| Image retrieval from scientific publications: Text and image content processing to separate multipanel figures E Apostolova, D You, Z Xue, S Antani, D Demner‐Fushman, GR Thoma Journal of the American Society for Information Science and Technology 64 (5 …, 2013 | 56 | 2013 |
| Automatic extraction of lexico-syntactic patterns for detection of negation and speculation scopes E Apostolova, N Tomuro, D Demner-Fushman Proceedings of the 49th annual meeting of the association for computational …, 2011 | 47 | 2011 |
| Machine learning data annotation apparatuses, methods and systems CR Rankin, EA Apostolova US Patent App. 14/169,661, 2014 | 45 | 2014 |
| Automatic segmentation of clinical texts E Apostolova, DS Channin, D Demner-Fushman, J Furst, S Lytinen, ... 2009 annual international conference of the IEEE engineering in medicine and …, 2009 | 44 | 2009 |
| A Knowledge-Based Approach to Medical Records Retrieval. D Demner-Fushman, S Abhyankar, A Jimeno-Yepes, RF Loane, B Rance, ... TREC, 2011 | 37 | 2011 |
| Disease specific ontology-guided rule engine and machine learning for enhanced critical care decision support C Velez, T Tschampel, E Apostolova, A Boris US Patent 11,488,713, 2022 | 29 | 2022 |
| NLM’s system description for the fourth i2b2/VA challenge D Demner-Fushman, E Apostolova, R Islamaj Dogan, FM Lang, JG Mork, ... Proceedings of the 2010 i2b2/VA Workshop on Challenges in Natural Language …, 2010 | 26 | 2010 |
| Combining Visual and Textual Features for Information Extraction from Online Flyers E Apostolova, N Tomuro In proceedings of Empirical Methods in Natural Language Processing (EMNLP 2014), 2014 | 23 | 2014 |
| Figure content analysis for improved biomedical article retrieval D You, E Apostolova, S Antani, D Demner-Fushman, GR Thoma Document Recognition and Retrieval XVI 7247, 276-285, 2009 | 21 | 2009 |
| Training and prediction data discrepancies: Challenges of text classification with noisy, historical data E Apostolova, RA Kreek arXiv preprint arXiv:1809.04019, 2018 | 18 | 2018 |
| Djangology: A light-weight web-based tool for distributed collaborative text annotation E Apostolova, S Neilan, G An, N Tomuro, SL Lytinen Proceedings of the Seventh International Conference on Language Resources …, 2010 | 17 | 2010 |
| Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. MS Simpson, MM Rahman, S Phadnis, E Apostolova, ... CLEF (Notebook Papers/Labs/Workshop), 2011 | 15 | 2011 |
| Towards reliable ARDS clinical decision support: ARDS patient analytics with free-text and structured EMR data E Apostolova, A Uppal, JE Galarraga, I Koutroulis, T Tschampel, T Wang, ... AMIA Annual Symposium Proceedings 2019, 228, 2019 | 13 | 2019 |
| Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes E Apostolova, T Velez BioNLP 2017 (2017), 257-262, 2017 | 12 | 2017 |
| Open Globe Injury Patient Identification in Warfare Clinical Notes E Apostolova, HA White, P Morris, D Eliason, T Velez AMIA, 2017 | 11 | 2017 |
| Towards automatic image region annotation-image region textual coreference resolution E Apostolova, D Demner-Fushman Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009 | 11 | 2009 |
| Genre-based image classification using ensemble learning for online flyers P Pourashraf, N Tomuro, E Apostolova Seventh International Conference on Digital Image Processing (ICDIP 2015 …, 2015 | 9 | 2015 |
| Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers E Apostolova, P Pourashraf, J Sack In proceedings of the North Ameri- can Chapter of the Association for …, 2015 | 8 | 2015 |
| Domain adaptation of coreference resolution for radiology reports E Apostolova, N Tomuro, P Mongkolwat, D Demner-Fushman BioNLP: Proceedings of the 2012 Workshop on Biomedical Natural Language …, 2012 | 8 | 2012 |
| Patient Context Vectors: Low Dimensional Representation of Patient Context Towards Enhanced Rule Engine Semantics and Machine Learning E Apostolova, C Velez, T Tschampel US Patent App. 16/888,199, 2020 | 6 | 2020 |
