Marin Kollef

According to our database, Marin Kollef authored at least 13 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling.

Sean C. Yu, Mackenzie R. Hofford, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson

J. Am. Medical Informatics Assoc., 2022

Sepsis Prediction for the General Ward Setting.

Sean C. Yu, Aditi Gupta, Kevin D. Betthauser, Patrick G. Lyons, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson

Frontiers Digit. Health, 2022

2021

Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems.

Dingwen Li, Patrick G. Lyons, Jeff Klaus, Brian F. Gage, Marin Kollef, Chenyang Lu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Feasibility Study of Monitoring Deterioration of Outpatients Using Multimodal Data Collected by Wearables.

Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey

ACM Trans. Comput. Heal., 2020

DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards.

Dingwen Li, Patrick G. Lyons, Chenyang Lu, Marin Kollef

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Using wearable technology to predict health outcomes: a literature review.

Jason P. Burnham, Chenyang Lu, Lauren H. Yaeger, Thomas C. Bailey, Marin Kollef

J. Am. Medical Informatics Assoc., 2018

Predicting Clinical Deterioration of Outpatients Using Multimodal Data Collected by Wearables.

Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey

CoRR, 2018

2015

Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method.

Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen

Proceedings of the AMIA 2015, 2015

2013

Augmenting a Clinical Deterioration Alert with a Manual Clinical Assessment of Illness Severity.

Kevin M. Heard, Marin Kollef, Yixin Chen, Scott T. Micek, Nelda K. Martin, Gina N. LaRossa, Nathan R. Martin, Thomas C. Bailey

Proceedings of the AMIA 2013, 2013

2012

Experiences with an end-to-end wireless clinical monitoring system.

Rahav Dor, Gregory Hackmann, Zhicheng Yang, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey

Proceedings of the Wireless Health 2012, 2012

An integrated data mining approach to real-time clinical monitoring and deterioration warning.

Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data.

Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Int. J. Knowl. Discov. Bioinform., 2011

Medical Data Mining for Early Deterioration Warning in General Hospital Wards.

Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Proceedings of the Data Mining Workshops (ICDMW), 2011