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Braden C. Soper
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Generation and evaluation of synthetic patient data
A Goncalves, P Ray, B Soper, J Stevens, L Coyle, AP Sales
BMC medical research methodology 20, 1-40, 2020
2362020
Data-moderate stock assessments for brown, China, copper, sharpchin, stripetail, and yellowtail rockfishes and English and rex soles in 2013
J Cope, EJ Dick, A MacCall, M Monk, B Soper, C Wetzel
National Oceanic and Atmospheric Administration, National Marine Fisheries …, 2013
402013
A hidden Markov model for population‐level cervical cancer screening data
BC Soper, M Nygård, G Abdulla, R Meng, JF Nygård
Statistics in Medicine 39 (25), 3569-3590, 2020
182020
Nonstationary multivariate Gaussian processes for electronic health records
R Meng, B Soper, HKH Lee, VX Liu, JD Greene, P Ray
Journal of Biomedical Informatics 117, 103698, 2021
132021
Collaborative energy demand response with decentralized actor and centralized critic
R Glatt, FL Silva, B Soper, WA Dawson, E Rusu, RA Goldhahn
Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021
102021
A botnet detection game
B Soper, J Musacchio
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
102014
Budget constrained machine learning for early prediction of adverse outcomes for COVID-19 patients
S Nguyen, R Chan, J Cadena, B Soper, P Kiszka, L Womack, M Work, ...
Scientific Reports 11 (1), 19543, 2021
72021
COVID‐19 outcomes in patients with cancer: Findings from the University of California health system database
DH Kwon, J Cadena, S Nguyen, KHR Chan, B Soper, AL Gryshuk, ...
Cancer medicine 11 (11), 2204-2215, 2022
62022
Stochastic gradient-based distributed bayesian estimation in cooperative sensor networks
J Cadena, P Ray, H Chen, B Soper, D Rajan, A Yen, R Goldhahn
IEEE Transactions on Signal Processing 69, 1713-1724, 2021
62021
Bayesian multitask learning regression for heterogeneous patient cohorts
A Goncalves, P Ray, B Soper, D Widemann, M Nygård, JF Nygård, ...
Journal of Biomedical Informatics 100, 100059, 2019
62019
A non-zero-sum, sequential detection game
B Soper, J Musacchio
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
62015
Hierarchical continuous-time inhomogeneous hidden Markov model for cancer screening with extensive followup data
R Meng, B Soper, HKH Lee, JF Nygård, M Nygård
Statistical Methods in Medical Research 31 (12), 2383-2399, 2022
42022
Improving five-year survival prediction via multitask learning across HPV-related cancers
A Goncalves, B Soper, M Nygård, JF Nygård, P Ray, D Widemann, ...
Plos one 15 (11), e0241225, 2020
32020
Dynamic modeling of hospitalized COVID-19 patients reveals disease state–dependent risk factors
BC Soper, J Cadena, S Nguyen, KHR Chan, P Kiszka, L Womack, M Work, ...
Journal of the American Medical Informatics Association 29 (5), 864-872, 2022
22022
NCI Pilot 3-Synthetic Data Generation Report
AR Goncalves, AP Sales, P Ray, B Soper
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2018
22018
Non-zero-sum, adversarial detection games in network security
BC Soper
University of California, Santa Cruz, 2015
22015
An electronic health record cohort of Veterans with amyotrophic lateral sclerosis
RJ Reimer, A Goncalves, B Soper, J Cadena, JL Wilson, AL Gryshuk, ...
Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration 24 (7-8), 695-701, 2023
12023
Collaborative energy demand response with centralized actor and decentralized critic
R Glatt, B Soper, R Goldhahn
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2021
12021
Hybrid information-driven multi-agent reinforcement learning
WA Dawson, R Glatt, E Rusu, BC Soper, RA Goldhahn
arXiv preprint arXiv:2102.01004, 2021
12021
A heterogeneous botnet detection game
B Soper, J Musacchio
2014 7th International Conference on NETwork Games, COntrol and OPtimization …, 2014
12014
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Articles 1–20