personalized medicine

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