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Cancer Risk Prediction on EHR-based cancer screening dataset 2016-2023 (test)

22.8Average Precision

Can-SAVE

Updated 1mo ago

Evaluation Results

Method	Links
Can-SAVE 2023.09		22.8	83.7
DeepSeek-R1 -> Qwen3-Emb -> LoRA 2023.09		19.3	90.1
Qwen3-Emb ->DeepHit 2023.09		18.6	88.5
GigaChat ->GBM 2023.09		18.5	89.6
DeepSeek-R1 -> Qwen3-Emb -> GBM 2023.09		17.6	88.1
DeepSeek-R1 -> Qwen3-Emb -> DeepHit 2023.09		17.4	89.5
DeepSeek-R1 ->GBM 2023.09		16.4	87.3
GBM (CatBoost) 2023.09		16	78.6
BERT ->GRU 2023.09		15.1	84.9
Qwen3-Emb ->GBM 2023.09		15.1	86.9
AFT model 2023.09		11.7	84.8
Logistic Regression 2023.09		10.4	83.4
Fine-tuned CoLES 2023.09		10.3	81.3
Randon Forest 2023.09		10.2	83.3
DeepHit 2023.09		10.2	86.4
Deep Survival Machines 2023.09		10.1	82.3
Longformer ->GBM 2023.09		9.3	77.7
Randon Survival Forest 2023.09		7.4	78.6