Research map: Enhancing pediatric cardiac auscultation with data-driven murmur detection: toward tele-consultation applications

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Papers in this map

  1. Nonnegative Matrix Factorization: A Comprehensive Review · Yu-Xiong Wang · 2012 · 1019 citations · Cited by this paper
  2. Neonatal monocyte iron metabolism and immunometabolic responses in sepsis: a comparative ex vivo investigation · 2026 · Related
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  7. Telemedicine in Pediatric Cardiology: A Scientific Statement From the American Heart Association · Gary M. Satou · 2017 · 101 citations · Cited by this paper
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  11. Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022 · Matthew A. Reyna · 2023 · 72 citations · Cited by this paper
  12. Impact of rescuer rotation on metrics of neonatal chest compression: a simulation study · 2026 · Related
  13. Phono-spectrographic analysis of heart murmur in children · A.-L. Noponen · 2007 · 70 citations · Cited by this paper
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  15. Review on the Advancements of Stethoscope Types in Chest Auscultation · Jun Jie Seah · 2023 · 65 citations · Cited by this paper
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  17. Fundamentals of Music Processing · Meinard Müller · 2021 · 58 citations · Cited by this paper
  18. Comparable lung injury with and without distal perfusion during aortic arch procedure in piglets · 2026 · Related
  19. Automated signal quality assessment of mobile phone-recorded heart sound signals · David Springer · 2016 · 49 citations · Cited by this paper
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  21. A Noise Reduction Technique Based on Nonlinear Kernel Function for Heart Sound Analysis · Ashok Mondal · 2017 · 38 citations · Cited by this paper
  22. Digital stethoscopes in paediatric medicine · Ashwin Ramanathan · 2018 · 38 citations · Cited by this paper
  23. A critical review of heart sound signal segmentation algorithms · M. G. Manisha Milani · 2022 · 36 citations · Cited by this paper
  24. Research Survey on Support Vector Machine · Huibing Wang · 2017 · 30 citations · Cited by this paper
  25. Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds · Ethan Grooby · 2022 · 30 citations · Cited by this paper
  26. Real-World Evaluation of the Eko Electronic Teleauscultation System · Shashank Prakash Behere · 2018 · 29 citations · Cited by this paper
  27. A comparative study of electronic stethoscopes for cardiac auscultation · Charleston Pinto · 2017 · 28 citations · Cited by this paper
  28. Cardiac Murmurs in Children: A Challenge For The Primary Care Physician · Eirini Kostopoulou · 2019 · 27 citations · Cited by this paper
  29. Heart-lung sound separation by nonnegative matrix factorization and deep learning · Weibo Wang · 2022 · 26 citations · Cited by this paper
  30. Digital Stethoscope as an Innovative Tool on the Teaching of Auscultatory Skills · Cláudio Tinoco Mesquita · 2013 · 23 citations · Cited by this paper
  31. Real-world evaluation of the Stemoscope electronic tele-auscultation system · Muge Fan · 2022 · 20 citations · Cited by this paper
  32. A multi-channel UNet framework based on SNMF-DCNN for robust heart-lung-sound separation · Weibo Wang · 2023 · 19 citations · Cited by this paper
  33. Auscultation While Standing: A Basic and Reliable Method to Rule Out a Pathologic Heart Murmur in Children · Bruno Lefort · 2017 · 18 citations · Cited by this paper
  34. Classification of Children's Heart Sounds With Noise Reduction Based on Variational Modal Decomposition · Anqi Zhang · 2022 · 18 citations · Cited by this paper
  35. Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals · J. Torre-Cruz · 2023 · 18 citations · Cited by this paper
  36. Effectiveness of Teaching Cardiac Auscultation to Residents During an Elective Pediatric Cardiology Rotation · Leone Mattioli · 2008 · 16 citations · Cited by this paper
  37. Present and future of telemedicine for pediatric care: an Italian regional experience · Gianvincenzo Zuccotti · 2023 · 16 citations · Cited by this paper
  38. Research on heart and lung sound separation method based on DAE–NMF–VMD · Wenhui Sun · 2024 · 16 citations · Cited by this paper
  39. Diagnosis of cardiac abnormalities based on phonocardiogram using a novel fuzzy matching feature extraction method · Wanrong Yang · 2022 · 15 citations · Cited by this paper

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