Emilia Apostolova

According to our database, Emilia Apostolova authored at least 22 papers between 2009 and 2021.

Collaborative distances:

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

2021

Self-supervision for health insurance claims data: a Covid-19 use case.

Emilia Apostolova, Fazle Karim, Guido Muscioni, Anubhav Rana, Jeffrey Clyman

CoRR, 2021

2019

Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis.

Tom Velez, Tony Wang, Ioannis Koutroulis, James Chamberlain, Amit Uppal, Seife Yohannes, Tim Tschampel, Emilia Apostolova

CoRR, 2019

Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance.

Tony Wang, Tim Tschampel, Emilia Apostolova, Tom Velez

CoRR, 2019

Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support.

Emilia Apostolova, Tony Wang, Tim Tschampel, Ioannis Koutroulis, Tom Velez

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data.

Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez

Proceedings of the AMIA 2019, 2019

2018

Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection.

Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison

CoRR, 2018

Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data.

R. Andrew Kreek, Emilia Apostolova

Proceedings of the 4th Workshop on Noisy User-generated Text, 2018

2017

Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes.

Emilia Apostolova, Tom Velez

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Open Globe Injury Patient Identification in Warfare Clinical Notes.

Emilia Apostolova, Helen A. White, Patty Morris, David Eliason, Tom Velez

Proceedings of the AMIA 2017, 2017

2015

Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers.

Emilia Apostolova, Payam Pourashraf, Jeffrey Sack

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Genre-based image classification using ensemble learning for online flyers.

Payam Pourashraf, Noriko Tomuro, Emilia Apostolova

Proceedings of the Seventh International Conference on Digital Image Processing, 2015

2014

Combining Visual and Textual Features for Information Extraction from Online Flyers.

Emilia Apostolova, Noriko Tomuro

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Image retrieval from scientific publications: Text and image content processing to separate multipanel figures.

Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma

J. Assoc. Inf. Sci. Technol., 2013

2012

Domain Adaptation of Coreference Resolution for Radiology Reports.

Emilia Apostolova, Noriko Tomuro, Pattanasak Mongkolwat, Dina Demner-Fushman

Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012

2011

A Knowledge-Based Approach to Medical Records Retrieval.

Dina Demner-Fushman, Swapna Abhyankar, Antonio Jimeno-Yepes, Russell F. Loane, Bastien Rance, François-Michel Lang, Nicholas C. Ide, Emilia Apostolova, Alan R. Aronson

Proceedings of The Twentieth Text REtrieval Conference, 2011

Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track.

Matthew S. Simpson, Md. Mahmudur Rahman, Srinivas Phadnis, Emilia Apostolova, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma

Proceedings of the CLEF 2011 Labs and Workshop, 2011

Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes.

Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

Identifying contextual information in clinical texts: a study of two domains.

Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman

Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, 2010

Djangology: A Light-weight Web-based Tool for Distributed Collaborative Text Annotation.

Emilia Apostolova, Sean Neilan, Gary An, Noriko Tomuro, Steven L. Lytinen

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Exploring Surface-Level Heuristics for Negation and Speculation Discovery in Clinical Texts.

Emilia Apostolova, Noriko Tomuro

Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, 2010

2009

Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution.

Emilia Apostolova, Dina Demner-Fushman

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Figure content analysis for improved biomedical article retrieval.

Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma

Proceedings of the Document Recognition and Retrieval XVI, 2009