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Arash Pakbin
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2020 – today
- 2023
- [c7]Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi:
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams. BSN 2023: 1-4 - 2021
- [c6]Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi:
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. BHI 2021: 1-4 - [c5]Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao:
Theory and software for boosted nonparametric hazard estimation. SPACA 2021: 149-158 - [i4]Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee:
BoXHED 2.0: Scalable boosting of functional data in survival analysis. CoRR abs/2103.12591 (2021) - [i3]Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi:
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. CoRR abs/2110.08949 (2021) - 2020
- [c4]Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi:
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. AISTATS 2020: 3894-3904 - [c3]Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee:
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. ICML 2020: 9973-9982 - [i2]Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi:
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. CoRR abs/2003.01753 (2020) - [i1]Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee:
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. CoRR abs/2006.14218 (2020)
2010 – 2019
- 2019
- [c2]Roger Solis, Arash Pakbin, Ali Akbari
, Bobak J. Mortazavi, Roozbeh Jafari
:
A human-centered wearable sensing platform with intelligent automated data annotation capabilities. IoTDI 2019: 255-260 - 2018
- [c1]Arash Pakbin, Parvez Rafi, Nate Hurley, Wade L. Schulz
, Harlan M. Krumholz, Bobak Jack Mortazavi:
Prediction of ICU Readmissions Using Data at Patient Discharge. EMBC 2018: 4932-4935
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