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| Name | Class |
|---|---|
| RenJi Hospital | OTHER |
| Beijing Chao Yang Hospital | OTHER |
| Beijing Friendship Hospital | OTHER |
| Guangzhou Red Cross Hospital |
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The goal of this observational study is to evaluate and predict the risk associated with cerebral cavernous malformations (CCMs) using advanced artificial intelligence and radiomics analysis technology. The study focuses on individuals who have been diagnosed with cerebral cavernous malformations (CCMs).
Main Questions to Answer:
How can AI-based radiomics features predict the risk of complications (such as bleeding or epilepsy) in individuals with CCMs? What are the most reliable imaging and clinical markers for assessing the prognosis of CCMs? Participants will be required to undergo regular medical imaging to gather traditional and radiomics imaging features.
Participants will provide clinical data, including past medical history and results of any laboratory tests.
Participants will be part of a three-year follow-up observation to monitor the progression or stability of CCMs.
Contribution of biological samples for advanced testing might also be requested.
This study aims to create an AI-based decision-making tool that will guide clinicians in the management of CCM, with the potential to significantly improve patient outcomes through personalized medical approaches.
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| Measure | Description | Time Frame |
|---|---|---|
| Functional Outcome:mRS | Last follow-up with a modified Rankin Scale (mRS) score greater than 2 persisting for at least one year | 3 years |
| Measure | Description | Time Frame |
|---|---|---|
| Radiological Outcome:Bleeding | Bleeding is defined as the presence of new hemorrhage identified on radiological imaging in patients. | 3 years |
| Radiological Outcome:Increase in lesion volume | An increase in lesion volume is defined as a 20% or more increase in the size of the lesion, as shown by follow-up imaging compared to previous measurements. |
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Inclusion Criteria:
Exclusion Criteria:
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Untreated cerebral cavernous malformation patients
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| shuo wang | Contact | 13801180330 | captain9858@126.com |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Capital Medical University Affiliated Beijing Tiantan Hospital | Recruiting | Beijing | Beijing Municipality | China |
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| ID | Term |
|---|---|
| D020786 | Hemangioma, Cavernous, Central Nervous System |
| ID | Term |
|---|---|
| D006392 | Hemangioma, Cavernous |
| D006391 | Hemangioma |
| D009383 | Neoplasms, Vascular Tissue |
| D009370 | Neoplasms by Histologic Type |
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| OTHER |
| Affiliated Hospital of Guangdong Medical University | OTHER |
| Shanxi Provincial People's Hospital | OTHER_GOV |
| Qilu Hospital of Shandong University | OTHER |
| Second Xiangya Hospital of Central South University | OTHER |
| First Affiliated Hospital of Harbin Medical University | OTHER |
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| 3 years |
| Syndrome Outcome:Drug-resistant epilepsy | Epilepsy is considered drug-resistant when a person has failed to achieve sustained seizure freedom despite adequate trials of two appropriate and well-tolerated antiepileptic drug regimens, either as monotherapies or in combination. | 3 years |
| Syndrome Outcome:Focal neurological deficits | Focal neurological deficits can manifest as weakness, numbness, loss of coordination, or changes in sensation specific to the affected area, and are typically indicative of underlying neurological conditions or injuries. | 3 years |
| All-cause mortality | All-cause mortality refers to the proportion of deaths due to any cause within the follow-up period. | 3 years |
| D009369 | Neoplasms |
| D000096826 | Cavernous Sinus Syndromes |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
| D009422 | Nervous System Diseases |
| D020785 | Central Nervous System Vascular Malformations |
| D009421 | Nervous System Malformations |
| D054079 | Vascular Malformations |
| D018376 | Cardiovascular Abnormalities |
| D002318 | Cardiovascular Diseases |
| D020141 | Hemostatic Disorders |
| D014652 | Vascular Diseases |
| D006474 | Hemorrhagic Disorders |
| D006402 | Hematologic Diseases |
| D006425 | Hemic and Lymphatic Diseases |
| D000013 | Congenital Abnormalities |
| D009358 | Congenital, Hereditary, and Neonatal Diseases and Abnormalities |