Svetla Boytcheva

Orcid: 0000-0002-5542-9168

According to our database1, Svetla Boytcheva authored at least 62 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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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

Improving Biomedical Question Answering with Sentence-based Ranking at BioASQ-11b.
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

Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno.
Proceedings of the Information Systems and Grid Technologies, Sofia, Bulgaria, May 27, 2022

Analyzing the Evolution of Disinformation Content on Facebook - a Pilot Study.
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

Visual Educational Simulator of Pandemic: Work in Progress.
Proceedings of the Information and Software Technologies - 27th International Conference, 2021

2020
Gamified Evaluation in STEAM for Higher Education: A Case Study.
Inf., 2020

Gamified Evaluation in Game-Based Learning.
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

Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian.
Proceedings of the Contemporary Methods in Bioinformatics and Biomedicine and Their Applications, 2020

AI-driven Approach for Automatic Synthetic Patient Status Corpus Generation.
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

Risk Factors Extraction from Clinical Texts based on Linked Open Data.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Gamified Evaluation in STEAM.
Proceedings of the Information and Software Technologies - 25th International Conference, 2019

Enrichment of EHR with Linked Open Data for Risk Factors Identification.
Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019

Innovative eLearning Technologies in the Open Education Era.
Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019

Company Investment Recommendation Based on Data Mining Techniques.
Proceedings of the Business Information Systems Workshops, 2019

2018
Clinical Text Mining for Context Sequences Identification.
Proceedings of the Machine Learning and Knowledge Extraction, 2018

Indirect Association Rules Mining in Clinical Texts.
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

Integrating Data Analysis Tools for Better Treatment of Diabetic Patients.
Proceedings of the Selected Papers of the XIX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2017), 2017

Data Mining and Analytics for Exploring Bulgarian Diabetic Register.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2017

Towards Lexical Chains for Knowledge-Graph-based Word Embeddings.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Annotation of Clinical Narratives in Bulgarian language.
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, 2017

Identification of Risk Factors in Clinical Texts through Association Rules.
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, 2017

Mining Association Rules from Clinical Narratives.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

2016
Combining Structured and Free Textual Data of Diabetic Patients' Smoking Status.
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

A Workbench for Temporal Event Information Extraction from Patient Records.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012

2011
Contextualization in Automatic Extraction of Drugs from Hospital Patient Records.
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

Towards Structuring Episodes in Patient History.
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
Obtaining Status Descriptions via Automatic Analysis of Hospital Patient Records.
Informatica (Slovenia), 2010

EVTIMA: A System for IE from Hospital Patient Records in Bulgarian.
Proceedings of the Artificial Intelligence: Methodology, 2010

2009
Extraction and Exploration of Correlations in Patient Status Data.
Proceedings of the Workshop on Biomedical Information Extraction@RANLP 2009, Borovets, 2009

Towards Extraction of Conceptual Structures from Electronic Health Records.
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

Conceptual Graphs Self-tutoring System.
Proceedings of the Conceptual Structures for Knowledge Creation and Communication, 2003

Focusing on Scenario Recognition in Infomation Extraction.
Proceedings of the EACL 2003, 2003

2002
Processing Negation in NL Interfaces to Knowledge Bases.
Proceedings of the Conceptual Structures: Integration and Interfaces, 2002

An Algorithm for Inducing Least Generalization Under Relative Implication.
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

ILP Techniques for Free-Text Input Processing.
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

Least Generalization under Relative Implication.
Proceedings of the Artificial Intelligence: Methodology, 2000


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