Marin Kollef
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
5
Active years
2011–2021
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | CIKM | 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 |
| 2020 | AAAI | DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards. | Dingwen Li, Patrick G. Lyons, Chenyang Lu, Marin Kollef |
| 2015 | AMIA | 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 |
| 2013 | AMIA | 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 |
| 2012 | KDD | 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 |
| 2011 | ICDM | 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 |