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Mengling Feng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mengling Feng
12
papers ·
12
citations ·
35
h-index
National University of Singapore · National University Health System
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Most-cited papers
Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey
2019 · 11 citations
DeepEN: A Deep Reinforcement Learning Framework for Personalized Enteral Nutrition in Critical Care
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
Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework
2024
Top co-authors
Dilruk Perera
· 4
Qianyi Xu
· 3
Daniel J. Tan
· 2
Gousia Habib
· 2
Kay Choong See
· 2
Daniel Jason Tan
· 1
Erik Cambria
· 1
Feng Wu
· 1
Jiayang Chen
· 1
Kai He
· 1
Kee Yuan Ngiam
· 1
Siqi Liu
· 1
Topics
Model-Based RL
Safe RL
Offline RL
Value-Based
Exploration
Policy Gradient
Multi-Agent