Authors: Zou, Bob Junyi, Levine, Matthew E., Zaharieva, Dessi P., Johari, Ramesh, Fox, Emily B.

Subject Terms: Machine Learning cs.LG, Applications stat.AP, Methodology stat.ME, FOS Computer and information sciences

Availability: https://doi.org/10.48550/arxiv.2402.17233
https://arxiv.org/abs/2402.17233

Authors: Burgermaster, Marissa, Desai, Pooja M., Heitkemper, Elizabeth M., Juul, Filippa, Mitchell, Elliot G., Turchioe, Meghan, Albers, David J., Levine, Matthew E., Larson, Dagny, Mamykina, Lena

Superior Title: In Journal of Biomedical Informatics August 2023 144

Authors: Wang, Ke Alexander, Levine, Matthew E., Shi, Jiaxin, Fox, Emily B.

Subject Terms: Computer Science - Machine Learning, Mathematics - Dynamical Systems, Quantitative Biology - Quantitative Methods

Relation: http://arxiv.org/abs/2304.14300

Availability: http://arxiv.org/abs/2304.14300

Authors: Mitchell, Elliot G., Tabak, Esteban G., Levine, Matthew E, Mamykina, Lena, Albers, David J.

Superior Title: In Journal of Biomedical Informatics January 2021 113

Authors: Wu, Jin-Long, Levine, Matthew E., Schneider, Tapio, Stuart, Andrew

Subject Terms: Computational Physics physics.comp-ph, Machine Learning cs.LG, Dynamical Systems math.DS, FOS Physical sciences, FOS Computer and information sciences, FOS Mathematics, 68T01

Availability: https://doi.org/10.48550/arxiv.2401.00035
https://arxiv.org/abs/2401.00035

Authors: Burgermaster, Marissa ^*, Son, Jung H., Davidson, Patricia G., Smaldone, Arlene M., Kuperman, Gilad, Feller, Daniel J., Burt, Katherine Gardner, Levine, Matthew E., Albers, David J., Weng, Chunhua, Mamykina, Lena

Superior Title: In International Journal of Medical Informatics July 2020 139

Authors: Mitchell, Elliot G., Heitkemper, Elizabeth M., Burgermaster, Marissa, Levine, Matthew E., Miao, Yishen, Hwang, Maria L., Desai, Pooja M., Cassells, Andrea, Tobin, Jonathan N., Tabak, Esteban G., Albers, David J., Smaldone, Arlene M., Mamykina, Lena

Superior Title: 2021 CHI Conference on Human Factors in Computing Systems (CHI '21), Yokohama Japan, 8-13 May 2021

Subject Terms: Personal Informatics, Machine learning, Goal setting, Diabetes self-management

Relation: oai:authors.library.caltech.edu:cv2xx-j7b09; https://www.ncbi.nlm.nih.gov/pmc/PMC9067367; eprintid:114659; https://doi.org/10.1145/3411764.3445555; resolverid:CaltechAUTHORS:20220510-702319000

Availability: https://doi.org/10.1145/3411764.3445555
https://www.ncbi.nlm.nih.gov/pmc/PMC9067367

Authors: Mamykina, Lena, Smaldone, Arlene M., Bakken, Suzanne R., Elhadad, Noemie, Mitchell, Elliot G., Desai, Pooja M., Levine, Matthew E., Tobin, Jonathan N., Cassells, Andrea, Davidson, Patricia G., Albers, David J., Hripcsak, George

Superior Title: 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21), Yokohama, Japan, 8-13 May 2021

Subject Terms: User studies, clinical trials, deployment in the wild, health, mHealth, self-management

Relation: https://doi.org/10.1145/3411763.3443437; oai:authors.library.caltech.edu:2hgc6-yrr82; eprintid:114465; resolverid:CaltechAUTHORS:20220426-533989700

Availability: https://doi.org/10.1145/3411763.3443437

Authors: Sottile, Peter D., Albers, David, DeWitt, Peter E., Russell, Seth, Stroh, J. N., Kao, David P., Adrian, Bonnie, Levine, Matthew E., Mooney, Ryan, Larchick, Lenny, Kutner, Jean S., Wynia, Matthew K., Glasheen, Jeffrey J., Bennett, Tellen D.

Superior Title: Journal of the American Medical Informatics Association, 28(11), 2354-2365, (2021-11)

Subject Terms: crisis triage, mortality prediction, COVID-19, decision support systems, clinical, machine learning

Relation: https://doi.org/10.1101/2021.01.14.21249793; https://doi.org/10.1093/jamia/ocab100; oai:authors.library.caltech.edu:566p9-bva47; eprintid:107593; resolverid:CaltechAUTHORS:20210120-124914573

Availability: https://doi.org/10.1093/jamia/ocab10010.1101/2021.01.14.21249793

Authors: Levine, Matthew E., Stuart, Andrew M.

Subject Terms: Mathematics - Dynamical Systems, Computer Science - Machine Learning, Statistics - Machine Learning

Relation: http://arxiv.org/abs/2107.06658

Availability: http://arxiv.org/abs/2107.06658

Authors: Levine, Matthew E., Albers, David J., Hripcsak, George

Superior Title: In Journal of Biomedical Informatics October 2018 86:149-159

Authors: Mamykina, Lena^Aff4, Levine, Matthew E.^Aff4, Davidson, Patricia G.^Aff5, Smaldone, Arlene M.^Aff6, Elhadad, Noemie^Aff4, Albers, David J.^Aff4

Contributors: Patel, Vimla L., editor^Aff1, Arocha, Jose F., editor^Aff2, Ancker, Jessica S., editor^Aff3

Superior Title: Cognitive Informatics in Health and Biomedicine : Understanding and Modeling Health Behaviors. :301-313

Degree: Ph.D.
B.A.
Ph.D., CPNP, CDE

Authors: Mulgrave, Jami J., Levine, Matthew E., Albers, David J., Ha, Joon, Sherman, Arthur, Hripcsak, George

Subject Terms: Statistics - Applications, Physics - Medical Physics

Relation: http://arxiv.org/abs/2003.06541

Availability: http://arxiv.org/abs/2003.06541

Authors: Sirlanci, Melike, Levine, Matthew E., Low Wang, Cecilia C., Albers, David J., Stuart, Andrew M.

Superior Title: Chaos: An Interdisciplinary Journal of Nonlinear Science, 33(7), 073150, (2023-07)

Subject Terms: Applied Mathematics, General Physics and Astronomy, Mathematical Physics, Statistical and Nonlinear Physics

Relation: https://doi.org/10.1063/5.0146808; oai:authors.library.caltech.edu:9ezja-9a679

Availability: https://doi.org/10.1063/5.0146808

Authors: Sirlanci, Melike, Levine, Matthew E., Low Wang, Cecilia C., Albers, David J., Stuart, Andrew M.

Superior Title: Chaos; Jul2023, Vol. 33 Issue 7, p1-29, 29p

Subject Terms: PREDICTION models, STOCHASTIC differential equations, LINEAR differential equations, TYPE 2 diabetes, INSULIN, INTENSIVE care units, HYPERGLYCEMIA

Authors: Albers, David J., Blancquart, Paul-Adrien, Levine, Matthew E., Seylabi, Elnaz Esmaeilzadeh, Stuart, Andrew

Superior Title: Inverse Problems, 35(9), Art. No. 095007, (2019-09)

Subject Terms: ensemble Kalman methods, equality and inequality constraints, derivative-free optimization, convex optimization

Relation: https://arxiv.org/abs/1901.05668; https://doi.org/10.1088/1361-6420/ab1c09; oai:authors.library.caltech.edu:2y921-jsd59; https://www.ncbi.nlm.nih.gov/pmc/PMC7677878; eprintid:97332; resolverid:CaltechAUTHORS:20190722-155445728

Availability: https://doi.org/10.1088/1361-6420/ab1c09
https://www.ncbi.nlm.nih.gov/pmc/PMC7677878

Authors: Mitchell, Elliot G, Tabak, Esteban G, Levine, Matthew E, Mamykina, Lena, Albers, David J

Subject Terms: Statistics - Applications

Relation: http://arxiv.org/abs/1911.09856; Journal of Biomedical Informatics. 113 (2021) 103639

Availability: https://doi.org/10.1016/j.jbi.2020.103639
http://arxiv.org/abs/1911.09856

Authors: Albers, David J., Levine, Matthew E., Stuart, Andrew, Mamykina, Lena, Gluckman, Bruce, Hripcsak, George

Superior Title: Journal of the American Medical Informatics Association, 25(10), 1392-1401, (2018-10)

Subject Terms: data assimilation, Bayesian inverse methods, state space models, self-monitoring data, machine learning, data mining, type 2 diabetes, Gaussian process model, glucose forecasting, precision medicine

Relation: https://doi.org/10.1093/jamia/ocy106; oai:authors.library.caltech.edu:1cn4k-3kh87; https://www.ncbi.nlm.nih.gov/pmc/PMC6188514; eprintid:90365; resolverid:CaltechAUTHORS:20181023-111929468

Availability: https://doi.org/10.1093/jamia/ocy106
https://www.ncbi.nlm.nih.gov/pmc/PMC6188514

Authors: Levine, Matthew E., Albers, David J., Burgermaster, Marissa, Davidson, Patricia G., Smaldone, Arlene M., Mamykina, Lena

Subject Terms: Statistics - Applications, Statistics - Machine Learning, Statistics - Other Statistics

Relation: http://arxiv.org/abs/1802.08761

Availability: http://arxiv.org/abs/1802.08761

Authors: Feller, Daniel J, Burgermaster, Marissa, Levine, Matthew E, Smaldone, Arlene, Davidson, Patricia G, Albers, David J, Mamykina, Lena

Contributors: National Library of Medicine, Robert Wood Johnson Foundation, National Institute of Diabetes and Digestive and Kidney Disease

Superior Title: Journal of the American Medical Informatics Association ; volume 25, issue 10, page 1366-1374 ; ISSN 1067-5027 1527-974X

Subject Terms: Health Informatics

Availability: https://doi.org/10.1093/jamia/ocy054
http://academic.oup.com/jamia/article-pdf/25/10/1366/34150578/ocy054.pdf