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Daniel Lopez-Martinez

Harvard-MIT Division of Health Sciences and Technology

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HOME / PHD WORK /

Publications

For an updated list of publications, please visit here. The most recent publications are listed below.

Recent Publications

  • Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors
  • Detection of Real-world Driving-induced Affective State Using Physiological Signals and Multi-view Multi-task Machine Learning
  • Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks
  • Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks
  • Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals (BEST STUDENT PAPER AWARD)
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  • PhD Work
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ICPR Award

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CinC'11
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