Least Generalization under Relative Implication. - Svetla Boytcheva (AIMSA, 2000)

Integration of Resources and Components in a Knowledge-Based Web-Environment for Terminology Learning. - Svetla Boytcheva; Ognian Kalaydjiev; Ani Nenkova; Galia Angelova (AIMSA, 2000)

ILP Techniques for Free-Text Input Processing. - Svetla Boytcheva (AIMSA, 2002)

Adaptivity in Web-Based CALL. - Galia Angelova; Svetla Boytcheva; Ognian Kalaydjiev; Stefan Trausan-Matu; Preslav Nakov; Albena Strupchanska (ECAI, 2002)

An Algorithm for Inducing Least Generalization Under Relative Implication. - Svetla Boytcheva; Zdravko Markov (FLAIRS, 2002)

Processing Negation in NL Interfaces to Knowledge Bases. - Svetla Boytcheva; Albena Strupchanska; Galia Angelova (ICCS, 2002)

Focusing on Scenario Recognition in Infomation Extraction. - Milena Yankova; Svetla Boytcheva (EACL, 2003)

Conceptual Graphs Self-tutoring System. - Albena Strupchanska; Milena Yankova; Svetla Boytcheva (ICCS, 2003)

Semantically driven approach for scenario recognition in the IE system FRET. - Svetla Boytcheva; Milena Yankova; Albena Strupchanska (RANLP, 2003)

Towards Extraction of Conceptual Structures from Electronic Health Records. - Svetla Boytcheva; Galia Angelova (ICCS, 2009)

Extraction and Exploration of Correlations in Patient Status Data. - Svetla Boytcheva; Ivelina Nikolova; Elena Paskaleva; Galia Angelova; Dimitar Tcharaktchiev; Nadya Dimitrova (BiomedicalIE@RANLP, 2009)

EVTIMA: A System for IE from Hospital Patient Records in Bulgarian. - Svetla Boytcheva; Galia Angelova; Ivelina Nikolova; Elena Paskaleva; Dimitar Tcharaktchiev; Nadya Dimitrova (AIMSA, 2010)

Obtaining Status Descriptions via Automatic Analysis of Hospital Patient Records. - Svetla Boytcheva; Ivelina Nikolova; Elena Paskaleva; Galia Angelova; Dimitar Tcharaktchiev; Nadya Dimitrova (Informatica (Slovenia), 2010)

Integrating Patient-Related Entities Using Hospital Information System Data and Automatic Analysis of Free Text. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov; Dimitar Tcharaktchiev; Hristo Dimitrov (ARES, 2011)

Towards Structuring Episodes in Patient History. - Galia Angelova; Svetla Boytcheva; Dimitar Tcharaktchiev (ICCS, 2011)

Modelling a Fuzzy System for Teachers' Training Design. - Eliza Stefanova; Svetla Boytcheva (IJCCI (ECTA-FCTA), 2011)

Contextualization in Automatic Extraction of Drugs from Hospital Patient Records. - Svetla Boytcheva; Dimitar Tcharaktchiev; Galia Angelova (MIE, 2011)

A Workbench for Temporal Event Information Extraction from Patient Records. - Svetla Boytcheva; Galia Angelova (AIMSA, 2012)

Automatic Analysis of Patient History Episodes in Bulgarian Hospital Discharge Letters. - Svetla Boytcheva; Galia Angelova; Ivelina Nikolova (EACL, 2012)

Medical Archetypes and Information Extraction Templates in Automatic Processing of Clinical Narratives. - Ivelina Nikolova; Galia Angelova; Dimitar Tcharaktchiev; Svetla Boytcheva (ICCS, 2013)

From Individual EHR Maintenance to Generalised Findings: Experiments for Application of NLP to Patient-Related Texts. - Galia Angelova; Dimitar Tcharaktchiev; Svetla Boytcheva; Ivelina Nikolova; Hristo Dimitrov; Zhivko Angelov (Advances in Intelligent Analysis of Medical Data and Decision Support Systems, 2013)

Applying Language Technologies on Healthcare Patient Records for Better Treatment of Bulgarian Diabetic Patients. - Ivelina Nikolova; Dimitar Tcharaktchiev; Svetla Boytcheva; Zhivko Angelov; Galia Angelova (AIMSA, 2014)

Combining Structured and Free Textual Data of Diabetic Patients' Smoking Status. - Ivelina Nikolova; Svetla Boytcheva; Galia Angelova; Zhivko Angelov (AIMSA, 2016)

Mining Association Rules from Clinical Narratives. - Svetla Boytcheva; Ivelina Nikolova; Galia Angelova (RANLP, 2017)

Identification of Risk Factors in Clinical Texts through Association Rules. - Svetla Boytcheva; Ivelina Nikolova; Galia Angelova; Zhivko Angelov (BiomedicalNLP@RANLP, 2017)

Annotation of Clinical Narratives in Bulgarian language. - Ivajlo Radev; Kiril Ivanov Simov; Galia Angelova; Svetla Boytcheva (BiomedicalNLP@RANLP, 2017)

Towards Lexical Chains for Knowledge-Graph-based Word Embeddings. - Kiril Ivanov Simov; Svetla Boytcheva; Petya Osenova (RANLP, 2017)

Data Mining and Analytics for Exploring Bulgarian Diabetic Register. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov; Dimitar Tcharaktchiev (DAMDID/RCDL (Selected Papers), 2017)

Integrating Data Analysis Tools for Better Treatment of Diabetic Patients. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov; Dimitar Tcharaktchiev (DAMDID/RCDL, 2017)

Exploring Interval Graphs of Rare Diseases in Retrospective Analysis of Outpatient Records. - Svetla Boytcheva (WDAM, 2017)

Mining comorbidity patterns using retrospective analysis of big collection of outpatient records. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov; Dimitar Tcharaktchiev (Health Inf. Sci. Syst., 2017)

Indirect Association Rules Mining in Clinical Texts. - Svetla Boytcheva (AIMSA, 2018)

Clinical Text Mining for Context Sequences Identification. - Svetla Boytcheva (CD-MAKE, 2018)

Company Investment Recommendation Based on Data Mining Techniques. - Svetla Boytcheva; Andrey Tagarev (BIS (Workshops), 2019)

Innovative eLearning Technologies in the Open Education Era. - Pavel Boytchev; Svetla Boytcheva (CompSysTech, 2019)

Enrichment of EHR with Linked Open Data for Risk Factors Identification. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov; Dimitar Tcharaktchiev; Vlayko Vodenicharov (CompSysTech, 2019)

Gamified Evaluation in STEAM. - Pavel Boytchev; Svetla Boytcheva (ICIST, 2019)

Risk Factors Extraction from Clinical Texts based on Linked Open Data. - Svetla Boytcheva; Galia Angelova; Zhivko Angelov (RANLP, 2019)

Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies. - Andrey Tagarev; Nikola Tulechki; Svetla Boytcheva (RANLP, 2019)

Deep learning contextual models for prediction of sport event outcome from sportsman's interviews. - Boris Velichkov; Ivan Koychev; Svetla Boytcheva (RANLP, 2019)

AI-driven Approach for Automatic Synthetic Patient Status Corpus Generation. - Boris Velichkov; Kristina Ivanova; Valeri Hristov; Ivan I. Borisov; Alexander Peychev; Ivan Koychev; Svetla Boytcheva (AIVR, 2020)

Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian. - Boris Velichkov; Simeon Gerginov; Panayot Panayotov; Sylvia Vassileva; Gerasim Velchev; Ivan Koychev; Svetla Boytcheva (BioInfoMed, 2020)

Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data. - Svetla Boytcheva; Boris Velichkov; Gerasim Velchev; Ivan Koychev (FedCSIS, 2020)

Gamified Evaluation in Game-Based Learning. - Pavel Boytchev; Svetla Boytcheva (ICIST, 2020)

Gamified Evaluation in STEAM for Higher Education: A Case Study. - Pavel Boytchev; Svetla Boytcheva (Inf., 2020)

Visual Educational Simulator of Pandemic: Work in Progress. - Pavel Boytchev; Svetla Boytcheva (ICIST, 2021)

Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification. - Anton Hristov; Aleksandar Tahchiev; Hristo Papazov; Nikola Tulechki; Todor Primov; Svetla Boytcheva (RANLP, 2021)

Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language. - Boris Velichkov; Sylvia Vassileva; Simeon Gerginov; Boris Kraychev; Ivaylo Ivanov; Philip Ivanov; Ivan Koychev; Svetla Boytcheva (RANLP, 2021)

Analyzing the Evolution of Disinformation Content on Facebook - a Pilot Study. - Elena Tuparova; Andrey Tagarev; Nikola Tulechki; Svetla Boytcheva (ERIS, 2022)

Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno. - Sylvia Vassileva; Svetla Boytcheva; Ivan Koychev (ISGT, 2022)

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. - Niccolò Marini; Stefano Marchesin 001; Sebastian Otálora; Marek Wodzinski; Alessandro Caputo; Mart van Rijthoven; Witali Aswolinskiy; John-Melle Bokhorst; Damian Podareanu; Edyta Petters; Svetla Boytcheva; Genziana Buttafuoco; et al. (npj Digit. Medicine, 2022)

Improving Biomedical Question Answering with Sentence-based Ranking at BioASQ-11b. - Anna Aksenova; Tsvetan Asamov; Petar Ivanov; Svetla Boytcheva (CLEF (Working Notes), 2023)

Maximum Likelihood Estimation with Deep Learning for Multiple Sclerosis Progression Prediction. - Tsvetan Asamov; Petar Ivanov; Anna Aksenova; Dimitar Taskov; Svetla Boytcheva (CLEF (Working Notes), 2023)

Leveraging Biomedical Ontologies for Clinical Procedures Recognition in Spanish at BioASQ MedProcNER. - Petar Ivanov; Anna Aksenova; Tsvetan Asamov; Svetla Boytcheva (CLEF (Working Notes), 2023)

Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text. - Sylvia Vassileva; Georgi Grazhdanski; Svetla Boytcheva; Ivan Koychev (CLEF (Working Notes), 2023)

Clinical Text Classification to SNOMED CT Codes Using Transformers Trained on Linked Open Medical Ontologies. - Anton Hristov; Petar Ivanov; Anna Aksenova; Tsvetan Asamov; Pavlin Gyurov; Todor Primov; Svetla Boytcheva (RANLP, 2023)

FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation. - Sylvia Vassileva; Georgi Grazhdanski; Svetla Boytcheva; Ivan Koychev (SemEval@ACL, 2023)

Deep Dive Data and Knowledge. - Martin Kaltenböck; Artem Revenko; Khalid Choukri; Svetla Boytcheva; Christian Lieske; Teresa Lynn; German Rigau; Maria Heuschkel; Aritz Farwell; Gareth Jones; Itziar Aldabe; Ainara Estarrona; et al. (European Language Equality, 2023)

Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge. - Anna Aksenova; Aleksis Datseris; Sylvia Vassileva; Svetla Boytcheva (CLEF (Working Notes), 2024)

SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning. - Kristiyan Krumov; Svetla Boytcheva; Ivan Koytchev (SemEval@NAACL, 2024)

Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning. - Niccolò Marini; Stefano Marchesin 001; Lluis Borras Ferris; Simon Püttmann; Marek Wodzinski; Riccardo Fratti; Damian Podareanu; Alessandro Caputo; Svetla Boytcheva; Simona Vatrano; Filippo Fraggetta; Iris Nagtegaal; et al. (CoRR, 2024)

Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning. - Niccolò Marini; Stefano Marchesin 001; Marek Wodzinski; Alessandro Caputo; Damian Podareanu; Bryan Cardenas Guevara; Svetla Boytcheva; Simona Vatrano; Filippo Fraggetta; Francesco Ciompi; Gianmaria Silvello; Henning Müller; et al. (Medical Image Anal., 2024)

Transformer-based approach for symptom recognition and multilingual linking. - Sylvia Vassileva; Georgi Grazhdanski; Ivan Koychev; Svetla Boytcheva (Database J. Biol. Databases Curation, 2024)