Figure content analysis for improved biomedical article retrieval. - Daekeun You; Emilia Apostolova; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2009)

Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution. - Emilia Apostolova; Dina Demner-Fushman (HLT-NAACL (Short Papers), 2009)

Exploring Surface-Level Heuristics for Negation and Speculation Discovery in Clinical Texts. - Emilia Apostolova; Noriko Tomuro (BioNLP@ACL, 2010)

Djangology: A Light-weight Web-based Tool for Distributed Collaborative Text Annotation. - Emilia Apostolova; Sean Neilan; Gary An; Noriko Tomuro; Steven L. Lytinen (LREC, 2010)

Identifying contextual information in clinical texts: a study of two domains. - Emilia Apostolova; Noriko Tomuro; Dina Demner-Fushman (Semantic Mining in Biomedicine, 2010)

Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes. - Emilia Apostolova; Noriko Tomuro; Dina Demner-Fushman (ACL (2), 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 (CLEF (Notebook Papers/Labs/Workshop), 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 (TREC, 2011)

Domain Adaptation of Coreference Resolution for Radiology Reports. - Emilia Apostolova; Noriko Tomuro; Pattanasak Mongkolwat; Dina Demner-Fushman (BioNLP@HLT-NAACL, 2012)

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)

Combining Visual and Textual Features for Information Extraction from Online Flyers. - Emilia Apostolova; Noriko Tomuro (EMNLP, 2014)

Genre-based image classification using ensemble learning for online flyers. - Payam Pourashraf; Noriko Tomuro; Emilia Apostolova (ICDIP, 2015)

Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers. - Emilia Apostolova; Payam Pourashraf; Jeffrey Sack (HLT-NAACL, 2015)

Open Globe Injury Patient Identification in Warfare Clinical Notes. - Emilia Apostolova; Helen A. White; Patty Morris; David Eliason; Tom Velez (AMIA, 2017)

Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes. - Emilia Apostolova; Tom Velez (BioNLP, 2017)

Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. - R. Andrew Kreek; Emilia Apostolova (NUT@EMNLP, 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)

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 (AMIA, 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 (BioNLP@ACL, 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)

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)

Self-supervision for health insurance claims data: a Covid-19 use case. - Emilia Apostolova; Fazle Karim; Guido Muscioni; Anubhav Rana; Jeffrey Clyman (CoRR, 2021)