Graphical Models from Partially Observed Interactions with Biomedical Applications

部分观察到的与生物医学应用相互作用的图形模型

• 批准号: 10452586
• 负责人: Genevera Irene Allen
• 金额: $ 20万
• 依托单位: RICE UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2020
• 资助国家: 美国
• 起止时间: 2020-08-01 至 2024-07-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10452586
• 关键词: Instruction; Modeling

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项目成果

Minipatch Learning as Implicit Ridge-Like Regularization.

• DOI: 10.1109/bigcomp51126.2021.00021
• 发表时间: 2021-01
• 期刊: ... International Conference on Big Data and Smart Computing. International Conference on Big Data and Smart Computing
• 作者: Yao T;LeJeune D;Javadi H;Baraniuk RG;Allen GI
• 通讯作者: Allen GI

MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling.

• DOI: 10.1109/bigcomp51126.2021.00023
• 发表时间: 2021-01
• 期刊: ... International Conference on Big Data and Smart Computing. International Conference on Big Data and Smart Computing
• 作者: Toghani MT;Allen GI
• 通讯作者: Allen GI

Detection of Junctional Ectopic Tachycardia by Central Venous Pressure.

• DOI: 10.1007/978-3-030-77211-6_29
• 发表时间: 2021-06
• 期刊: Artificial intelligence in medicine. Conference on Artificial Intelligence in Medicine (2005- )
• 作者: Tan X;Dai Y;Humayun AI;Chen H;Allen GI;Jain PN
• 通讯作者: Jain PN

State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks.

使用深度神经网络对不可观测的配电系统进行状态和拓扑估计。

• DOI: 10.1109/tim.2022.3167722
• 发表时间: 2022
• 期刊: IEEE transactions on instrumentation and measurement
• 影响因子: 5.6
• 作者: Azimian,Behrouz;Biswas,ReetamSen;Moshtagh,Shiva;Pal,Anamitra;Tong,Lang;Dasarathy,Gautam
• 通讯作者: Dasarathy,Gautam

Digital medicine and the curse of dimensionality.

• DOI: 10.1038/s41746-021-00521-5
• 发表时间: 2021-10-28
• 期刊: NPJ digital medicine
• 影响因子: 15.2
• 作者: Berisha V;Krantsevich C;Hahn PR;Hahn S;Dasarathy G;Turaga P;Liss J
• 通讯作者: Liss J