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Lung cancer diagnosis and staging are two fundamental and critical issue in clinical lung cancer management and therapeutic decision-making. Invasive procedures for pathologic analysis are gold standard for diagnosis and staging, however, invasive procedures related-complications are inevitable. Noninvasive medical imaging is a powerful tool, however there is almost no room for improvement just according to the experience of radiologist and clinician. The researchers will investigate the role of computer based deep learning of medical imaging in the diagnosis of lesion of lung, lymph node and other sites suspected with metastasis.
Radiologist
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| cancer cell involvement predicted by deep learning | the participants with lesions of lung, lymph node or other sites predicted as positive for cancer cell involvement by imaging based deep learning. |
| |
| no cancer cell involvement predicted by deep learning | the participants with lesions of lung, lymph node or other sites predicted as negative for cancer cell involvement by imaging based deep learning. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| surgery | Procedure | treatment intent surgery |
|
| Measure | Description | Time Frame |
|---|---|---|
| pathologic result revealed cancer cell involvement in lesion | 1 month after the pathologic test |
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Inclusion Criteria:
Exclusion Criteria:
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Lung cancer patients with PET/CT or CT examination before any cancer-specific treatment
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Zhilei Lv, MD | Contact | 86-15107177084 | 794646434@qq.com |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Wuhan Union Hospital | Recruiting | Wuhan | Hubei | 430000 | China |
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| ID | Term |
|---|---|
| D008175 | Lung Neoplasms |
| ID | Term |
|---|---|
| D012142 | Respiratory Tract Neoplasms |
| D013899 | Thoracic Neoplasms |
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
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| ID | Term |
|---|---|
| D013514 | Surgical Procedures, Operative |
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| punture | Procedure | diagnostic punture |
|
| D008171 |
| Lung Diseases |
| D012140 | Respiratory Tract Diseases |