Pneumothorax, pleural effusion, pneumothorax with hemothorax, rib fracture
Conditions
Interventions
Gold Standard:Reference standards established by senior radiologists
Index test:Evaluating common diseases detected by X-ray using Convolutional Neural Networks (CNNs) and generating structured reports using Natural Language Processing (NLP) techniques
Sponsors
Shanghai Changzheng Hospital
Eligibility
Sex/Gender
All
Inclusion criteria
Inclusion criteria: 1. Inclusion criteria for healthy volunteers: There are no pneumothorax, pleural effusion, acute abdomen and other X-ray dominant system diseases and common diseases. 2. Inclusion criteria for people with pneumothorax, pleural effusion, acute abdomen and related diseases: (1) The quality of the plain film image is qualified: no artifacts, good sharpness, good contrast and clarity; (2) There are clear X-ray plain film or CT image diagnostic results.
Exclusion criteria
Exclusion criteria: (1) Poor quality of plain films: blurry, underexposed or overexposed, severe artifacts; (2) Plain radiographs and other imaging examinations have no diagnostic results; (3) Those who are pregnant or lactating; (4) Uncontrolled epilepsy or psychiatric illness that cannot cooperate with X-ray photography; (5) Patients with cough, sputum production or difficulty breathing and cannot inhale and hold breath normally.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Receiver Operating Characteristic Curve Area Under the Curve; | — |
Countries
China
Contacts
Public ContactFan Li
Shanghai Changzheng Hospital
Outcome results
None listed