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Journal Articles
- 2022
[j3]Yuanda Zhu, Janani Venugopalan, Zhenyu Zhang, Nikhil Chanani, Kevin O. Maher, May D. Wang:
Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit. Frontiers Artif. Intell. 5: 640926 (2022)- 2020
- [j2]Yun-Soung Kim
, Musa Mahmood, Shinjae Kwon, Kevin O. Maher, Joon Won Kang, Woon-Hong Yeo:
Wireless, Skin-Like Membrane Electronics With Multifunctional Ergonomic Sensors for Enhanced Pediatric Care. IEEE Trans. Biomed. Eng. 67(8): 2159-2165 (2020) - 2019
- [j1]Janani Venugopalan, Nikhil Chanani, Kevin O. Maher, May D. Wang:
Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units. IEEE J. Biomed. Health Informatics 23(3): 1243-1250 (2019)
Conference and Workshop Papers
- 2020
- [c4]Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada, Kevin O. Maher, Alaa Aljiffry, Jimeng Sun, Alexey Tumanov:
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units. KDD 2020: 1614-1624 - 2018
- [c3]Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun:
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. KDD 2018: 2565-2573 - 2017
- [c2]Janani Venugopalan, Nikhil Chanani, Kevin O. Maher, May D. Wang:
Combination of static and temporal data analysis to predict mortality and readmission in the intensive care. EMBC 2017: 2570-2573 - 2014
- [c1]Chihwen Cheng, Nikhil Chanani, Kevin O. Maher, May D. Wang:
icuARM-II: improving the reliability of personalized risk prediction in pediatric intensive care units. BCB 2014: 211-219
Informal and Other Publications
- 2020
- [i2]Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada, Kevin O. Maher, Alaa Aljiffry, Jimeng Sun, Alexey Tumanov:
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units. CoRR abs/2008.04063 (2020) - 2018
- [i1]Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun:
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. CoRR abs/1807.08820 (2018)
Coauthor Index
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