Kevin O. Maher

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 7

Top Topics

Learning Models

Data Imputation

Binding Peptides

Top Venues

IEEE J. Biomed. Health Informatics

Frontiers Artif. Intell.

Publications

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 (2022)
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)
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 (2020)
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) (2019)
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)
Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. CoRR (2018)
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)
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)