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References from Machine learning in lung sound analysis: A systematic review. Local targets link to admitted publications; unresolved targets remain external evidence.
Lung sounds
10.1136/thx.47.9.671 · 1992 · External reference
Respiratory sounds
10.1164/ajrccm.156.3.9701115 · 1997 · External reference
A microcomputer based lung sounds analysis
10.1016/0169-2607(93)90045-m · 1993 · External reference
Machine learning techniques to diagnose breast cancer from image-processed nuclear features of fine needle aspirates
10.1016/0304-3835(94)90099-x · 1994 · External reference
Unresolved reference
2007 · External reference
Neural classification of lung sounds using wavelet coefficients
10.1016/s0010-4825(03)00092-1 · 2004 · External reference
Frequency analysis of adventitious lung sounds
10.1016/0141-5425(82)90048-6 · 1982 · External reference
Lung sound recognition using model-theory based feature selection and fusion
10.1007/s005290050017 · 1998 · External reference
Unresolved reference
2006 · External reference
The diagnostic value of pulmonary sounds: a preliminary study by computer-aided analysis
10.1016/0010-4825(81)90002-0 · 1981 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2007 · External reference
The stethoscope: some preliminary investigations
10.1093/postgradmedj/79.938.695 · 2003 · External reference
Automated analysis of crackles in patients with interstitial pulmonary fibrosis
10.1155/2011/590506 · 2011 · External reference
Standardization of computerized respiratory sound analysis
2000 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
External reference
Feature selection based on relaxed linear separability
2009 · External reference
Method for automatic detection of wheezing in lung sounds
10.1590/s0100-879x2009000700013 · 2009 · External reference
An automated computerized auscultation and diagnostic system for pulmonary diseases
10.1007/s10916-009-9334-1 · 2010 · External reference
Unresolved reference
2010 · External reference
Unresolved reference
2004 · External reference
An integrated automated system for crackles extraction and classification
10.1016/j.bspc.2008.04.003 · 2008 · External reference
Unresolved reference
1997 · External reference
Unresolved reference
1995 · External reference
Time–frequency analysis of the dispersion of Lamb modes
10.1121/1.426883 · 1999 · External reference
Time–frequency and time-scale domain analysis of voltage disturbances
10.1109/61.891515 · 2000 · External reference
Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
10.1016/s0895-4356(96)00002-9 · 1996 · External reference
The edited nearest neighbor rule based on the reduced reference set and the consistency criterion
2010 · External reference
Design of a DSP-based instrument for real-time classification of pulmonary sounds
10.1016/j.compbiomed.2007.07.001 · 2008 · External reference
Machine learning techniques to examine large patient databases
10.1016/j.bpa.2008.09.003 · 2009 · External reference
Machine learning and radiology
10.1016/j.media.2012.02.005 · 2012 · External reference
Combining neural network and genetic algorithm for prediction of lung sounds
10.1007/s10916-005-5182-9 · 2005 · External reference
Intrusion detection by machine learning: a review
10.1016/j.eswa.2009.05.029 · 2009 · External reference
Unresolved reference
1996 · External reference
Comparison of AR-based algorithms for respiratory sounds classification
10.1016/0010-4825(94)90038-8 · 1994 · External reference
Unresolved reference
1995 · External reference
Classification of asthmatic breath sounds: preliminary results of the classifying capacity of human examiners versus artificial neural networks
10.1006/cbmr.1999.1522 · 1999 · External reference
Asthmatic airways obstruction assessment based on detailed analysis of respiratory sound spectra
10.1109/10.880096 · 2000 · External reference
Representation and classification of breath sounds recorded in an intensive care setting using neural networks
10.1023/a:1009934112185 · 2000 · External reference
Unresolved reference
2002 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
2003 · External reference
Comparison of neural network predictors in the classification of tracheal–bronchial breath sounds by respiratory auscultation
10.1016/j.artmed.2004.01.004 · 2004 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2007 · External reference
Unmixed spectrum clustering for template composition in lung sound classification
10.1007/978-3-540-68125-0_100 · 2008 · External reference
Unresolved reference
2009 · External reference
Pattern recognition methods applied to respiratory sounds classification into normal and wheeze classes
10.1016/j.compbiomed.2009.06.011 · 2009 · External reference
Respiratory sound classification by using an incremental supervised neural network
10.1007/s10044-008-0125-y · 2009 · External reference
Unresolved reference
2010 · External reference
Unresolved reference
2010 · External reference
Fuzzy rule-based expert system for assessment severity of asthma
2010 · External reference
Assessment of multichannel lung sounds parameterization for two-class classification in interstitial lung disease patients
10.1016/j.compbiomed.2011.04.009 · 2011 · External reference
Unresolved reference
2011 · External reference
Adventitious sounds identification and extraction using temporal–spectral dominance-based features
10.1109/tbme.2011.2160721 · 2011 · External reference
Unresolved reference
2011 · External reference
Signal feature extraction by multi-scale PCA and its application to respiratory sound classification
10.1007/s11517-012-0903-y · 2012 · External reference