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ORCIDEmilia Apostolova
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2020 – today
- 2021
[i6]Emilia Apostolova, Fazle Karim, Guido Muscioni, Anubhav Rana, Jeffrey Clyman:
Self-supervision for health insurance claims data: a Covid-19 use case. CoRR abs/2107.14591 (2021)
2010 – 2019
- 2019
- [c17]Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez:
Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data. AMIA 2019 - [c16]Emilia Apostolova, Tony Wang, Tim Tschampel, Ioannis Koutroulis, Tom Velez:
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support. BioNLP@ACL 2019: 66-70 - [i5]Tony Wang, Tim Tschampel, Emilia Apostolova, Tom Velez:
Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance. CoRR abs/1903.12127 (2019) - [i4]Tom Velez, Tony Wang, Ioannis Koutroulis, James Chamberlain, Amit Uppal, Seife Yohannes, Tim Tschampel, Emilia Apostolova:
Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis. CoRR abs/1908.09038 (2019) - 2018
- [c15]R. Andrew Kreek, Emilia Apostolova:
Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. NUT@EMNLP 2018: 104-109 - [i3]Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison:
Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection. CoRR abs/1806.10174 (2018) - [i2]Emilia Apostolova, Tom Velez:
Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes. CoRR abs/1809.03995 (2018) - [i1]Emilia Apostolova, R. Andrew Kreek:
Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. CoRR abs/1809.04019 (2018) - 2017
- [c14]Emilia Apostolova, Helen A. White, Patty Morris, David Eliason, Tom Velez:
Open Globe Injury Patient Identification in Warfare Clinical Notes. AMIA 2017 - [c13]Emilia Apostolova, Tom Velez:
Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes. BioNLP 2017: 257-262 - 2015
- [c12]Payam Pourashraf, Noriko Tomuro, Emilia Apostolova:
Genre-based image classification using ensemble learning for online flyers. ICDIP 2015: 96310Z - [c11]Emilia Apostolova, Payam Pourashraf, Jeffrey Sack:
Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers. HLT-NAACL 2015: 283-292 - 2014
- [c10]Emilia Apostolova, Noriko Tomuro:
Combining Visual and Textual Features for Information Extraction from Online Flyers. EMNLP 2014: 1924-1929 - 2013
- [j1]Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani
, Dina Demner-Fushman, George R. Thoma:
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. 64(5): 893-908 (2013) - 2012
- [c9]Emilia Apostolova, Noriko Tomuro, Pattanasak Mongkolwat, Dina Demner-Fushman:
Domain Adaptation of Coreference Resolution for Radiology Reports. BioNLP@HLT-NAACL 2012: 118-121 - 2011
- [c8]Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman:
Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes. ACL (2) 2011: 283-287 - [c7]Matthew S. Simpson, Md. Mahmudur Rahman, Srinivas Phadnis, Emilia Apostolova, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c6]Dina Demner-Fushman, Swapna Abhyankar, Antonio Jimeno-Yepes, Russell F. Loane, Bastien Rance, François-Michel Lang, Nicholas C. Ide, Emilia Apostolova, Alan R. Aronson:
A Knowledge-Based Approach to Medical Records Retrieval. TREC 2011 - 2010
- [c5]Emilia Apostolova, Noriko Tomuro:
Exploring Surface-Level Heuristics for Negation and Speculation Discovery in Clinical Texts. BioNLP@ACL 2010: 81-82 - [c4]Emilia Apostolova, Sean Neilan, Gary An, Noriko Tomuro, Steven L. Lytinen:
Djangology: A Light-weight Web-based Tool for Distributed Collaborative Text Annotation. LREC 2010 - [c3]Emilia Apostolova, Noriko Tomuro, Dina Demner-Fushman:
Identifying contextual information in clinical texts: a study of two domains. Semantic Mining in Biomedicine 2010
2000 – 2009
- 2009
- [c2]Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Figure content analysis for improved biomedical article retrieval. DRR 2009: 72470V - [c1]Emilia Apostolova, Dina Demner-Fushman:
Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution. HLT-NAACL (Short Papers) 2009: 41-44
Coauthor Index
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