Daniel Lopez Martinez

23 papers B 1Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2022 J jnl
Automatic Recognition Methods Supporting Pain Assessment: A Survey.
IEEE Trans. Affect. Comput.
Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard
2022 — conf
Instability in clinical risk stratification models using deep learning.
ML4H@NeurIPS
Daniel Lopez Martinez, Alex Yakubovich, Martin Seneviratne, Ádám D. Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N. Lance Downing, Ron C. Li, Keith E. Morse, Nigam H. Shah, Ming-Jun Chen
2022 J jnl
Instability in clinical risk stratification models using deep learning.
CoRR
Daniel Lopez Martinez, Alex Yakubovich, Martin Seneviratne, Ádám D. Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N. Lance Downing, Ron C. Li, Keith E. Morse, Nigam H. Shah, Ming-Jun Chen
2022 — conf
Machine Learning for Dynamically Predicting the Onset of Renal Replacement Therapy in Chronic Kidney Disease Patients Using Claims Data.
AMAI@MICCAI
Daniel Lopez Martinez, Christina Chen, Ming-Jun Chen
2022 J jnl
Machine learning for dynamically predicting the onset of renal replacement therapy in chronic kidney disease patients using claims data.
CoRR
Daniel Lopez Martinez, Christina Chen, Mingjun Chen
2019 — conf
Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks.
EMBC
Daniel Lopez Martinez, Patrick Eschenfeldt, Sassan Ostvar, Myles Ingram, Chin Hur, Rosalind W. Picard
2019 J jnl
Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks.
CoRR
Daniel Lopez Martinez, Patrick Eschenfeldt, Sassan Ostvar, Myles Ingram, Chin Hur, Rosalind W. Picard
2019 — conf
Detection of Real-World Driving-Induced Affective State Using Physiological Signals and Multi-View Multi-Task Machine Learning.
ACII Workshops
Daniel Lopez Martinez, Neska El Haouij, Rosalind W. Picard
2019 J jnl
Detection of Real-world Driving-induced Affective State Using Physiological Signals and Multi-view Multi-task Machine Learning.
CoRR
Daniel Lopez Martinez, Neska El Haouij, Rosalind W. Picard
2019 J jnl
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.
IEEE J. Biomed. Health Informatics
Akane Sano, Weixuan Chen, Daniel Lopez Martinez, Sara Taylor, Rosalind W. Picard
2019 — conf
Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors.
ACII Workshops
Daniel Lopez Martinez, Ke Peng, Arielle J. Lee, David Borsook, Rosalind W. Picard
2019 J jnl
Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors.
CoRR
Daniel Lopez Martinez, Ke Peng, Arielle J. Lee, David Borsook, Rosalind W. Picard
2018 — conf
Continuous Pain Intensity Estimation from Autonomic Signals with Recurrent Neural Networks.
EMBC
Daniel Lopez Martinez, Rosalind W. Picard
2018 B conf
Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals.
ICPR
Daniel Lopez Martinez, Ke Peng, Sarah C. Steele, Arielle J. Lee, David Borsook, Rosalind W. Picard
2018 J jnl
Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals.
CoRR
Daniel Lopez Martinez, Ke Peng, Sarah C. Steele, Arielle J. Lee, David Borsook, Rosalind W. Picard
2017 J jnl
Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals.
CoRR
Daniel Lopez Martinez, Rosalind W. Picard
2017 — conf
Multi-task neural networks for personalized pain recognition from physiological signals.
ACII Workshops
Daniel Lopez Martinez, Rosalind W. Picard
2017 — conf
Multimodal ambulatory sleep detection.
BHI
Weixuan Chen, Akane Sano, Daniel Lopez Martinez, Sara Taylor, Andrew W. McHill, Andrew J. K. Phillips, Laura Barger, Elizabeth B. Klerman, Rosalind W. Picard
2017 — conf
Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions.
CVPR Workshops
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017 J jnl
Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions.
CoRR
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017 J jnl
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning.
CoRR
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017 J jnl
Regularization approaches for support vector machines with applications to biomedical data.
CoRR
Daniel Lopez Martinez
2016 J jnl
A Crowdsourcing-based Air Pollution Measurement System Using DIY Atomic Force Microscopes.
Hum. Comput.
Daniel Lopez Martinez, Daniel Lombraña, François Grey, En-Te Hwu