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| Name | Class |
|---|---|
| Shanghai Zhongshan Hospital | OTHER |
| The First Affiliated Hospital with Nanjing Medical University | OTHER |
| Xinqiao Hospital of Chongqing | OTHER |
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The investigators intend to evalute the value of radiomics signature of pulmonary vessels from chest computed tomography (CT) for dianosis and prognosis of pulmonary arterial hypertension.
Pulmonary arterial hypertension (PAH) is a heterogeneous disorder composed of varying pathobiology that may involve multiple clinical conditions. Computed tomography (CT) is a minimally invasive imaging technique capable of providing both high contrast and high resolution detail of the lungs and arteries. Application of radiomics as prognosis and diagnosis tools could quantifies high-dimensional features from CT data to investigate vescualr heterogeneity.Development and validation of PAH diagnosis Algorithms based on radiomics may serve as a complementary readout to current CT-based metrics and provide valuable evidence to make the treatment management decision in early PAH.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| The development cohort | The development cohort was composed of patients diagnosed with PAH and healthy control group from 2019.1-2021.5 in RenjiH. | ||
| The validation cohort | The validation cohort was composed of patients are suspected as PAH by echocardiography in 2021.5-2021.12 or suspected patients are form other medical institutions. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| calculated radscore | Other | The development cohort is case_control research. The validation cohort is prospective study to test the accuracy of calculated radscore based on diagonisis model. |
| Measure | Description | Time Frame |
|---|---|---|
| DIAGONOSIS | The patient is diagnosed PAH or not by right heart catheter | 1 year |
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Inclusion Criteria:
Exclusion Criteria:
1.Cancer; 2. The quality of chest CT and cardiac ultrasound images is poor; 3.Pulmonary vascular segmentation is affected by thoracic organ displacement or pulmonary vascular complete occlusion due to diseases ,such as spinal deformity.
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The development cohort is case_control research, composed of patients diagnosed with PAH and healthy control group from 2018.10 to now in RenjiH and Jiangsu Province Hospital.
The validation cohort is prospective study to test the accuracy of diagonisis model, composed of patients are suspected as PAH or healthy volunteer by echocardiography form other medical institutions.
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Jieyan Shen, PhD | Contact | 13701864819 | shenjieyan@renji.com |
| Name | Affiliation | Role |
|---|---|---|
| Jieyan Shen, PhD | Shanghai Jiao Tong University School of Medicine Affiliated Renji Hospital | Study Chair |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Renji Hospital | Recruiting | Shanghai | 200127 | China |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 40318737 | Derived | Wan C, Chen M, Tong J, Wang A, Ruan B, Shen J. Prognostic effect of left ventricular-pulmonary arterial coupling indicator in pulmonary arterial hypertension. Int J Cardiol. 2025 Sep 1;434:133347. doi: 10.1016/j.ijcard.2025.133347. Epub 2025 May 1. |
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| ID | Term |
|---|---|
| D000081029 | Pulmonary Arterial Hypertension |
| ID | Term |
|---|---|
| D006976 | Hypertension, Pulmonary |
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
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| Shanghai Pulmonary Hospital, Shanghai, China |
| OTHER |
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