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Marin Kollef
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2020 – today
- 2022
- [j5]Sean C. Yu, Aditi Gupta, Kevin D. Betthauser, Patrick G. Lyons, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson:
Sepsis Prediction for the General Ward Setting. Frontiers Digit. Health 4: 848599 (2022) - [j4]Sean C. Yu, Mackenzie R. Hofford, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson:
Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling. J. Am. Medical Informatics Assoc. 29(5): 813-821 (2022) - 2021
- [c7]Dingwen Li, Patrick G. Lyons, Jeff Klaus, Brian F. Gage, Marin Kollef, Chenyang Lu:
Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems. CIKM 2021: 913-936 - 2020
- [j3]Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Feasibility Study of Monitoring Deterioration of Outpatients Using Multimodal Data Collected by Wearables. ACM Trans. Comput. Heal. 1(1): 5:1-5:22 (2020) - [c6]Dingwen Li, Patrick G. Lyons, Chenyang Lu, Marin Kollef:
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards. AAAI 2020: 743-750
2010 – 2019
- 2018
- [j2]Jason P. Burnham, Chenyang Lu, Lauren H. Yaeger, Thomas C. Bailey, Marin Kollef:
Using wearable technology to predict health outcomes: a literature review. J. Am. Medical Informatics Assoc. 25(9): 1221-1227 (2018) - [i1]Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Predicting Clinical Deterioration of Outpatients Using Multimodal Data Collected by Wearables. CoRR abs/1803.04456 (2018) - 2015
- [c5]Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen:
Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. AMIA 2015 - 2013
- [c4]Kevin M. Heard, Marin Kollef, Yixin Chen, Scott T. Micek, Nelda K. Martin, Gina N. LaRossa, Nathan R. Martin, Thomas C. Bailey:
Augmenting a Clinical Deterioration Alert with a Manual Clinical Assessment of Illness Severity. AMIA 2013 - 2012
- [c3]Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
An integrated data mining approach to real-time clinical monitoring and deterioration warning. KDD 2012: 1140-1148 - [c2]Rahav Dor, Gregory Hackmann, Zhicheng Yang, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey:
Experiences with an end-to-end wireless clinical monitoring system. Wireless Health 2012: 4:1-4:8 - 2011
- [j1]Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data. Int. J. Knowl. Discov. Bioinform. 2(3): 1-20 (2011) - [c1]Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Medical Data Mining for Early Deterioration Warning in General Hospital Wards. ICDM Workshops 2011: 1042-1049
Coauthor Index
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