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• Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey
  2019 · 11 citations
• Learning Preference-Based Objectives from Clinical Narratives for Dynamic Sepsis Treatment
  2026
• medR: Reward Engineering for Clinical Offline Reinforcement Learning via Tri-Drive Potential Functions
  2026
• DeepEN: A Deep Reinforcement Learning Framework for Personalized Enteral Nutrition in Critical Care
  2025
• Toward Clinically Explainable AI for Medical Diagnosis: A Foundation Model with Human-Compatible Reasoning via Reinforcement Learning
  2025
• Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
  2025
• Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
  2025
• medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support
  2025
• No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling
  2025
• FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images
  2022
• Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in Clean and Mixture Speech
  2023
• The NUS-HLT System for ICASSP2024 ICMC-ASR Grand Challenge
  2023
• Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework
  2024