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Daniel Lopez-Martinez
Daniel Lopez-Martinez
Harvard University & Massachusetts Institute of Technology
Bestätigte E-Mail-Adresse bei hst.harvard.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Signal quality indices and data fusion for determining acceptability of electrocardiograms collected in noisy ambulatory environments
GD Clifford, D Lopez, Q Li, I Rezek
Computing in Cardiology, 285-8, 2011
364*2011
Automatic recognition methods supporting pain assessment: A survey
P Werner, D Lopez-Martinez, S Walter, A Al-Hamadi, S Gruss, RW Picard
IEEE Transactions on Affective Computing 13 (1), 530-552, 2019
1782019
Multi-task neural networks for personalized pain recognition from physiological signals
D Lopez-Martinez, R Picard
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
1002017
Personalized automatic estimation of self-reported pain intensity from facial expressions
D Lopez-Martinez, O Rudovic, D Rosalind Picard
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
912017
Continuous pain intensity estimation from autonomic signals with recurrent neural networks
D Lopez-Martinez, R Picard
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
732018
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks
A Sano, W Chen, D Lopez-Martinez, S Taylor, RW Picard
IEEE Journal of Biomedical and Health Informatics, 2018
642018
Deep reinforcement learning for optimal critical care pain management with morphine using dueling double-deep Q networks
D Lopez-Martinez, P Eschenfeldt, S Ostvar, M Ingram, C Hur, R Picard
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
382019
Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks
D Lopez-Martinez, P Eschenfeldt, S Ostvar, M Ingram, C Hur, R Picard
International Engineering in Medicine and Biology Conference (EMBC), 2019
382019
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning
D Lopez-Martinez, O Rudovic, R Picard
NIPS Machine Learning for Health Care Workshop, 2017
352017
Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process …
D Lopez-Martinez, K Peng, A Lee, D Borsook, R Picard
International Conference on Affective Computing and Intelligent Interaction …, 2019
312019
Multimodal Ambulatory Sleep Detection
W Chen, A Sano, D Lopez-Martinez, S Taylor, AW McHill, AJK Phillips, ...
Proc. IEEE International Conference on Biomedical and Health Informatics …, 2017
252017
Detection of Real-world Driving-induced Affective State Using Physiological Signals and Multi-view Multi-task Machine Learning
D Lopez-Martinez, N El-Haouij, R Picard
International Conference on Affective Computing and Intelligent Interaction …, 2019
222019
Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals
D Lopez-Martinez, K Peng, SC Steele, AJ Lee, D Borsook, R Picard
2018 24th International Conference on Pattern Recognition (ICPR), 2320-2325, 2018
172018
Wearable Technologies for Multiple Sclerosis: The Future Role of Wearable Stress Measurement in Improving Quality of Life
D Lopez Martinez, R Picard
Second International Conference on Smart Portable, Wearable, Implantable and …, 2016
92016
User-centred design for machine learning in health care: a case study from care management
MG Seneviratne, RC Li, M Schreier, D Lopez-Martinez, BS Patel, ...
BMJ Health & Care Informatics 29 (1), 2022
82022
Regularization approaches for support vector machines with applications to biomedical data
D Lopez-Martinez
arXiv preprint arXiv:1710.10600, 2017
62017
(338) Automatic detection of nociceptive stimuli and pain intensity from facial expressions
D Lopez-Martinez, O Rudovic, D Doughty, JA Subramony, R Picard
The Journal of Pain 18 (4), S59, 2017
62017
A Crowdsourcing-based Air Pollution Measurement System Using DIY Atomic Force Microscopes
D Lopez Martinez, D Lombraña Gonzalez, G Francois, ET Hwu
Human Computation 3 (1), 235-241, 2016
52016
Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone
A Sano, S Taylor, N Jaques, W Chen, D Lopez-Martinez, E Nosakhare, ...
The 40th International Conference of the IEEE Engineering in Medicine and …, 2018
22018
Instability in clinical risk stratification models using deep learning
D Lopez-Martinez, A Yakubovich, M Seneviratne, AD Lelkes, A Tyagi, ...
Machine Learning for Health, 552-565, 2022
12022
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