Heart Sound Classification for Early Detection of Cardiovascular Diseases Using XGBoost and Engineered Acoustic Features.
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| Title: | Heart Sound Classification for Early Detection of Cardiovascular Diseases Using XGBoost and Engineered Acoustic Features. |
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| Authors: | Karthikeya PPS; Amrita School of Artificial Intelligence, Coimbatore, Amrita Vishwa Vidyapeetham, Amrita University, Coimbatore 641112, India., Rohith P; Amrita School of Artificial Intelligence, Coimbatore, Amrita Vishwa Vidyapeetham, Amrita University, Coimbatore 641112, India., Karthikeya B; Amrita School of Artificial Intelligence, Coimbatore, Amrita Vishwa Vidyapeetham, Amrita University, Coimbatore 641112, India., Reddy MK; Amrita School of Artificial Intelligence, Coimbatore, Amrita Vishwa Vidyapeetham, Amrita University, Coimbatore 641112, India., V M A; Amrita School of Artificial Intelligence, Coimbatore, Amrita Vishwa Vidyapeetham, Amrita University, Coimbatore 641112, India., Tigrini A; Department of Information Engineering, Università Politecnica delle Marche, 60131 Ancona, Italy., Sbrollini A; Department of Information Engineering, Università Politecnica delle Marche, 60131 Ancona, Italy., Burattini L; Department of Information Engineering, Università Politecnica delle Marche, 60131 Ancona, Italy. |
| Source: | Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jan 17; Vol. 26 (2). Date of Electronic Publication: 2026 Jan 17. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1424-8220 |
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| DOI: | 10.3390/s26020630 |
