PCG Heart Sounds Quality Classification Using Neural Networks and SMOTE Tomek Links for the Think Health Project
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Springer Nature Singapore
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https://link.springer.com/content/pdf/10.1007/978-981-19-7615-5_65
Reference25 articles.
1. Roth G, Mensah G, Fuster V (2020) The global burden of cardiovascular diseases and risks. J Am Coll Cardiol 76(25):2980–2981. https://doi.org/10.1016/j.jacc.2020.11.021
2. Pelech A (2004) Heart sounds and murmurs. In: Practical strategies in pediatric diagnosis and therapy, pp 178–210. https://doi.org/10.1016/b978-0-7216-9131-2.50015-4
3. Giordano N, Knaflitz M (2019) Multi-source signal processing in phonocardiography: comparison among signal selection and signal enhancement techniques. In: 2019 41st Annual international conference of the IEEE engineering in medicine and biology society (EMBC). https://doi.org/10.1109/embc.2019.8856725
4. Fontecave-Jallon J, Fojtik K, Rivet B (2019) Is there an optimal localization of cardio-microphone sensors for phonocardiogram analysis? In: 2019 41st Annual international conference of the IEEE engineering in medicine and biology society (EMBC). https://doi.org/10.1109/embc.2019.8857681
5. Khan KN, Khan FA, Abid A et al (2021) Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning. Physiol Meas 42:095003. https://doi.org/10.1088/1361-6579/ac1d59
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