# Vertebra Level Fracture Recognition on Private Dataset

Source: [Vertebra Level Fracture Recognition on Private Dataset](<https://www.sota2.com/research/sota/vertebra-level-fracture-recognition-on-private-dataset>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:00:28.331Z

Evaluation of model performance for Vertebra Level Fracture Recognition using the Private Dataset, reporting metrics such as ROC-AUC and Sensitivity.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Vertebra Level Fracture Recognition |
| Dataset (including any stated split) | Private Dataset |
| Metric | ROC-AUC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [ROC-AUC](<https://www.sota2.com/research/sota/vertebra-level-fracture-recognition-on-private-dataset.md?metric=ROC-AUC>): Higher is better; unit: SCALAR.

- [Sensitivity](<https://www.sota2.com/research/sota/vertebra-level-fracture-recognition-on-private-dataset.md?metric=Sensitivity>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ROC-AUC | Result date | Report paper |
| --- | --- | --- | --- |
| Nicolaes et al. | 0.93 | Not recorded | 6971af3ae25ad2fa9d1edc13 |

### Nicolaes et al.

ROC-AUC: 0.93. Result ID: 69979d2f5698665ec4f31686.

[Reporting paper](<https://www.sota2.com/research/paper/6971af3ae25ad2fa9d1edc13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa669d1e209131cea116d7.md>)

Recorded evaluation configuration: {"Test Set Size":"90 Patients","Cross Validation":"true","Major Drawback":"Dataset was small"}. This record does not assert independent reproduction.

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