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Study on Early Warning, Accurate Diagnosis and Prognostic Prediction of Melioidosis Pneumonia Driven by CT Big Data

Study on Early Warning, Accurate Diagnosis and Prognostic Prediction of Melioidosis Pneumonia Driven by CT Big Data

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2200060613
Enrollment
Unknown
Registered
2022-06-05
Start date
2020-09-01
Completion date
Unknown
Last updated
2024-05-27

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Melioidosis pneumonia

Interventions

Gold Standard:Diagnosed by isolation and culture of Bp from any specimen from a patient, as determined by microbial culture, the specimen set includes blood, respiratory secretions, urine, pus and/or
Index test:CT test

Sponsors

West China Hospital of Sichuan University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1. All data were collected by PACS system, electronic case system and / or medical record room. The final etiological results were confirmed according to the culture and / or molecular detection results, which met the etiological diagnostic criteria; 2. CT images meet the disease diagnosis requirements of radiologists (quality evaluation and agreement by one attending physician and one senior physician); 3. The CT results were confirmed by two doctors in charge of radiology or above according to the images, and the CT image results were consistent with the etiological results, and an agreement was reached; 4. The clinical data retrieved by the electronic medical record system and / or medical record room are complete, the basic clinical data are entered by the attending physician of the radiology department, and the test indicators are generated and stored by the electronic system. For the data stored only in the medical record room, it is manually entered by the attending physician of the radiology department, and the part manually entered in the basic clinical data and test indicators is rechecked by another attending physician or above.

Exclusion criteria

Exclusion criteria: 1. one chest CT scan < 25 images; 2. CT scan sequence information is lost; 3. CT images with motion artifacts or significantly reduced resolution; 4. Patients with tumor or tuberculosis complicated with melioidosis pneumonia were excluded; 5. Pregnant women or patients who cannot tolerate the examination; 6. If the etiological results of laboratory examination are different from clinical, imaging and / or pathology, the diagnostic opinions should be excluded.

Design outcomes

Primary

MeasureTime frame
Lesion volume;HU value;Lesion change rate;

Secondary

MeasureTime frame
age;C reactive protein;LDH;Neutrophil/lymphocyte ratio;blood oxygen saturation;albumin;platelets;

Countries

China

Contacts

Public ContactYang Chen
Sophie-0627@163.com+86 18980605561

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026