Marin Kollef

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 7

Top Topics

Multimodal Data

Mobile Payments

Regression Method

Top Venues

J. Am. Medical Informatics Assoc.

Frontiers Digit. Health

Publications

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) (2022)
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 (2022)
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)
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) (2020)
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)
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 (2018)
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) (2018)
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)
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)
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)
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)
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)
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) (2011)