Emilia Apostolova

24 papers A* 1B 1Misc 2Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Self-supervision for health insurance claims data: a Covid-19 use case. CoRR Emilia Apostolova, Fazle Karim, Guido Muscioni, Anubhav Rana, Jeffrey Clyman
2019	—	`conf`	Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support. BioNLP@ACL Emilia Apostolova, Tony Wang, Tim Tschampel, Ioannis Koutroulis, Tom Velez
2019	J	`jnl`	Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis. CoRR Tom Velez, Tony Wang, Ioannis Koutroulis, James Chamberlain, Amit Uppal, Seife Yohannes, Tim Tschampel, Emilia Apostolova
2019	Misc	`conf`	Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data. AMIA Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez
2019	J	`jnl`	Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance. CoRR Tony Wang, Tim Tschampel, Emilia Apostolova, Tom Velez
2018	J	`jnl`	Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection. CoRR Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison
2018	J	`jnl`	Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes. CoRR Emilia Apostolova, Tom Velez
2018	—	`conf`	Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. NUT@EMNLP R. Andrew Kreek, Emilia Apostolova
2018	J	`jnl`	Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. CoRR Emilia Apostolova, R. Andrew Kreek
2017	Misc	`conf`	Open Globe Injury Patient Identification in Warfare Clinical Notes. AMIA Emilia Apostolova, Helen A. White, Patty Morris, David Eliason, Tom Velez
2017	—	`conf`	Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes. BioNLP Emilia Apostolova, Tom Velez
2015	—	`conf`	Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers. HLT-NAACL Emilia Apostolova, Payam Pourashraf, Jeffrey Sack
2015	—	`conf`	Genre-based image classification using ensemble learning for online flyers. ICDIP Payam Pourashraf, Noriko Tomuro, Emilia Apostolova
2014	A*	`conf`	Combining Visual and Textual Features for Information Extraction from Online Flyers. EMNLP Emilia Apostolova, Noriko Tomuro
2013	J	`jnl`	Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2012	—	`conf`	Domain Adaptation of Coreference Resolution for Radiology Reports. BioNLP@HLT-NAACL Emilia Apostolova, Noriko Tomuro, Pattanasak Mongkolwat, Dina Demner-Fushman
2011	—	`conf`	A Knowledge-Based Approach to Medical Records Retrieval. TREC Dina Demner-Fushman, Swapna Abhyankar, Antonio Jimeno-Yepes, Russell F. Loane, Bastien Rance, François-Michel Lang, Nicholas C. Ide, Emilia Apostolova, Alan R. Aronson
2011	—	`conf`	Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes. ACL (2) Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman
2011	—	`conf`	Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. CLEF (Notebook Papers/Labs/Workshop) Matthew S. Simpson, Md. Mahmudur Rahman, Srinivas Phadnis, Emilia Apostolova, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2010	B	`conf`	Djangology: A Light-weight Web-based Tool for Distributed Collaborative Text Annotation. LREC Emilia Apostolova, Sean Neilan, Gary An, Noriko Tomuro, Steven L. Lytinen
2010	—	`conf`	Exploring Surface-Level Heuristics for Negation and Speculation Discovery in Clinical Texts. BioNLP@ACL Emilia Apostolova, Noriko Tomuro
2010	—	`conf`	Identifying contextual information in clinical texts: a study of two domains. Semantic Mining in Biomedicine Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman
2009	—	`conf`	Figure content analysis for improved biomedical article retrieval. DRR Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2009	—	`conf`	Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution. HLT-NAACL (Short Papers) Emilia Apostolova, Dina Demner-Fushman