| Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations N Marini, S Marchesin, S Otálora, M Wodzinski, A Caputo, ... NPJ digital medicine 5 (1), 102, 2022 | 74 | 2022 |
| Automatic matching of ICD-10 codes to diagnoses in discharge letters S Boytcheva Proceedings of the second workshop on biomedical natural language processing …, 2011 | 51 | 2011 |
| Gamified evaluation in STEAM for higher education: A case study P Boytchev, S Boytcheva Information 11 (6), 316, 2020 | 41 | 2020 |
| Text mining and big data analytics for retrospective analysis of clinical texts from outpatient care S Boytcheva, G Angelova, Z Angelov, D Tcharaktchiev Cybernetics and Information Technologies 15 (4), 58-77, 2015 | 36 | 2015 |
| Some aspects of negation processing in electronic health records S Boytcheva, A Strupchanska, E Paskaleva, D Tcharaktchiev, DG Str Proc. of International Workshop Language and Speech Infrastructure for …, 2005 | 33 | 2005 |
| Mining comorbidity patterns using retrospective analysis of big collection of outpatient records S Boytcheva, G Angelova, Z Angelov, D Tcharaktchiev Health information science and systems 5 (1), 3, 2017 | 28 | 2017 |
| Shallow medication extraction from hospital patient records. S Boytcheva Studies in health technology and informatics 166, 119-128, 2011 | 27 | 2011 |
| Cgextract: Towards extraction of conceptual graphs from controlled english S Boytcheva, P Dobrev, G Angelova Contributions to ICCS-2001, 9th International Conference of Conceptual …, 2001 | 26* | 2001 |
| Empowering digital pathology applications through explainable knowledge extraction tools S Marchesin, F Giachelle, N Marini, M Atzori, S Boytcheva, G Buttafuoco, ... Journal of pathology informatics 13, 100139, 2022 | 25 | 2022 |
| Focusing on scenario recognition in infomation extraction M Yankova, S Boytcheva Student Research Workshop, 2003 | 20 | 2003 |
| Completion of structured patient descriptions by semantic mining. D Tchraktchiev, G Angelova, S Boytcheva, Z Angelov, S Zacharieva Studies in health technology and informatics 166, 260-269, 2011 | 18 | 2011 |
| Comparison of machine learning approaches for industry classification based on textual descriptions of companies A Tagarev, N Tulechki, S Boytcheva Proceedings of the International Conference on Recent Advances in Natural …, 2019 | 16 | 2019 |
| Applying language technologies on healthcare patient records for better treatment of Bulgarian diabetic patients I Nikolova, D Tcharaktchiev, S Boytcheva, Z Angelov, G Angelova International Conference on Artificial Intelligence: Methodology, Systems …, 2014 | 15 | 2014 |
| Adaptivity in Web-based CALL G Angelova, S Boytcheva, O Kalaydjiev, S Trausan-Matu, P Nakov, ... ECAI, 445-449, 2002 | 15* | 2002 |
| CGs as a knowledge representation core in a complex language learning environment G Angelova, A Nenkova, S Boycheva, T Nikolov International conference on conceptual structures (ICCS-2000), 45-58, 2000 | 15* | 2000 |
| Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning N Marini, S Marchesin, M Wodzinski, A Caputo, D Podareanu, ... Medical Image Analysis 97, 103303, 2024 | 13 | 2024 |
| Contextualization in automatic extraction of drugs from hospital patient records. S Boytcheva, D Tcharaktchiev, G Angelova Studies in health technology and informatics 169, 527-531, 2011 | 13 | 2011 |
| Towards Lexical Chains for Knowledge-Graph-based Word Embeddings K Simov, S Boytcheva, P Osenova International Conference Recent Advances in Natural Language Processing …, 2017 | 12 | 2017 |
| Towards the assessment of free learner's utterances in CALL S Boytcheva, I Vitanova, A Strupchanska, M Yankova, G Angelova the Proceedings of InSTIL/ICALL2004–NLP and Speech Technologies in Advanced …, 2004 | 12* | 2004 |
| Identification of Risk Factors in Clinical Texts through Association Rules. S Boytcheva, I Nikolova, G Angelova, Z Angelov BiomedicalNLP@ RANLP, 64-72, 2017 | 11 | 2017 |
Galia AngelovaProfessor of Computer Science, Bulgarian Academy of SciencesVerified email at lml.bas.bg
