Marin Kollef

13 papers A* 2A 1Misc 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling.
J. Am. Medical Informatics Assoc.
Sean C. Yu, Mackenzie R. Hofford, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson
2022 J jnl
Sepsis Prediction for the General Ward Setting.
Frontiers Digit. Health
Sean C. Yu, Aditi Gupta, Kevin D. Betthauser, Patrick G. Lyons, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson
2021 A conf
Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems.
CIKM
Dingwen Li, Patrick G. Lyons, Jeff Klaus, Brian F. Gage, Marin Kollef, Chenyang Lu
2020 A* conf
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards.
AAAI
Dingwen Li, Patrick G. Lyons, Chenyang Lu, Marin Kollef
2020 J jnl
Feasibility Study of Monitoring Deterioration of Outpatients Using Multimodal Data Collected by Wearables.
ACM Trans. Comput. Heal.
Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2018 J jnl
Predicting Clinical Deterioration of Outpatients Using Multimodal Data Collected by Wearables.
CoRR
Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2018 J jnl
Using wearable technology to predict health outcomes: a literature review.
J. Am. Medical Informatics Assoc.
Jason P. Burnham, Chenyang Lu, Lauren H. Yaeger, Thomas C. Bailey, Marin Kollef
2015 Misc conf
Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method.
AMIA
Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen
2013 Misc conf
Augmenting a Clinical Deterioration Alert with a Manual Clinical Assessment of Illness Severity.
AMIA
Kevin M. Heard, Marin Kollef, Yixin Chen, Scott T. Micek, Nelda K. Martin, Gina N. LaRossa, Nathan R. Martin, Thomas C. Bailey
2012 A* conf
An integrated data mining approach to real-time clinical monitoring and deterioration warning.
KDD
Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2012 — conf
Experiences with an end-to-end wireless clinical monitoring system.
Wireless Health
Rahav Dor, Gregory Hackmann, Zhicheng Yang, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey
2011 J jnl
Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data.
Int. J. Knowl. Discov. Bioinform.
Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2011 — conf
Medical Data Mining for Early Deterioration Warning in General Hospital Wards.
ICDM Workshops
Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey