conftrace_

personalized medicine

27 papers

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Co-occurring keywords

causal inference (1630) medication recommendation (11) dynamic treatment regime (12) attention mechanism (4001) treatment effect estimation (72) drug discovery (119) electronic health record (266) treatment effect (134) observational datum (109) heterogeneous treatment effect (50)

Papers

DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis IJCAI 2025
ARMR: Adaptively Responsive Network for Medication Recommendation IJCAI 2025
SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge IJCAI 2025
Attention boosted Individualized Regression NIPS 2024
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NIPS 2024
Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024
Stage-Aware Learning for Dynamic Treatments JMLR 2024
Personalized Heart Disease Detection via ECG Digital Twin Generation IJCAI 2024
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NIPS 2024
Zero-shot causal learning NIPS 2023
Reliable Off-Policy Learning for Dosage Combinations NIPS 2023
REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling NIPS 2023
Interpretable Off-Policy Learning via Hyperbox Search ICML 2022
Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine MLHC 2022
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability NIPS 2022
Learning to Rank Articles for Molecular Queries AAAI 2022
Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022
Policy Learning for Optimal Individualized Dose Intervals AISTATS 2022
Learning Data-Driven Drug-Target-Disease Interaction via Neural Tensor Network IJCAI 2020
Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare AAAI 2020
Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach ICML 2020
Dynamically Personalized Detection of Hemorrhage MLHC 2019
Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding AAAI 2019
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction MLHC 2019
Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations MIDL 2019