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Clinical Trial Outcome Prediction on ClinicalTrials.gov (Phase 1, 2, 3)
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0.88
ROC-AUC (Phase 2)
Aliper, et al. (2023)
0.6408
0.7029
0.765
0.8271
Nov 29, 2025
ROC-AUC (Phase 2)
ROC-AUC (Phase 1)
ROC-AUC (Phase 3)
ROC-AUC (Mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC-AUC (Phase 2)
ROC-AUC (Phase 1)
ROC-AUC (Phase 3)
ROC-AUC (Mean)
Aliper, et al. (2023)
Use of drug characteri...
2025.11
0.88
-
-
0.88
Lo, et al. (2017)
Use of drug characteri...
2025.11
0.78
-
0.81
0.8
Gao, et al. (2024)
Use of drug characteri...
2025.11
0.74
0.77
0.75
0.75
Feijoo, et al. (2020)
Use of drug characteri...
2025.11
0.74
-
0.67
0.71
BioBERT-based model
Use of drug characteri...
2025.11
0.67
0.74
0.71
0.71
Fu, et al. (2020)
Use of drug characteri...
2025.11
0.65
0.58
0.72
0.65
Zheng, et al. (2024)
Use of drug characteri...
2025.11
0.65
0.65
0.74
0.68
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