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Career

· Professor and Research Group Leader, UCLA PolyArch Research Laboratory

Publications (44)

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care
Nature Medicine · 2018
1,090
cited
Guidelines for reinforcement learning in healthcare
Nature Medicine · 2019
388
cited
The Manipulative Complexity of Lower Paleolithic Stone Toolmaking
PLoS ONE · 2010
151
cited
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off
bioRxiv · 2016
110
cited
Detecting knee osteoarthritis and its discriminating parameters using random forests
Medical Engineering and Physics · 2017
91
cited
The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI
NeuroImage · 2015
87
cited
Brain Activity Reveals Multiple Motor-Learning Mechanisms in a Real-World Task
bioRxiv · 2020
47
cited
Embodied virtual reality for the study of real-world motor learning
bioRxiv · 2020
47
cited
Calcium-activated SK channels control firing regularity by modulating sodium channel availability in midbrain dopamine neurons
Scientific Reports · 2017
39
cited
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients in the United Kingdom
Intensive Care Medicine · 2021
39
cited
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
International IEEE/EMBS Conference on Neural Engineering · 2021
33
cited
Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization
2015
31
cited
Neurobehavioural signatures in race car driving: a case study
Scientific Reports · 2019
29
cited
Accuracy and Acceptability of Wearable Motion Tracking for Inpatient Monitoring Using Smartwatches
Italian National Conference on Sensors · 2020
27
cited
Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure
Cardiac failure review · 2019
26
cited
Challenges and recommendations for high quality research using electronic health records
Frontiers in Digital Health · 2022
25
cited
The Complexity of Human Walking: A Knee Osteoarthritis Study
PLoS ONE · 2014
23
cited
Grammars of action in human behavior and evolution
bioRxiv · 2018
20
cited
The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making
arXiv.org · 2018
20
cited
The metabolic efficiency of myelinated vs unmyelinated axons
BMC Neuroscience · 2011
17
cited
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