Svetla Boytcheva

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 37

Top Topics

Diabetic Patients

Association Rules

Data Analysis Tools

Top Venues

CLEF (Working Notes)

Publications

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 (2024)
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)
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)
Anna Aksenova, Tsvetan Asamov, Petar Ivanov, Svetla Boytcheva
Improving Biomedical Question Answering with Sentence-based Ranking at BioASQ-11b. CLEF (Working Notes) (2023)
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)
Petar Ivanov, Anna Aksenova, Tsvetan Asamov, Svetla Boytcheva
Leveraging Biomedical Ontologies for Clinical Procedures Recognition in Spanish at BioASQ MedProcNER. CLEF (Working Notes) (2023)
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)
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)
Elena Tuparova, Andrey Tagarev, Nikola Tulechki, Svetla Boytcheva
Analyzing the Evolution of Disinformation Content on Facebook - a Pilot Study. ERIS (2022)
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)
Sylvia Vassileva, Svetla Boytcheva, Ivan Koychev
Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno. ISGT (2022)
Pavel Boytchev, Svetla Boytcheva
Visual Educational Simulator of Pandemic: Work in Progress. ICIST (2021)
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)
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)
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)
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)
Pavel Boytchev, Svetla Boytcheva
Gamified Evaluation in Game-Based Learning. ICIST (2020)
Pavel Boytchev, Svetla Boytcheva
Gamified Evaluation in STEAM for Higher Education: A Case Study. Inf. 11 (6) (2020)
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)
Pavel Boytchev, Svetla Boytcheva
Gamified Evaluation in STEAM. ICIST (2019)
Svetla Boytcheva, Andrey Tagarev
Company Investment Recommendation Based on Data Mining Techniques. BIS (Workshops) (2019)
Pavel Boytchev, Svetla Boytcheva
Innovative eLearning Technologies in the Open Education Era. CompSysTech (2019)
Boris Velichkov, Ivan Koychev, Svetla Boytcheva
Deep learning contextual models for prediction of sport event outcome from sportsman's interviews. RANLP (2019)
Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev, Vlayko Vodenicharov
Enrichment of EHR with Linked Open Data for Risk Factors Identification. CompSysTech (2019)
Andrey Tagarev, Nikola Tulechki, Svetla Boytcheva
Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies. RANLP (2019)
Svetla Boytcheva, Galia Angelova, Zhivko Angelov
Risk Factors Extraction from Clinical Texts based on Linked Open Data. RANLP (2019)
Svetla Boytcheva
Indirect Association Rules Mining in Clinical Texts. AIMSA (2018)
Svetla Boytcheva
Clinical Text Mining for Context Sequences Identification. CD-MAKE (2018)
Svetla Boytcheva
Exploring Interval Graphs of Rare Diseases in Retrospective Analysis of Outpatient Records. WDAM (2017)
Kiril Ivanov Simov, Svetla Boytcheva, Petya Osenova
Towards Lexical Chains for Knowledge-Graph-based Word Embeddings. RANLP (2017)
Svetla Boytcheva, Ivelina Nikolova, Galia Angelova, Zhivko Angelov
Identification of Risk Factors in Clinical Texts through Association Rules. BiomedicalNLP@RANLP (2017)
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) (2017)
Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev
Integrating Data Analysis Tools for Better Treatment of Diabetic Patients. DAMDID/RCDL (2017)
Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev
Data Mining and Analytics for Exploring Bulgarian Diabetic Register. DAMDID/RCDL (Selected Papers) (2017)
Ivajlo Radev, Kiril Ivanov Simov, Galia Angelova, Svetla Boytcheva
Annotation of Clinical Narratives in Bulgarian language. BiomedicalNLP@RANLP (2017)
Svetla Boytcheva, Ivelina Nikolova, Galia Angelova
Mining Association Rules from Clinical Narratives. RANLP (2017)
Ivelina Nikolova, Svetla Boytcheva, Galia Angelova, Zhivko Angelov
Combining Structured and Free Textual Data of Diabetic Patients' Smoking Status. AIMSA (2016)
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)
Ivelina Nikolova, Galia Angelova, Dimitar Tcharaktchiev, Svetla Boytcheva
Medical Archetypes and Information Extraction Templates in Automatic Processing of Clinical Narratives. ICCS (2013)
Svetla Boytcheva, Galia Angelova
A Workbench for Temporal Event Information Extraction from Patient Records. AIMSA (2012)
Svetla Boytcheva, Galia Angelova, Ivelina Nikolova
Automatic Analysis of Patient History Episodes in Bulgarian Hospital Discharge Letters. EACL (2012)
Eliza Stefanova, Svetla Boytcheva
Modelling a Fuzzy System for Teachers' Training Design. IJCCI (ECTA-FCTA) (2011)
Galia Angelova, Svetla Boytcheva, Dimitar Tcharaktchiev
Towards Structuring Episodes in Patient History. ICCS (2011)
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)
Svetla Boytcheva, Dimitar Tcharaktchiev, Galia Angelova
Contextualization in Automatic Extraction of Drugs from Hospital Patient Records. MIE (2011)
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)
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) (2010)
Svetla Boytcheva, Galia Angelova
Towards Extraction of Conceptual Structures from Electronic Health Records. ICCS (2009)
Svetla Boytcheva, Ivelina Nikolova, Elena Paskaleva, Galia Angelova, Dimitar Tcharaktchiev, Nadya Dimitrova
Extraction and Exploration of Correlations in Patient Status Data. BiomedicalIE@RANLP (2009)
Svetla Boytcheva, Milena Yankova, Albena Strupchanska
Semantically driven approach for scenario recognition in the IE system FRET. RANLP (2003)
Milena Yankova, Svetla Boytcheva
Focusing on Scenario Recognition in Infomation Extraction. EACL (2003)
Albena Strupchanska, Milena Yankova, Svetla Boytcheva
Conceptual Graphs Self-tutoring System. ICCS (2003)
Svetla Boytcheva, Zdravko Markov
An Algorithm for Inducing Least Generalization Under Relative Implication. FLAIRS Conference (2002)
Svetla Boytcheva, Albena Strupchanska, Galia Angelova
Processing Negation in NL Interfaces to Knowledge Bases. ICCS (2002)
Svetla Boytcheva
ILP Techniques for Free-Text Input Processing. AIMSA (2002)
Galia Angelova, Svetla Boytcheva, Ognian Kalaydjiev, Stefan Trausan-Matu, Preslav Nakov, Albena Strupchanska
Adaptivity in Web-Based CALL. ECAI (2002)
Svetla Boytcheva, Ognian Kalaydjiev, Ani Nenkova, Galia Angelova
Integration of Resources and Components in a Knowledge-Based Web-Environment for Terminology Learning. AIMSA (2000)
Svetla Boytcheva
Least Generalization under Relative Implication. AIMSA (2000)