Respiratory Sound Classification

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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Respiratory Sound Classification.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Respiratory Sound Classification.

56 papers

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  1. Listening for Airway Stenosis: A Foundation Model-Based Method for Rapid and Accessible Detection

    Sep 14, 2026Jean Groeninger, Zihao Zhao, Juliana de Castilhos +2Respiratory Sound Classification

  2. Exponential Pixelating Integral transform with dual fractal features for enhanced chest X-ray abnormality detection

    Sep 11, 2026Naveenraj Kamalakannan, Sri Ram Macharla, M Kanimozhi +1Chest X-Ray Report GenerationChest X-Ray

  3. NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis

    Sep 3, 2026Yinan Liu, Hongtai Xia, Haoran Xu +3Multimodal Clinical DataRespiratory Sound Classification

  4. A Low-Power Wearable Respiratory Sensor for Non-Invasive Stress Monitoring

    Aug 6, 2026Mohammad Hosseini, Hamed Khatounabadi, Mohammad FakharzadehRemote Physiological MeasurementRespiratory Sound Classification

  5. RESPClinBench: Benchmarking Multimodal Clinical Decision-Making and Longitudinal Disease Management in Respiratory Specialty Care

    Aug 5, 2026Mouxiao Bian, Zhi Chen, Ruiyao Chen +8Multimodal Clinical DataLung-Nodule Detector

  6. Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features

    Jul 26, 2026Ryo Magoshi, Jaeyoung Lee, Shinsuke Sakai +1Grapheme-To-PhonemeArticulatory

  7. Interpretable Machine Learning for Air Pollution and Respiratory Health Prediction: A Socioeconomic Subgroup Analysis

    Jul 19, 2026Maede Azani Hassan Abadi, Shouyi WangAir PollutionInterpretable Machine Learning

  8. AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots

    Jul 17, 2026Priyanka V. Setty, Arvind Ramanathan, Ian Foster +1Human-In-The-LoopRuntime

  9. A Nearable Soft Mat Based on Distributed Optical Fiber Sensing for Physiological Monitoring

    Jul 13, 2026Vincenzo Lavorgna, Martina Pulcinelli, Andrea Polimadei +5OpticalPhysiological Signals

  10. Video-based detection of cessation of breathing in pre-term infants using machine learning

    Jul 6, 2026Dineo Serame, Lionel Tarassenko, Mauricio VillarroelRespiratory Sound ClassificationCamera

  11. Environmental Drivers of Respiratory Disease: A District Level Analysis

    Jul 5, 2026Rahim Iqbal, Asfi Ahamed, Izzath Nisfer +6Air PollutionRespiratory Sound Classification

  12. Piercing Gilbreath's Conjecture: From Deep Number Theory Insights to Fintech and Cybersecurity

    Jul 5, 2026Vincent GranvilleRandomFraud Detection

  13. Physically-Constrained Harmonic Separation for Robust Heart and Respiratory Rate Estimation from Wrist Photoplethysmography

    Jun 29, 2026Nouhaila Fraihi, Ouassim Karrakchou, Mounir GhoghoRemote PhotoplethysmographyRespiratory Sound Classification

  14. Accurate Recognition of Pneumonia and COVID-19 by Geometric Shape Normalization of Lung Region using Automatic Landmark Detection and Piecewise Affine Warping

    Jun 29, 2026Salvador E. Ayala-Raggi, Rafael Alejandro Cruz-Ovando, Lauro Reyes-Cocoletzi +1One-Shot Medical Landmark DetectionRespiratory Sound Classification

  15. RPM-Distill: Physiology-guided Adaptive Cross-modal Distillation for Robust Remote Physiological Measurement

    Jun 26, 2026Jiyao Wang, Qingyong Hu, Duoxun Tang +3Remote Physiological MeasurementPhysiological Signals

  16. BCoughBench: Benchmarking Respiratory Acoustic Foundation Models Under Body-Coupled Wearable Sensor Conditions

    Jun 23, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationWearable Devices

  17. Deep learning-based detection of cessation of breathing in pre-term infants

    Jun 22, 2026Dineo Serame, Lionel Tarassenko, Mauricio VillarroelRespiratory Sound ClassificationEarly Detection

  18. A Skin-Tone-Aware Dual-Representation Remote Photoplethysmography Framework for Contactless Respiratory Rate Estimation

    Jun 19, 2026Trishna Saikia, Anup Kumar Gupta, Puneet Gupta +1Remote PhotoplethysmographyRespiratory Sound Classification

  19. CoughPhase-CLR: Designing an acoustics-informed foundation model for coughing sound classification

    Jun 19, 2026Marius Moldovan, Anton Batliner, Thomas M. Berghaus +2Respiratory Sound ClassificationAudio Classification

  20. Translating Inference-Time Control to Radiology Vision-Language Models: Activation Steering for Pneumonia Classification on Chest X-rays

    Jun 18, 2026Eduardo Moreno Judice de Mattos Farina, Mateus A. Esmeraldo, Felipe Akio Matsuoka +2Medical Vision-Language ModelsChest X-Ray

  21. Beyond AHI: An Interpretable Causal-Discovery-Guided Framework for Sleep Recovery in Connected Health

    Jun 16, 2026Saba A. Farahani, Elahe Khatibi, Manoj Vishwanath +2SleepPhysiological Signals

  22. Contactless Respiratory Monitoring on Heterogeneous Mobile Robots: A Multimodal Edge-Computing Framework

    Jun 16, 2026Milind Rampure, Shadman Sakib, Haley Patel +2Respiratory Sound ClassificationRobot Perception

  23. Beyond Classification: A Cough Regression Benchmark for Respiratory Acoustic Foundation Models

    Jun 13, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationFoundation Model

  24. CAP: Towards PPG Universal Representation Learning with Patient-level Supervision

    Jun 13, 2026Chenyang He, Xinyi Shao, Shun Huang +4Remote PhotoplethysmographyElectronic Health Record Foundation Models

  25. Lung-SRAD: Spectral-Aware Regularized Audio DASS with Dual-Axis Patch-Mix Contrastive Learning for Respiratory Sound Classification

    Jun 10, 2026Hemansh Shridhar, Miika Toikkanen, June-Woo KimRespiratory Sound ClassificationState Space Models

  26. Quality Adaptive Angular Margin Learning for Respiratory Sound Classification

    Jun 10, 2026Yoon Tae Kim, Heejoon Koo, Miika Toikkanen +1Audio ClassificationRespiratory Sound Classification

  27. Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

    Jun 9, 2026Ipek Sen, Ozgur Ozdemir, Elena Battini SonmezRespiratory Sound ClassificationMel-Frequency Cepstral Coefficient

  28. RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification

    Jun 8, 2026Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang +2Respiratory Sound ClassificationMultimodal Clinical Data

  29. Next-Token Prediction Learns Generalisable Representations of Sleep Physiology

    Jun 8, 2026Jonathan F. Carter, Lionel TarassenkoPhysiological SignalsElectronic Health Record Foundation Models

  30. Inferring hidden forcing in a biological oscillator using Kolmogorov-Arnold networks

    Jun 7, 2026Julian Szereszewski, Facundo Fainstein, Leandro E. Fernandez +1Oscillatory DynamicsRespiratory Sound Classification

  31. AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

    Jun 6, 2026Aueaphum AueawatthanaphisutRespiratory Sound ClassificationAudio Classification

  32. RhinoVLA Technical Report

    Jun 5, 2026Huixi Technology, :, Chen Zhang +13Diffusion-Based Vision-Language-ActionsRobot Actions

  33. Learning to model pediatric asthma exacerbation from multiple risk factors: a case study in coastal Virginia

    Jun 4, 2026Jonathan Colen, Eric Werner, Maryam Golbazi +6Air PollutionGeneralized Linear Model

  34. VentAgent: When LLMs Learn to Breathe -- Multi-Objective Arbitration for ARDS Ventilation

    Jun 3, 2026Teqi Hao, Yuxuan Fu, Xiaoyu Tan +4Intensive Care UnitArbiter

  35. CoughSense: Five-Class Respiratory Disease Classification via Whisper Encoder Fine-Tuning and Dual-Encoder Cross-Attention Fusion with Balanced Contrastive Learning

    Jun 2, 2026Nikhil VincentRespiratory Sound ClassificationAudio Classification

  36. C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification

    Jun 1, 2026Ziqi Ma, Mengyu Han, Anteng Cai +4Data AugmentationRespiratory Sound Classification

  37. Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

    May 28, 2026Heejoon Koo, Yoon Tae Kim, Miika Toikkanen +1Multimodal Domain GeneralizationRespiratory Sound Classification

  38. Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals?

    May 25, 2026Xiaolei Lu, Shamim NematiIntensive Care UnitChest X-Ray

  39. Structured Visual Evidence Decomposition for Evidence-Grounded Multimodal Screening of Obstructive Sleep Apnea-Hypopnea Syndrome

    May 23, 2026Chen Zhan, Yingchen Wei, Xiaoyu Tan +2ScreeningMultimodal Clinical Data

  40. Can Breath Biomarkers Causally Influence Blood Glucose? Investigating VOC-Mediated Modulation in Diabetes

    May 21, 2026Varsha Sharma, Prasanta K. Guha, Avik GhoseDiabetesEarly Detection

  41. On-Device Continual Learning with Dual-Stage Buffer and Dynamic Loss for Point-of-Care Pneumonia Diagnosis

    May 19, 2026Danu KimRespiratory Sound ClassificationParameter-Efficient Adaptation

  42. Domain Incremental Learning for Pandemic-Resilient Chest X-Ray Analysis

    May 18, 2026Danu KimUnsupervised Domain AdaptationChest X-Ray

  43. Adversarial Fragility and Language Vulnerability in Clinical AI: A Systematic Audit of Diagnostic Collapse Under Imperceptible Perturbations and Cross-Lingual Drift in Low-Resource Healthcare Settings

    May 16, 2026Anthonio Oladimeji Gabriel, Ahmad Rufai YusufAdversarial EvaluationCross-Lingual Consistency

  44. Speaker-Disentangled Remote Speech Detection of Asthma and COPD Exacerbations

    May 16, 2026Yuyang Yan, Sami O. Simons, Visara UroviRespiratory Sound ClassificationSpeaker Identity

  45. Physics-Guided Concentration Inference from Resistance Transients in a Mixed-Phase SnO-SnO_2 Carbon Monoxide Sensor with p-n Switching

    May 13, 2026Sani Biswas, Preetam Singh, Amit Kumar GangwarMethaneRespiratory Sound Classification

  46. Demographic-Aware Transfer Learning for Sleep Stage Classification in Clinical Polysomnography

    May 4, 2026S M Asif Hossain, Shruti KshirsagarSleep Stage ClassificationSleep

  47. MultiSense-Pneumo: A Multimodal Learning Framework for Pneumonia Screening in Resource-Constrained Settings

    May 4, 2026Dineth Jayakody, Pasindu Thenahandi, Chameli DommanigeRespiratory Sound ClassificationMultimodal Clinical Data

  48. Stop Holding Your Breath: CT-Informed Gaussian Splatting for Dynamic Bronchoscopy

    Apr 30, 2026Andrea Dunn Beltran, Daniel Rho, Aarav Mehta +5Laparoscopic CholecystectomyRespiratory Sound Classification

  49. A Real-time Scale-robust Network for Glottis Segmentation in Nasal Transnasal Intubation

    Apr 30, 2026Yang Zhou, Chaoyong Zhang, Ruoyi Hao +3Autonomous Endovascular NavigationRespiratory Sound Classification

  50. Meta-Ensemble Learning with Diverse Data Splits for Improved Respiratory Sound Classification

    Apr 27, 2026June-Woo Kim, Miika Toikkanen, Heejoon Koo +3Respiratory Sound ClassificationEnsemble

  51. Time-Localized Parametric Decomposition of Respiratory Airflow for Sub-Breath Analysis

    Apr 24, 2026Victoria Ribeiro Rodrigues, Paul W. Davenport, Nicholas J. NapoliRespiratory Sound Classification

  52. Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models

    Apr 16, 2026Sicong Chang, Yidan Shen, Justina Varghese +7Clinical PredictionElectronic Health Records

  53. Thermal Imaging for Contactless Cardiorespiratory and Sudomotor Response Monitoring

    Feb 12, 2026Constantino Álvarez Casado, Mohammad Rahman, Sasan Sharifipour +4Thermal ImagingHeart Rate

  54. RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity

    Feb 4, 2026Gaia A. Bertolino, Yuwei Zhang, Tong Xia +2Respiratory Sound ClassificationAutomatic Speech Recognition Evaluation

  55. Detecting and measuring respiratory events in horses during exercise with a microphone: deep learning vs. standard signal processing

    Aug 4, 2025Jeanne I. M. Parmentier, Rhana M. Aarts, Elin Hernlund +2Respiratory Sound ClassificationAcoustic Sensing

  56. State-specific respiratory signatures for affective and stress recognition: Interpretable respiratory markers, autocorrelation lags, and compact CNN models

    Date pendingAndrei Velichko, Mehmet Tahir HuyutRespiratory Sound ClassificationPhysiological Signals