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2020 – today
- 2024
[j6]Sylvia Vassileva
, Georgi Grazhdanski, Ivan Koychev, Svetla Boytcheva:
Transformer-based approach for symptom recognition and multilingual linking. Database J. Biol. Databases Curation 2024 (2024)- [j5]Niccolò Marini, Stefano Marchesin, Marek Wodzinski, Alessandro Caputo, Damian Podareanu, Bryan Cardenas Guevara, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori:
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning. Medical Image Anal. 97: 103303 (2024) - [c54]Anna Aksenova, Aleksis Datseris, Sylvia Vassileva, Svetla Boytcheva:
Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge. CLEF (Working Notes) 2024: 35-46 - [c53]Kristiyan Krumov, Svetla Boytcheva, Ivan Koytchev:
SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning. SemEval@NAACL 2024: 1652-1658 - [i1]Niccolò Marini, Stefano Marchesin, Lluis Borras Ferris, Simon Püttmann, Marek Wodzinski, Riccardo Fratti, Damian Podareanu, Alessandro Caputo, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal, Gianmaria Silvello, Manfredo Atzori, Henning Müller:
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning. CoRR abs/2406.14351 (2024) - 2023
- [c52]Anna Aksenova, Tsvetan Asamov, Petar Ivanov, Svetla Boytcheva:
Improving Biomedical Question Answering with Sentence-based Ranking at BioASQ-11b. CLEF (Working Notes) 2023: 27-36 - [c51]Petar Ivanov, Anna Aksenova, Tsvetan Asamov, Svetla Boytcheva:
Leveraging Biomedical Ontologies for Clinical Procedures Recognition in Spanish at BioASQ MedProcNER. CLEF (Working Notes) 2023: 122-131 - [c50]Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev:
Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text. CLEF (Working Notes) 2023: 190-205 - [c49]Tsvetan Asamov, Petar Ivanov, Anna Aksenova, Dimitar Taskov, Svetla Boytcheva:
Maximum Likelihood Estimation with Deep Learning for Multiple Sclerosis Progression Prediction. CLEF (Working Notes) 2023: 1165-1185 - [c48]Anton Hristov, Petar Ivanov, Anna Aksenova, Tsvetan Asamov, Pavlin Gyurov, Todor Primov, Svetla Boytcheva:
Clinical Text Classification to SNOMED CT Codes Using Transformers Trained on Linked Open Medical Ontologies. RANLP 2023: 519-526 - [c47]Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev:
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation. SemEval@ACL 2023: 1454-1462 - [p2]Martin Kaltenböck, Artem Revenko, Khalid Choukri, Svetla Boytcheva, Christian Lieske, Teresa Lynn, German Rigau, Maria Heuschkel, Aritz Farwell, Gareth Jones, Itziar Aldabe, Ainara Estarrona, Katrin Marheinecke, Stelios Piperidis, Victoria Arranz, Vincent Vandeghinste, Claudia Borg:
Deep Dive Data and Knowledge. European Language Equality 2023: 337-359 - 2022
- [j4]Niccolò Marini, Stefano Marchesin, Sebastian Otálora, Marek Wodzinski, Alessandro Caputo, Mart van Rijthoven, Witali Aswolinskiy, John-Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Vatrano, Filippo Fraggetta, Jeroen van der Laak, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori:
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. npj Digit. Medicine 5 (2022) - [c46]Elena Tuparova, Andrey Tagarev, Nikola Tulechki, Svetla Boytcheva:
Analyzing the Evolution of Disinformation Content on Facebook - a Pilot Study. ERIS 2022: 41-49 - [c45]Sylvia Vassileva, Svetla Boytcheva, Ivan Koychev:
Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno. ISGT 2022: 74-88 - 2021
- [c44]Pavel Boytchev, Svetla Boytcheva:
Visual Educational Simulator of Pandemic: Work in Progress. ICIST 2021: 324-337 - [c43]Anton Hristov, Aleksandar Tahchiev, Hristo Papazov, Nikola Tulechki, Todor Primov, Svetla Boytcheva:
Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification. RANLP 2021: 557-565 - [c42]Boris Velichkov, Sylvia Vassileva, Simeon Gerginov, Boris Kraychev, Ivaylo Ivanov, Philip Ivanov, Ivan Koychev, Svetla Boytcheva:
Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language. RANLP 2021: 1448-1454 - 2020
- [j3]Pavel Boytchev, Svetla Boytcheva:
Gamified Evaluation in STEAM for Higher Education: A Case Study. Inf. 11(6): 316 (2020) - [c41]Boris Velichkov, Kristina Ivanova, Valeri Hristov, Ivan I. Borisov, Alexander Peychev, Ivan Koychev, Svetla Boytcheva:
AI-driven Approach for Automatic Synthetic Patient Status Corpus Generation. AIVR 2020: 29-35 - [c40]Boris Velichkov, Simeon Gerginov, Panayot Panayotov, Sylvia Vassileva, Gerasim Velchev, Ivan Koychev, Svetla Boytcheva:
Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian. BioInfoMed 2020: 247-260 - [c39]Svetla Boytcheva, Boris Velichkov, Gerasim Velchev, Ivan Koychev:
Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data. FedCSIS 2020: 163-167 - [c38]Pavel Boytchev, Svetla Boytcheva:
Gamified Evaluation in Game-Based Learning. ICIST 2020: 297-308
2010 – 2019
- 2019
- [c37]Svetla Boytcheva, Andrey Tagarev:
Company Investment Recommendation Based on Data Mining Techniques. BIS (Workshops) 2019: 73-84 - [c36]Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev, Vlayko Vodenicharov:
Enrichment of EHR with Linked Open Data for Risk Factors Identification. CompSysTech 2019: 84-90 - [c35]Pavel Boytchev, Svetla Boytcheva:
Innovative eLearning Technologies in the Open Education Era. CompSysTech 2019: 324-331 - [c34]Pavel Boytchev, Svetla Boytcheva:
Gamified Evaluation in STEAM. ICIST 2019: 369-382 - [c33]Svetla Boytcheva, Galia Angelova, Zhivko Angelov:
Risk Factors Extraction from Clinical Texts based on Linked Open Data. RANLP 2019: 161-167 - [c32]Andrey Tagarev, Nikola Tulechki, Svetla Boytcheva:
Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies. RANLP 2019: 1169-1175 - [c31]Boris Velichkov, Ivan Koychev, Svetla Boytcheva:
Deep learning contextual models for prediction of sport event outcome from sportsman's interviews. RANLP 2019: 1240-1246 - 2018
- [c30]Svetla Boytcheva:
Indirect Association Rules Mining in Clinical Texts. AIMSA 2018: 36-47 - [c29]Svetla Boytcheva:
Clinical Text Mining for Context Sequences Identification. CD-MAKE 2018: 223-236 - 2017
- [j2]Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev:
Mining comorbidity patterns using retrospective analysis of big collection of outpatient records. Health Inf. Sci. Syst. 5(1): 3 (2017) - [c28]Svetla Boytcheva, Ivelina Nikolova, Galia Angelova, Zhivko Angelov:
Identification of Risk Factors in Clinical Texts through Association Rules. BiomedicalNLP@RANLP 2017: 64-72 - [c27]Ivajlo Radev, Kiril Ivanov Simov, Galia Angelova, Svetla Boytcheva:
Annotation of Clinical Narratives in Bulgarian language. BiomedicalNLP@RANLP 2017: 81-87 - [c26]Svetla Boytcheva, Ivelina Nikolova, Galia Angelova:
Mining Association Rules from Clinical Narratives. RANLP 2017: 130-138 - [c25]Kiril Ivanov Simov, Svetla Boytcheva, Petya Osenova:
Towards Lexical Chains for Knowledge-Graph-based Word Embeddings. RANLP 2017: 679-685 - [c24]Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev:
Data Mining and Analytics for Exploring Bulgarian Diabetic Register. DAMDID/RCDL (Selected Papers) 2017: 19-33 - [c23]Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev:
Integrating Data Analysis Tools for Better Treatment of Diabetic Patients. DAMDID/RCDL 2017: 230-237 - [c22]Svetla Boytcheva:
Exploring Interval Graphs of Rare Diseases in Retrospective Analysis of Outpatient Records. WDAM 2017: 1-11 - [e2]Svetla Boytcheva, Kevin Bretonnel Cohen, Guergana Savova, Galia Angelova:
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, Bulgaria, September 2017. INCOMA Ltd. 2017 [contents] - [e1]Oleg S. Pianykh, Alexey Neznanov, Sergei O. Kuznetsov, Jaume Baixeries, Svetla Boytcheva:
Workshop on Data Analysis in Medicine, WDAM 2017, Moscow, Russia, May 29, 2017. Kalpa Publications in Computing 6, EasyChair 2017 [contents] - 2016
- [c21]Ivelina Nikolova, Svetla Boytcheva, Galia Angelova, Zhivko Angelov:
Combining Structured and Free Textual Data of Diabetic Patients' Smoking Status. AIMSA 2016: 57-67 - 2014
- [c20]Ivelina Nikolova, Dimitar Tcharaktchiev, Svetla Boytcheva, Zhivko Angelov, Galia Angelova:
Applying Language Technologies on Healthcare Patient Records for Better Treatment of Bulgarian Diabetic Patients. AIMSA 2014: 92-103 - 2013
- [c19]Ivelina Nikolova, Galia Angelova, Dimitar Tcharaktchiev, Svetla Boytcheva:
Medical Archetypes and Information Extraction Templates in Automatic Processing of Clinical Narratives. ICCS 2013: 106-120 - [p1]Galia Angelova, Dimitar Tcharaktchiev, Svetla Boytcheva, Ivelina Nikolova, Hristo Dimitrov, Zhivko Angelov:
From Individual EHR Maintenance to Generalised Findings: Experiments for Application of NLP to Patient-Related Texts. Advances in Intelligent Analysis of Medical Data and Decision Support Systems 2013: 203-212 - 2012
- [c18]Svetla Boytcheva, Galia Angelova:
A Workbench for Temporal Event Information Extraction from Patient Records. AIMSA 2012: 48-58 - [c17]Svetla Boytcheva, Galia Angelova, Ivelina Nikolova:
Automatic Analysis of Patient History Episodes in Bulgarian Hospital Discharge Letters. EACL 2012: 77-81 - 2011
- [c16]Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev, Hristo Dimitrov:
Integrating Patient-Related Entities Using Hospital Information System Data and Automatic Analysis of Free Text. ARES 2011: 89-101 - [c15]Galia Angelova, Svetla Boytcheva, Dimitar Tcharaktchiev:
Towards Structuring Episodes in Patient History. ICCS 2011: 298-303 - [c14]Eliza Stefanova, Svetla Boytcheva:
Modelling a Fuzzy System for Teachers' Training Design. IJCCI (ECTA-FCTA) 2011: 505-508 - [c13]Svetla Boytcheva, Dimitar Tcharaktchiev, Galia Angelova:
Contextualization in Automatic Extraction of Drugs from Hospital Patient Records. MIE 2011: 527-531 - 2010
- [j1]Svetla Boytcheva, Ivelina Nikolova, Elena Paskaleva, Galia Angelova, Dimitar Tcharaktchiev, Nadya Dimitrova:
Obtaining Status Descriptions via Automatic Analysis of Hospital Patient Records. Informatica (Slovenia) 34(3): 269-278 (2010) - [c12]Svetla Boytcheva, Galia Angelova, Ivelina Nikolova, Elena Paskaleva, Dimitar Tcharaktchiev, Nadya Dimitrova:
EVTIMA: A System for IE from Hospital Patient Records in Bulgarian. AIMSA 2010: 231-240
2000 – 2009
- 2009
- [c11]Svetla Boytcheva, Galia Angelova:
Towards Extraction of Conceptual Structures from Electronic Health Records. ICCS 2009: 100-113 - [c10]Svetla Boytcheva, Ivelina Nikolova, Elena Paskaleva, Galia Angelova, Dimitar Tcharaktchiev, Nadya Dimitrova:
Extraction and Exploration of Correlations in Patient Status Data. BiomedicalIE@RANLP 2009: 1-7 - 2003
- [c9]Milena Yankova, Svetla Boytcheva:
Focusing on Scenario Recognition in Infomation Extraction. EACL 2003: 41-48 - [c8]Albena Strupchanska, Milena Yankova, Svetla Boytcheva:
Conceptual Graphs Self-tutoring System. ICCS 2003: 323-336 - [c7]Svetla Boytcheva, Milena Yankova, Albena Strupchanska:
Semantically driven approach for scenario recognition in the IE system FRET. RANLP 2003: 257-266 - 2002
- [c6]Svetla Boytcheva:
ILP Techniques for Free-Text Input Processing. AIMSA 2002: 101-110 - [c5]Galia Angelova, Svetla Boytcheva, Ognian Kalaydjiev, Stefan Trausan-Matu, Preslav Nakov, Albena Strupchanska:
Adaptivity in Web-Based CALL. ECAI 2002: 445-449 - [c4]Svetla Boytcheva, Zdravko Markov:
An Algorithm for Inducing Least Generalization Under Relative Implication. FLAIRS 2002: 322-326 - [c3]Svetla Boytcheva, Albena Strupchanska, Galia Angelova:
Processing Negation in NL Interfaces to Knowledge Bases. ICCS 2002: 137-150 - 2000
- [c2]Svetla Boytcheva:
Least Generalization under Relative Implication. AIMSA 2000: 59-68 - [c1]Svetla Boytcheva, Ognian Kalaydjiev, Ani Nenkova, Galia Angelova:
Integration of Resources and Components in a Knowledge-Based Web-Environment for Terminology Learning. AIMSA 2000: 210-220
Coauthor Index
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last updated on 2024-10-23 20:34 CEST by the dblp team
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