ArticleSensors (Basel, Switzerland)2020
Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?
Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it, 78 citations in OpenAlex.
- Respiratory Diseases Diagnosis Using Audio Analysis and Artificial Intelligence: A Systematic Review.Sensors (Basel, Switzerland) · 2024Pooled it
- Multi-Stage Respiratory Sound Analysis: Confidence-Driven Wheeze and Crackle Detection.IEEE transactions on bio-medical engineering · 2026Article
- Comment on Topaloglu et al. Machine Learning-Driven Lung Sound Analysis: Novel Methodology for Asthma Diagnosis.Advances in respiratory medicine · 2026Article
- Evaluating few-shot prompting for spectrogram-based lung sound classification using a multimodal language model.PLOS digital health · 2026Article
- Comparison of Deep Neural Networks for the Classification of Adventitious Lung Sounds.Journal of clinical medicine · 2025Article
- MEMS and ECM Sensor Technologies for Cardiorespiratory Sound Monitoring-A Comprehensive Review.Sensors (Basel, Switzerland) · 2024Review
- A Comparative Study of Metaheuristic Feature Selection Algorithms for Respiratory Disease Classification.Diagnostics (Basel, Switzerland) · 2024Article
- Remotely Powered Two-Wire Cooperative Sensors for Bioimpedance Imaging Wearables.Sensors (Basel, Switzerland) · 2024Article
- Auscultation-Based Pulmonary Disease Detection through Parallel Transformation and Deep Learning.Bioengineering (Basel, Switzerland) · 2024Article
- Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers.Sensors (Basel, Switzerland) · 2024Article
- Enabling Continuous Breathing-Phase Contextualization via Wearable-Based Impedance Pneumography and Lung Sounds: A Feasibility Study.IEEE journal of biomedical and health informatics · 2023Article
- A New Shapley-Based Feature Selection Method in a Clinical Decision Support System for the Identification of Lung Diseases.Diagnostics (Basel, Switzerland) · 2023Article
- Machine Learning for Automated Classification of Abnormal Lung Sounds Obtained from Public Databases: A Systematic Review.Bioengineering (Basel, Switzerland) · 2023Review
- Deep learning-based lung sound analysis for intelligent stethoscope.Military Medical Research · 2023Review
- Reference free auscultation quality metric and its trends.Biomedical signal processing and control · 2023Article
- Review
- Article
- Exploring machine learning for audio-based respiratory condition screening: A concise review of databases, methods, and open issues.Experimental biology and medicine (Maywood, N.J.) · 2022Review
- VECTOR: An algorithm for the detection of COVID-19 pneumonia from velcro-like lung sounds.Computers in biology and medicine · 2022Article
- Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
(1) Background: Patients with respiratory conditions typically exhibit adventitious respiratory sounds (ARS), such as wheezes and crackles. ARS events have variable duration. In this work we studied the influence of event duration on automatic ARS classification, namely, how the creation of the
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.