Trauma screening on Synthetic benchmark n=500 (5-fold stratified CV)
0.874AUCShishuRaksha AI (fusion)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ShishuRaksha AI (fusion)Modality=Fusion (SDQ + Text + Drawing), Classifier=Gradient-boosted classifier, Validation=5-fold stratified CV, Features=Clinically-weighted composite score2026.07 | 0.874 | 0.834 | |
| Drawing onlyModality=Drawing, Classifier=Random Forest (100 trees), Validation=5-fold stratified CV2026.07 | 0.774 | 0.718 | |
| Text onlyModality=Text, Classifier=Gradient-boosted classifier, Validation=5-fold stratified CV2026.07 | 0.768 | 0.716 | |
| SDQ only (baseline)Modality=Questionnaire (SDQ), Classifier=Random Forest (100 trees), Validation=5-fold stratified CV2026.07 | 0.756 | 0.705 |