Research map: Paediatric respiratory sound classification by integrating local feature extraction and global context modeling

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Papers in this map

  1. Audio Set: An ontology and human-labeled dataset for audio events · Jort Florent Gemmeke · 2017 · 3099 citations · Cited by this paper
  2. A ventilatable physical four compartment model of the rat thorax for electrical impedance tomography · 2026 · Related
  3. AST: Audio Spectrogram Transformer · Yuan Gong · 2021 · 1083 citations · Cited by this paper
  4. Snoring-based obstructive sleep apnea screening and AHI estimation with an adapted pretrained audio model · 2026 · Related
  5. Fundamentals of Lung Auscultation · Abraham Bohadana · 2014 · 485 citations · Cited by this paper
  6. Continuous fast tracking of auditory threshold during middle ear surgery using the auditory steady state response (ASSR) · 2026 · Related
  7. An open access database for the evaluation of respiratory sound classification algorithms · Bruno Rocha · 2019 · 330 citations · Cited by this paper
  8. Effects of beta-adrenergic blockade on cardiorespiratory coupling markers in a clinically referred cardiopulmonary exercise test cohort with preserved left ventricular ejection fraction · 2026 · Related
  9. Automatic adventitious respiratory sound analysis: A systematic review · Renard Xaviero Adhi Pramono · 2017 · 306 citations · Cited by this paper
  10. Efficient ECG Representation Learning via Intervention-Based Attribution Alignment · 2026 · Related
  11. Analysis of Respiratory Sounds: State of the Art · S. Reichert · 2008 · 282 citations · Cited by this paper
  12. Predicting gait and timed up and go time using foot-tapping test and accelerometer · 2026 · Related
  13. Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease · Arpan Srivastava · 2021 · 198 citations · Cited by this paper
  14. Quantitative analysis of thermal recovery using dynamic infrared thermography: a methodological proof-of-concept with multi-time-constant modeling · 2026 · Related
  15. Lung Sound Classification Using Co-Tuning and Stochastic Normalization · Truc Nguyen · 2022 · 170 citations · Cited by this paper
  16. A comprehensive inference-time augmentation framework in physiological signals: application to PPG-based AF detection · 2026 · Related
  17. Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1 · Fu-Shun Hsu · 2021 · 96 citations · Cited by this paper
  18. Noninvasive diabetes mellitus classification based on HbA1c using the mel-frequency cepstral coefficients from the photoplethysmographic signal · 2026 · Related
  19. SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database · Qing Zhang · 2022 · 94 citations · Cited by this paper
  20. Conformal reliability assessment of PPG-based ICU arrhythmia classification under class imbalance and patient heterogeneity · 2026 · Related
  21. A machine learning approach to the development and prospective evaluation of a pediatric lung sound classification model · Ji Soo Park · 2023 · 45 citations · Cited by this paper
  22. Contrastive Embeddind Learning Method for Respiratory Sound Classification · Wenjie Song · 2021 · 40 citations · Cited by this paper
  23. Detecting pertussis in the pediatric population using respiratory sound events and CNN · Roneel V. Sharan · 2021 · 20 citations · Cited by this paper
  24. CycleGuardian: a framework for automatic respiratory sound classification based on improved deep clustering and contrastive learning · Yun Chu · 2025 · 20 citations · Cited by this paper
  25. Automated Interpretation of Lung Sounds by Deep Learning in Children With Asthma: Scoping Review and Strengths, Weaknesses, Opportunities, and Threats Analysis · Isabelle Ruchonnet-Métrailler · 2024 · 15 citations · Cited by this paper

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