Cell Viability Predictor
Cell viability prediction
- 预测任务
- Cell viability prediction
- 适用对象
- Small-molecule perturbation screening
- 输入要求
- Canonical SMILES string
- 输出说明
- Predicted viability score and response category
- 评价指标
- AUROC 0.91 · F1 0.84
- 更新时间
- 2026-03-01
- 示例输入
- CC(=O)OC1=CC=CC=C1C(=O)O
- 使用限制
- Research use only · Guest trial limited to single-item prediction
标签
ViabilitySmall Molecule
Transcriptomic Response Classifier
Transcriptomic response classification
- 预测任务
- Transcriptomic response classification
- 适用对象
- Compound-induced cell-state change analysis
- 输入要求
- Canonical SMILES string
- 输出说明
- Predicted response class with confidence score
- 评价指标
- Macro-F1 0.79 · Accuracy 0.83
- 更新时间
- 2026-02-18
- 示例输入
- CN1CCC(CC1)OC2=NC3=CC=CC=C3N=C2N
- 使用限制
- Public inference only · Not for clinical decision-making
标签
TranscriptomicsClassification
Pathway Activation Estimator
Pathway activation estimation
- 预测任务
- Pathway activation estimation
- 适用对象
- Mechanism-oriented functional screening
- 输入要求
- Standardized SMILES string
- 输出说明
- Top activated pathways and probability estimates
- 评价指标
- Top-3 hit rate 0.76 · Calibration error 0.08
- 更新时间
- 2026-01-26
- 示例输入
- COC1=CC=C(C=C1)C(CN2CCOCC2)O
- 使用限制
- Exploratory research only · Validate experimentally before use