Automatic identification of Chronic Obstructive Pulmonary Disease Based on forced oscillation measurements and artificial neural networks

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology ◽

10.1109/iembs.2010.5626727 ◽

2010 ◽

Author(s):

J L M Amaral ◽

A C D Faria ◽

A J Lopes ◽

J M Jansen ◽

P L Melo

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Artificial Neural Networks ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Chronic Obstructive ◽

Automatic Identification ◽

Obstructive Pulmonary Disease ◽

Artificial Neural

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Chronic Obstructive Pulmonary Disease classification with Artificial Neural Networks

2015 Medical Technologies National Conference (TIPTEKNO) ◽

10.1109/tiptekno.2015.7374589 ◽

2015 ◽

Author(s):

Umran Isik ◽

Aysegul Guven ◽

Hakan Buyukoglan

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Artificial Neural Networks ◽

Pulmonary Disease ◽

Disease Classification ◽

Chronic Obstructive ◽

Obstructive Pulmonary Disease ◽

Artificial Neural

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Diagnosing Chronic Obstructive Pulmonary Disease with Artificial Neural Networks using Health Expert Guidelines

Proceedings of the International Conference on Health Informatics ◽

10.5220/0004234102070214 ◽

2013 ◽

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Artificial Neural Networks ◽

Pulmonary Disease ◽

Chronic Obstructive ◽

Obstructive Pulmonary Disease ◽

Health Expert ◽

Artificial Neural

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Artificial neural networks within the severity stratification of the chronic obstructive pulmonary disease

10.1183/13993003.congress-2019.pa4275 ◽

2019 ◽

Author(s):

Boris Geltser ◽

Сarina Shahgeldyan ◽

Ilya Kurpatov ◽

Vladimir Kotelnikov

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Artificial Neural Networks ◽

Pulmonary Disease ◽

Chronic Obstructive ◽

Obstructive Pulmonary Disease ◽

Artificial Neural

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Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2011.09.009 ◽

2012 ◽

Vol 105 (3) ◽

pp. 183-193 ◽

Author(s):

Jorge L.M. Amaral ◽

Agnaldo J. Lopes ◽

José M. Jansen ◽

Alvaro C.D. Faria ◽

Pedro L. Melo

Keyword(s):

Machine Learning ◽

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Chronic Obstructive ◽

Automatic Identification ◽

Obstructive Pulmonary Disease

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A value of respiratory muscle strength indicators to determine severity of chronic obstructive pulmonary disease using artificial neural networks

Russian Pulmonology ◽

10.18093/0869-0189-2019-29-5-571-581 ◽

2019 ◽

Vol 29 (5) ◽

pp. 571-581

Author(s):

B. I. Gel’tser ◽

K. I. Shakhgel’dyan ◽

I. G. Kurpatov ◽

A. B. Kriger ◽

M. F. Kinyaykin

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Artificial Neural Networks ◽

Muscle Strength ◽

Pulmonary Disease ◽

Respiratory Muscle ◽

Chronic Obstructive ◽

Respiratory Muscle Strength ◽

Obstructive Pulmonary Disease ◽

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A Study on Chronic Obstructive Pulmonary Disease Diagnosis Using Multilayer Neural Networks

Journal of Medical Systems ◽

10.1007/s10916-008-9148-6 ◽

2008 ◽

Vol 32 (5) ◽

pp. 429-432 ◽

Author(s):

Orhan Er ◽

Feyzullah Temurtas

Keyword(s):

Neural Networks ◽

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Disease Diagnosis ◽

Chronic Obstructive ◽

Obstructive Pulmonary Disease ◽

Multilayer Neural Networks

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Effects of automatic tailoring of Positive End Expiratory Pressure (PEEP) by Forced Oscillation Technique (FOT) during nocturnal Non-Invasive Ventilation (NIV) in Chronic Obstructive Pulmonary Disease (COPD)

10.1183/1393003.congress-2017.pa2179 ◽

2017 ◽

Author(s):

Ilaria Milesi ◽

Roberto Porta ◽

Simona Cacciatore ◽

Michele Vitacca ◽

Raffaele Dellacà ◽

...

Keyword(s):

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Chronic Obstructive ◽

Forced Oscillation Technique ◽

Invasive Ventilation ◽

Positive End Expiratory Pressure ◽

Obstructive Pulmonary Disease ◽

Non Invasive ◽

Non Invasive Ventilation

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Forced oscillation technique for sensitive detection of early-stage chronic obstructive pulmonary disease

10.1183/13993003.congress-2019.pa2631 ◽

2019 ◽

Author(s):

Lijuan Gao ◽

Yanqiu Wu ◽

Hao Wang ◽

Shuguang Xiong ◽

Rong Qiu ◽

...

Keyword(s):

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Early Stage ◽

Sensitive Detection ◽

Chronic Obstructive ◽

Forced Oscillation Technique ◽

Obstructive Pulmonary Disease

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Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2014.11.002 ◽

2015 ◽

Vol 118 (2) ◽

pp. 186-197 ◽

Author(s):

Jorge L.M. Amaral ◽

Agnaldo J. Lopes ◽

Alvaro C.D. Faria ◽

Pedro L. Melo

Keyword(s):

Machine Learning ◽

Chronic Obstructive Pulmonary Disease ◽

Airway Obstruction ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Chronic Obstructive ◽

Obstructive Pulmonary Disease ◽

Obstruction Severity

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Decrypting Orthopnea in Chronic Obstructive Pulmonary Disease (COPD) Using the Forced Oscillation Technique

10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a5778 ◽

2019 ◽

Author(s):

E. Marchand ◽

M. Zambrano-Braun

Keyword(s):

Chronic Obstructive Pulmonary Disease ◽

Pulmonary Disease ◽

Forced Oscillation ◽

Chronic Obstructive ◽

Forced Oscillation Technique ◽

Obstructive Pulmonary Disease

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