Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Lamp, Josephine"'
Autor:
Lamp, Josephine, Derdzinski, Mark, Hannemann, Christopher, Hatfield, Sam, van der Linden, Joost
Many time series, particularly health data streams, can be best understood as a sequence of phenomenon or events, which we call motifs. A time series motif is a short trace segment which may implicitly capture an underlying phenomenon within the time
Externí odkaz:
http://arxiv.org/abs/2409.15219
Serious privacy concerns arise with the use of patient data in rule-based clinical decision support systems (CDSS). The goal of a privacy-preserving CDSS is to learn a population ruleset from individual clients' local rulesets, while protecting the p
Externí odkaz:
http://arxiv.org/abs/2405.09721
Autor:
Lamp, Josephine, Wu, Yuxin, Lamp, Steven, Afriyie, Prince, Bilchick, Kenneth, Feng, Lu, Mazimba, Sula
Early identification of high risk heart failure (HF) patients is key to timely allocation of life-saving therapies. Hemodynamic assessments can facilitate risk stratification and enhance understanding of HF trajectories. However, risk assessment for
Externí odkaz:
http://arxiv.org/abs/2306.06801
Autor:
Lamp, Josephine, Derdzinski, Mark, Hannemann, Christopher, van der Linden, Joost, Feng, Lu, Wang, Tianhao, Evans, David
Publikováno v:
Advances in Neural Information Processing Systems 36 (2023)
We focus on the problem of generating high-quality, private synthetic glucose traces, a task generalizable to many other time series sources. Existing methods for time series data synthesis, such as those using Generative Adversarial Networks (GANs),
Externí odkaz:
http://arxiv.org/abs/2303.01621
Machine Learning (ML) technologies have been increasingly adopted in Medical Cyber-Physical Systems (MCPS) to enable smart healthcare. Assuring the safety and effectiveness of learning-enabled MCPS is challenging, as such systems must account for div
Externí odkaz:
http://arxiv.org/abs/2211.15413
Autor:
Lamp, Josephine, Wu, Yuxin, Lamp, Steven, Afriyie, Prince, Ashur, Nicholas, Bilchick, Kenneth, Breathett, Khadijah, Kwon, Younghoon, Li, Song, Mehta, Nishaki, Pena, Edward Rojas, Feng, Lu, Mazimba, Sula
Publikováno v:
In American Heart Journal May 2024 271:1-11
Type I Diabetes (T1D) is a chronic disease in which the body's ability to synthesize insulin is destroyed. It can be difficult for patients to manage their T1D, as they must control a variety of behavioral factors that affect glycemic control outcome
Externí odkaz:
http://arxiv.org/abs/1906.10073
Akademický článek
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Akademický článek
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Autor:
Mazimba, Sula, Woodhouse, Rebecca, Oyinloye, Tolu P, Lamp, Josephine, Ashur, Nicholas, Shisler, David, Taylor, Lauren, Abuannadi, Mohammad, Phillips, Steven, Ibrahim, Sami, Hossack, John A, Mehta, Nishaki M, Breathett, Khadijah, Boadu, Akua, Bergin, James, Kwon, Younghoon, Bilchick, Kenneth C
Publikováno v:
Circulation (Ovid); November 2022, Vol. 146 Issue: Supplement 1 pA15226-A15226, 1p