Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Omer Gottesman"'
Publikováno v:
PLoS Computational Biology, Vol 19, Iss 9, p e1010835 (2023)
Intensive care medicine is complex and resource-demanding. A critical and common challenge lies in inferring the underlying physiological state of a patient from partially observed data. Specifically for the cardiovascular system, clinicians use obse
Externí odkaz:
https://doaj.org/article/6c38f68b118b48fd8bd194281ea57705
Autor:
Sonali Parbhoo, Omer Gottesman, Andrew Slavin Ross, Matthieu Komorowski, Aldo Faisal, Isabella Bon, Volker Roth, Finale Doshi-Velez
Publikováno v:
PLoS ONE, Vol 13, Iss 11, p e0205839 (2018)
Simulation-based approaches to disease progression allow us to make counterfactual predictions about the effects of an untried series of treatment choices. However, building accurate simulators of disease progression is challenging, limiting the util
Externí odkaz:
https://doaj.org/article/ba7b8b0d4bf944a98aad725a957ea247
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 36:7612-7619
Optimistic initialization underpins many theoretically sound exploration schemes in tabular domains; however, in the deep function approximation setting, optimism can quickly disappear if initialized naively. We propose a framework for more effective
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1f3583eaefd21d634ba5ed524b165945
https://doi.org/10.1609/aaai.v36i7.20727
https://doi.org/10.1609/aaai.v36i7.20727
Autor:
A. Aldo Faisal, Finale Doshi-Velez, Fredrik D. Johansson, David Sontag, Omer Gottesman, Leo Anthony Celi, Matthieu Komorowski
Publikováno v:
Nature Medicine. 25:16-18
In this Comment, we provide guidelines for reinforcement learning for decisions about patient treatment that we hope will accelerate the rate at which observational cohorts can inform healthcare practice in a safe, risk-conscious manner.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f1581a393cbba8a974e2e405a101a6f
https://doi.org/10.1038/s41591-018-0310-5
https://doi.org/10.1038/s41591-018-0310-5
Autor:
Xuefeng, Peng, Yi, Ding, David, Wihl, Omer, Gottesman, Matthieu, Komorowski, Li-Wei H, Lehman, Andrew, Ross, Aldo, Faisal, Finale, Doshi-Velez
Publikováno v:
AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018
Sepsis is the leading cause of mortality in the ICU. It is challenging to manage because individual patients respond differently to treatment. Thus, tailoring treatment to the individual patient is essential for the best outcomes. In this paper, we t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::1373c723df7c470caef0bc86d70cdae7
https://pubmed.ncbi.nlm.nih.gov/30815131
https://pubmed.ncbi.nlm.nih.gov/30815131
Autor:
Omer, Gottesman, Fredrik, Johansson, Matthieu, Komorowski, Aldo, Faisal, David, Sontag, Finale, Doshi-Velez, Leo Anthony, Celi
Publikováno v:
Nature medicine. 25(1)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::25e1ce2357a036eddfa35103e03b81f5
https://pubmed.ncbi.nlm.nih.gov/30617332
https://pubmed.ncbi.nlm.nih.gov/30617332
Autor:
Omer Gottesman, A. Aldo Faisal, Sonali Parbhoo, Andrew S. Ross, Finale Doshi-Velez, Volker Roth, Isabella Bon, Matthieu Komorowski
Publikováno v:
PLoS ONE
PLoS ONE, Vol 13, Iss 11, p e0205839 (2018)
PLoS ONE, Vol 13, Iss 11, p e0205839 (2018)
Simulation-based approaches to disease progression allow us to make counterfactual predictions about the effects of an untried series of treatment choices. However, building accurate simulators of disease progression is challenging, limiting the util
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::637c3eca79ba39299bc88bd9078fc936
http://europepmc.org/articles/PMC6231902
http://europepmc.org/articles/PMC6231902
Publikováno v:
Communications Physics, vol 1, iss 1
Communications Physics, Vol 1, Iss 1, Pp 1-7 (2018)
Gottesman, Omer; Andrejevic, Jovana; Rycroft, Chris H; & Rubinstein, Shmuel M. (2019). A state variable for crumpled thin sheets. Lawrence Berkeley National Laboratory: Retrieved from: http://www.escholarship.org/uc/item/7m29k7k2
Communications Physics, Vol 1, Iss 1, Pp 1-7 (2018)
Gottesman, Omer; Andrejevic, Jovana; Rycroft, Chris H; & Rubinstein, Shmuel M. (2019). A state variable for crumpled thin sheets. Lawrence Berkeley National Laboratory: Retrieved from: http://www.escholarship.org/uc/item/7m29k7k2
Despite the apparent ease with which a sheet of paper is crumpled and tossed away, crumpling dynamics are often considered a paradigm of complexity. This complexity arises from the infinite number of configurations a disordered crumpled sheet can tak
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4e46798e40174f7ee7b110f4ad2302cc
http://arxiv.org/abs/1807.00899
http://arxiv.org/abs/1807.00899
Publikováno v:
Journal of Mechanical Design. 139
The art and science of folding intricate three-dimensional structures out of paper has occupied artists, designers, engineers, and mathematicians for decades, culminating in the design of deployable structures and mechanical metamaterials. Here we in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::baf4fae64388c7f131f3b8da4e545fcc
https://doi.org/10.1115/1.4034970
https://doi.org/10.1115/1.4034970
Publikováno v:
EPL (Europhysics Letters). 124:14005
We use experiments and numerical simulations to study the rapid buckling of thin-walled cones as they impact a solid surface at high velocities. The buildup of air pressure inside the cone localizes the deformations to the impacting interface with th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f33375d613005b668ca9813463f8f5e9
https://doi.org/10.1209/0295-5075/124/14005
https://doi.org/10.1209/0295-5075/124/14005