Ensuring electronic medical record simulation through better training, modeling, and evaluation Z Zhang, C Yan, DA Mesa, J Sun, BA Malin Journal of the American Medical Informatics Association 27 (1), 99-108, 2020 | 68 | 2020 |
Systems and methods for sensory and cognitive profiling TP Coleman, R Ma, S Kim, C Park, RG Da Costa, R Fung, D Mesa US Patent 9,886,493, 2018 | 40 | 2018 |
Efficient Bayesian inference methods via convex optimization and optimal transport S Kim, R Ma, D Mesa, TP Coleman 2013 IEEE International Symposium on Information Theory, 2259-2263, 2013 | 35 | 2013 |
The use of cardiac orienting responses as an early and scalable biomarker of alcohol‐related neurodevelopmental impairment DA Mesa, JA Kable, CD Coles, KL Jones, L Yevtushok, Y Kulikovsky, ... Alcoholism: Clinical and Experimental Research 41 (1), 128-138, 2017 | 22 | 2017 |
Embedding complexity in the data representation instead of in the model: A case study using heterogeneous medical data JM Bajor, DA Mesa, TJ Osterman, TA Lasko arXiv preprint arXiv:1802.04233, 2018 | 14 | 2018 |
Computational phenotype discovery via probabilistic independence TA Lasko, DA Mesa arXiv preprint arXiv:1907.11051, 2019 | 13 | 2019 |
An information and control framework for optimizing user-compliant human–computer interfaces J Tantiongloc, DA Mesa, R Ma, S Kim, CH Alzate, JJ Camacho, V Manian, ... Proceedings of the IEEE 105 (2), 273-285, 2016 | 12 | 2016 |
A scalable framework to transform samples from one continuous distribution to another D Mesa, S Kim, T Coleman 2015 IEEE International Symposium on Information Theory (ISIT), 676-680, 2015 | 12 | 2015 |
A distributed framework for the construction of transport maps DA Mesa, J Tantiongloc, M Mendoza, S Kim, T P. Coleman Neural computation 31 (4), 613-652, 2019 | 9 | 2019 |
Tractable fully Bayesian inference via convex optimization and optimal transport theory S Kim, D Mesa, R Ma, TP Coleman arXiv preprint arXiv:1509.08582, 2015 | 5 | 2015 |
Demonstration of the Use of Epidermal Electronics in Neurological Monitoring. MJ Harbert, SS Rosenberg, D Mesa, M Sinha, NP Karanjia, M Nespeca, ... Annals of Neurology 74, S76-S77, 2013 | 5 | 2013 |
A distributed framework for the construction of transport maps DA Mesa, J Tantiongloc, M Mendoza, TP Coleman arXiv preprint arXiv:1801.08454, 2018 | 4 | 2018 |
Model development, testing and experimentation in a CyberWorkstation for Brain-Machine Interface research P Rattanatamrong, A Matsunaga, P Raiturkar, D Mesa, M Zhao, ... 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 3 | 2010 |
Systems and methods for sensory and cognitive profiling TP Coleman, R Ma, S Kim, C Park, RG Da Costa, R Fung, D Mesa US Patent 10,891,313, 2021 | 2 | 2021 |
Construction and analysis of posterior matching in arbitrary dimensions via optimal transport DA Mesa, R Ma, SK Gorantla, TP Coleman arXiv preprint arXiv:1901.02523, 2019 | 1 | 2019 |
The Use of Cardiac Orienting Responses as an Early and Scalable Biomarker of Alcohol-Related Neurodevelopmental Impairment. DA Mesa, JA Kable, CD Coles, KL Jones, L Yevtushok, Y Kulikovsky, ... | 1 | |
The Value of Nullspace Tuning Using Partial Label Information CB Hansen, V Nath, DA Mesa, Y Huo, BA Landman, TA Lasko arXiv preprint arXiv:2003.07921, 2020 | | 2020 |
EARLY IDENTIFICATION OF EFFECTS OF PRENATAL ALCOHOL EXPOSURE: INFANT CARDIAC ORIENTING RESPONSE AS A BIOMARKER CD Coles, JA Kable, DA Mesa, TP Coleman, KL Jones, L Yevtushok, ... ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH 42, 296A-296A, 2018 | | 2018 |
On the Construction of Transport Maps for Scalable Inference and Optimal Communication with Applications in Global Health DA Mesa UC San Diego, 2017 | | 2017 |
Diffeomorphism learning via relative entropy constrained optimal transport TP Coleman, J Tantiongloc, A Allegra, D Mesa, D Kang, M Mendoza 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | | 2016 |