COPD Severity Prediction in Elderly with ML Techniques

Author:

Dritsas Elias1,Alexiou Sotirios1,Moustakas Konstantinos1

Affiliation:

1. Electrical and Computer Engineering Department, University of Patras, Greece

Funder

This work has been supported by the European Union?s H2020 research and innovation programme GATEKEEPER under grant agreement No 857223, SC1-FA-DTS-2018-2020 Smart living homes-whole interventions demonstrator for people at health and social risks.

Publisher

ACM

Reference23 articles.

1. Davies Adeloye , Dhiraj Agarwal , Peter  J Barnes , Marcel Bonay , Job  F van Boven , Jamie Bryant , Gaetano Caramori , David Dockrell , Anthony D’Urzo , Magnus Ekström , 2021. Research priorities to address the global burden of chronic obstructive pulmonary disease (COPD) in the next decade. Journal of global health 11 ( 2021 ). Davies Adeloye, Dhiraj Agarwal, Peter J Barnes, Marcel Bonay, Job F van Boven, Jamie Bryant, Gaetano Caramori, David Dockrell, Anthony D’Urzo, Magnus Ekström, 2021. Research priorities to address the global burden of chronic obstructive pulmonary disease (COPD) in the next decade. Journal of global health 11 (2021).

2. Sotiris Alexiou , Elias Dritsas , Otilia Kocsis , Konstantinos Moustakas , and Nikos Fakotakis . 2021 . An approach for Personalized Continuous Glucose Prediction with Regression Trees. In 2021 6th South-East Europe Design Automation, Computer Engineering , Computer Networks and Social Media Conference (SEEDA-CECNSM). IEEE, 1–6. Sotiris Alexiou, Elias Dritsas, Otilia Kocsis, Konstantinos Moustakas, and Nikos Fakotakis. 2021. An approach for Personalized Continuous Glucose Prediction with Regression Trees. In 2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM). IEEE, 1–6.

3. Prediction of Mortality Using Different COPD Risk Assessments – A 12-Year Follow-Up

4. Kim Beernaert , Joachim Cohen , Luc Deliens , Dirk Devroey , Katrien Vanthomme , Koen Pardon , and Lieve Van den Block . 2013. Referral to palliative care in COPD and other chronic diseases: a population-based study. Respiratory medicine 107, 11 ( 2013 ), 1731–1739. Kim Beernaert, Joachim Cohen, Luc Deliens, Dirk Devroey, Katrien Vanthomme, Koen Pardon, and Lieve Van den Block. 2013. Referral to palliative care in COPD and other chronic diseases: a population-based study. Respiratory medicine 107, 11 (2013), 1731–1739.

5. Chih-Chung Chang and Chih-Jen Lin. 2011. LIBSVM: a library for support vector machines. ACM transactions on intelligent systems and technology (TIST) 2 3(2011) 1–27. Chih-Chung Chang and Chih-Jen Lin. 2011. LIBSVM: a library for support vector machines. ACM transactions on intelligent systems and technology (TIST) 2 3(2011) 1–27.

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