Svetla Boytcheva
Orcid: 0000-0002-5542-9168
According to our database1,
Svetla Boytcheva
authored at least 62 papers
between 2000 and 2024.
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Bibliography
2024
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning.
Medical Image Anal., 2024
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning.
CoRR, 2024
SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024
Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Clinical Text Classification to SNOMED CT Codes Using Transformers Trained on Linked Open Medical Ontologies.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Leveraging Biomedical Ontologies for Clinical Procedures Recognition in Spanish at BioASQ MedProcNER.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Maximum Likelihood Estimation with Deep Learning for Multiple Sclerosis Progression Prediction.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
npj Digit. Medicine, 2022
Proceedings of the Information Systems and Grid Technologies, Sofia, Bulgaria, May 27, 2022
Proceedings of the 15th International Conference Education and Research in the Information Society, Plovdiv, Bulgaria, October 13, 2022
2021
Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Proceedings of the Information and Software Technologies - 27th International Conference, 2021
2020
Proceedings of the Information and Software Technologies - 26th International Conference, 2020
Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
Proceedings of the Contemporary Methods in Bioinformatics and Biomedicine and Their Applications, 2020
Proceedings of the AIVR 2020: 4th International Conference on Artificial Intelligence and Virtual Reality, 2020
2019
Deep learning contextual models for prediction of sport event outcome from sportsman's interviews.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Proceedings of the Information and Software Technologies - 25th International Conference, 2019
Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019
Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019
Proceedings of the Business Information Systems Workshops, 2019
2018
Proceedings of the Machine Learning and Knowledge Extraction, 2018
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018
2017
Mining comorbidity patterns using retrospective analysis of big collection of outpatient records.
Health Inf. Sci. Syst., 2017
Exploring Interval Graphs of Rare Diseases in Retrospective Analysis of Outpatient Records.
Proceedings of the Workshop on Data Analysis in Medicine, 2017
Proceedings of the Selected Papers of the XIX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2017), 2017
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2017
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, 2017
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, 2017
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
2016
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016
2014
Applying Language Technologies on Healthcare Patient Records for Better Treatment of Bulgarian Diabetic Patients.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014
2013
From Individual EHR Maintenance to Generalised Findings: Experiments for Application of NLP to Patient-Related Texts.
Proceedings of the Advances in Intelligent Analysis of Medical Data and Decision Support Systems, 2013
Medical Archetypes and Information Extraction Templates in Automatic Processing of Clinical Narratives.
Proceedings of the Conceptual Structures for STEM Research and Education, 2013
2012
Automatic Analysis of Patient History Episodes in Bulgarian Hospital Discharge Letters.
Proceedings of the EACL 2012, 2012
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012
2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Modelling a Fuzzy System for Teachers' Training Design.
Proceedings of the ECTA and FCTA 2011, 2011
Proceedings of the Conceptual Structures for Discovering Knowledge, 2011
Integrating Patient-Related Entities Using Hospital Information System Data and Automatic Analysis of Free Text.
Proceedings of the Availability, Reliability and Security for Business, Enterprise and Health Information Systems, 2011
2010
Informatica (Slovenia), 2010
Proceedings of the Artificial Intelligence: Methodology, 2010
2009
Proceedings of the Workshop on Biomedical Information Extraction@RANLP 2009, Borovets, 2009
Proceedings of the Conceptual Structures: Leveraging Semantic Technologies, 2009
2003
Semantically driven approach for scenario recognition in the IE system FRET.
Proceedings of the Recent Advances in Natural Language Processing III, 2003
Proceedings of the Conceptual Structures for Knowledge Creation and Communication, 2003
Proceedings of the EACL 2003, 2003
2002
Proceedings of the Conceptual Structures: Integration and Interfaces, 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
Adaptivity in Web-Based CALL.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Proceedings of the Artificial Intelligence: Methodology, 2002
2000
Integration of Resources and Components in a Knowledge-Based Web-Environment for Terminology Learning.
Proceedings of the Artificial Intelligence: Methodology, 2000
Proceedings of the Artificial Intelligence: Methodology, 2000