# Prognosis prediction on TCGA-LUSC (test)

Source: [Prognosis prediction on TCGA-LUSC (test)](<https://www.sota2.com/research/sota/prognosis-prediction-on-tcga-lusc-test>)

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

Data updated: 2026-02-26T05:38:00.714Z

Evaluation of prognostic models using the test split of the TCGA Lung Squamous Cell Carcinoma (LUSC) cohort, typically measured using the Concordance Index (C-index).

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 | Prognosis prediction |
| Dataset (including any stated split) | TCGA-LUSC (test) |
| Metric | C-index |
| 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

- [C-index](<https://www.sota2.com/research/sota/prognosis-prediction-on-tcga-lusc-test.md?metric=C-index>): Higher is better; unit: SCALAR.

## Recorded results

| Method | C-index | Result date | Report paper |
| --- | --- | --- | --- |
| Cox-MT | 0.699 | Not recorded | 697ae9c3a2b28e761d87d1d8 |
| Cox-nnet | 0.584 | Not recorded | 697ae9c3a2b28e761d87d1d8 |

### Cox-MT

C-index: 0.699. Result ID: 699905575698665ec46ab6ac.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9c3a2b28e761d87d1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae9c3a2b28e761d87d1d8.md>)

Recorded evaluation configuration: {"Modality":"Single-modal","Input Type":"Gene Expression"}. This record does not assert independent reproduction.

### Cox-nnet

C-index: 0.584. Result ID: 699905575698665ec46ab6ad.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9c3a2b28e761d87d1d8.md>)

Recorded evaluation configuration: {"Modality":"Single-modal","Input Type":"Gene Expression"}. This record does not assert independent reproduction.

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