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Cough is one of the most common symptoms in COPD patients, and its different characteristics in amplitude, frequency and waveform can be analyzed by intelligent algorithms for the auxiliary diagnosis of COPD. The current study is to conduct external clinical validation of COPD auxiliary diagnosis algorithm and lung function prediction algorithm, and preliminatively verify the performance of the algorithm, with the ultimate goal of developing a portable and rapid COPD auxiliary diagnosis and condition assessment tool that can be used at home.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| COPD | |||
| other respiratory disease without COPD | |||
| healthy people without respiratory disease |
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| Measure | Description | Time Frame |
|---|---|---|
| Positive Agreement Rate (PPA) | Positive Agreement Rate (PPA) of auxiliary Diagnosis Algorithm for COPD | 12.30.2024 |
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Inclusion Criteria:
Exclusion Criteria:
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three cohorts are included COPD respiratory disease without cold healthy people
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Jiemin QU, pHD | Contact | 15390460355 | 15390460355@163.com |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Ruijin Hospital, Shanghai Jiao Tong University School of Medicine | Recruiting | Shanghai | Shanghai Municipality | 200000 | China |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 41896558 | Derived | Zhou J, Huang J, Wang Q, Yan J, Cao H, Huang L, Chen S, Ruan X, Zhu W, Mao J, Liu Y, Bu Z, Yang M, Wang Q, Zhou Y, Fan E, Tong L, Sun X, Zhao D, Wang P, Zhou M, Qu J. A cough sound-based deep learning algorithm for accessible prompt detection of chronic obstructive pulmonary disease with smartphones. NPJ Prim Care Respir Med. 2026 Mar 28;36(1):32. doi: 10.1038/s41533-026-00486-6. |
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| ID | Term |
|---|---|
| D029424 | Pulmonary Disease, Chronic Obstructive |
| D003371 | Cough |
| ID | Term |
|---|---|
| D008173 | Lung Diseases, Obstructive |
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
| D002908 | Chronic Disease |
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| D020969 |
| Disease Attributes |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D012120 | Respiration Disorders |
| D012818 | Signs and Symptoms, Respiratory |
| D012816 | Signs and Symptoms |