faculty Publications

JF - Department of Information Systems & Computer Science Faculty Publications

ER -

Performance Evaluation of an Intelligent Lung Sound Classifier Based on an Enhanced MFCC Model

UN SDGs

Keywords

Disciplines

Access to Document

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