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| Name | Class |
|---|---|
| Keele University | OTHER |
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Translational research aimed at improving diagnostic accuracy of musculoskeletal infection and musculoskeletal tumours using machine learning applied to clinical data, histopathological sections and genomic sequencing.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Infection |
| ||
| Tumours |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Genomic sequencing | Diagnostic Test | Sequencing data |
| |
| Measure | Description | Time Frame |
|---|---|---|
| Sequencing data and identification | Identification of infection and tumours using sequencing data | 3 years |
| Histological slides and identification | Deep learning using histological images | 3 years |
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Inclusion Criteria:
Suspected infection of bone tumour and biopsy taken for analysis
Exclusion Criteria:
Patient doesn't consent
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Patients with suspected orthopaedic infection (including prosthetic joint infection) or bone tumours
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Robert Jones and Agnes Hunt Orthopaedic Hospital NHS Trust | Oswestry | Shropsire | SY10 7AG | United Kingdom |
Data may be made available as part of publication
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Histological slides and limited sequencing data
| Histological examination |
| Diagnostic Test |
Images for deep learning |
|
| ID | Term |
|---|---|
| D001859 | Bone Neoplasms |
| ID | Term |
|---|---|
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
| D001847 | Bone Diseases |
| D009140 | Musculoskeletal Diseases |
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