@article{DBLP:journals/bspc/ObesoYLALZEMKW23,
author = {Ishmael Obeso and
Benjamin Yoon and
David R. Ledbetter and
Melissa Aczon and
Eugene Laksana and
Alice X. Zhou and
R. Andrew Eckberg and
Keith Mertan and
Robinder G. Khemani and
Randall C. Wetzel},
title = {A novel application of spectrograms with machine learning can detect
patient ventilator dyssynchrony},
journal = {Biomed. Signal Process. Control.},
volume = {86},
number = {Part {C}},
pages = {105251},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2023.105251},
doi = {10.1016/J.BSPC.2023.105251},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/ObesoYLALZEMKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/LundstromKHNAGH22,
author = {Julie A. Lundstrom and
Robinder G. Khemani and
Justin Hotz and
Christopher J. L. Newth and
Satyanarayana Achanta and
Michael A. Gentile and
Daniel S. Hedin},
title = {Development of a Pleural Pressure Catheter via Continuous Fiberoptic
Esophageal Pressure Measurements},
booktitle = {44th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland, United
Kingdom, July 11-15, 2022},
pages = {3269--3272},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EMBC48229.2022.9871790},
doi = {10.1109/EMBC48229.2022.9871790},
timestamp = {Thu, 22 Sep 2022 19:31:35 +0200},
biburl = {https://dblp.org/rec/conf/embc/LundstromKHNAGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/ChePKLBKL17,
author = {Zhengping Che and
Sanjay Purushotham and
David C. Kale and
Wenzhe Li and
Mohammad Taha Bahadori and
Robinder G. Khemani and
Yan Liu},
editor = {James M. Rehg and
Susan A. Murphy and
Santosh Kumar},
title = {Time Series Feature Learning with Applications to Health Care},
booktitle = {Mobile Health - Sensors, Analytic Methods, and Applications},
pages = {389--409},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-51394-2\_20},
doi = {10.1007/978-3-319-51394-2\_20},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/17/ChePKLBKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChePKL16,
author = {Zhengping Che and
Sanjay Purushotham and
Robinder G. Khemani and
Yan Liu},
title = {Interpretable Deep Models for {ICU} Outcome Prediction},
booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 12-16, 2016},
publisher = {{AMIA}},
year = {2016},
url = {https://knowledge.amia.org/amia-63300-1.3360278/t004-1.3364525/f004-1.3364526/2500209-1.3364981/2493688-1.3364976},
timestamp = {Wed, 17 Apr 2024 11:47:32 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChePKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/FreySNKCTESPHMB15,
author = {Lewis J. Frey and
Katherine A. Sward and
Christopher J. L. Newth and
Robinder G. Khemani and
Martin E. Cryer and
Julie L. Thelen and
Rene Enriquez and
Su Shaoyu and
Murray M. Pollack and
Rick E. Harrison and
Kathleen L. Meert and
Robert A. Berg and
David L. Wessel and
Thomas P. Shanley and
Heidi Dalton and
Joseph Carcillo and
Tammara L. Jenkins and
J. Michael Dean},
title = {Virtualization of open-source secure web services to support data
exchange in a pediatric critical care research network},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1271--1276},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv009},
doi = {10.1093/JAMIA/OCV009},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/FreySNKCTESPHMB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Sanchez-PintoK15,
author = {L. Nelson Sanchez{-}Pinto and
Robinder G. Khemani},
title = {Predicting Acute Kidney Injury in Critically Ill Children Using Electronic
Health Record Data - {A} Comparison of Four Statistical Learning Models},
booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2015},
publisher = {{AMIA}},
year = {2015},
url = {https://knowledge.amia.org/59310-amia-1.2741865/t005-1.2744350/f005-1.2744351/2248478-1.2744625/2248348-1.2744622},
timestamp = {Wed, 17 Apr 2024 11:47:40 +0200},
biburl = {https://dblp.org/rec/conf/amia/Sanchez-PintoK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/SwardNKD15,
author = {Katherine A. Sward and
Christopher J. L. Newth and
Robinder G. Khemani and
J. Michael Dean},
title = {Data-driven knowledge base evaluation: Translating an adult {CDS}
tool for use in pediatric care},
booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2015},
publisher = {{AMIA}},
year = {2015},
url = {https://knowledge.amia.org/59310-amia-1.2741865/t005-1.2744350/f005-1.2744351/2249302-1.2744502/2248693-1.2744499},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/SwardNKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChePKL15,
author = {Zhengping Che and
Sanjay Purushotham and
Robinder G. Khemani and
Yan Liu},
title = {Distilling Knowledge from Deep Networks with Applications to Healthcare
Domain},
journal = {CoRR},
volume = {abs/1512.03542},
year = {2015},
url = {http://arxiv.org/abs/1512.03542},
eprinttype = {arXiv},
eprint = {1512.03542},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChePKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/MarlinKKW12,
author = {Benjamin M. Marlin and
David C. Kale and
Robinder G. Khemani and
Randall C. Wetzel},
editor = {Gang Luo and
Jiming Liu and
Christopher C. Yang},
title = {Unsupervised pattern discovery in electronic health care data using
probabilistic clustering models},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
FL, USA, January 28-30, 2012},
pages = {389--398},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2110363.2110408},
doi = {10.1145/2110363.2110408},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/MarlinKKW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/CrichtonMHKKRRVBGW11,
author = {Daniel J. Crichton and
Chris A. Mattmann and
Andrew F. Hart and
David C. Kale and
Robinder G. Khemani and
Patrick Ross and
Sarah Rubin and
Paul Veeravatanayothin and
Amy Braverman and
Cameron Goodale and
Randall C. Wetzel},
title = {An informatics architecture for the Virtual Pediatric Intensive Care
Unit},
booktitle = {Proceedings of the 24th {IEEE} International Symposium on Computer-Based
Medical Systems, 27-30 June, 2011, Bristol, United Kingdom},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CBMS.2011.5999031},
doi = {10.1109/CBMS.2011.5999031},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/CrichtonMHKKRRVBGW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
