Svetla Boytcheva

Bulgarian Academy of Sciences — BG

Biochemistry, Genetics and Molecular Biology · Life Sciences

10h-index477citations95works2.52yr avg
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Research Topics

Biomedical Text Mining and Ontologies(44), Natural Language Processing Techniques(33), Topic Modeling(26), Semantic Web and Ontologies(22), Data Mining Algorithms and Applications(9)

Publications95 total

Deliverable 3.6: FAIRification of participating data resources
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Deliverable 3.6: FAIRification of participating data resources
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation
Journal of Biomedical Informatics·2025· 3 citedOpen Access
Using LLMs for Multilingual Clinical Entity Linking to ICD-10
arXiv (Cornell University)·2025Open Access
Automatic labels are as effective as manual labels in digital pathology images classification with deep learning
Journal of Pathology Informatics·2025Open Access
3356 a personal health knowledge graph for clinical data harmonization in breast cancer radiotherapy patients
Radiotherapy and Oncology·2025
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning
Medical Image Analysis·2024· 14 citedOpen Access
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning
arXiv (Cornell University)·2024Open Access
SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning
2024· 6 citedOpen Access
Transformer-based approach for symptom recognition and multilingual linking
Database·2024· 2 citedOpen Access
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation
2023· 1 citedOpen Access
Clinical Text Classification to SNOMED CT Codes using Transformers Trained on Linked Open Medical Ontologies
2023· 5 citedOpen Access
Deep Dive Data and Knowledge
Cognitive technologies·2023Open Access
Modelling digital health data: The ExaMode ontology for computational pathology
Journal of Pathology Informatics·2023· 3 citedOpen Access
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations
npj Digital Medicine·2022· 63 citedOpen Access
D2.1 - Data Models & Representations
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
D2.2 – Data Services
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Empowering digital pathology applications through explainable knowledge extraction tools
Journal of Pathology Informatics·2022· 16 citedOpen Access
Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian
Lecture notes in networks and systems·2022
Shader Injection for Instanced 3D Models
2021 International Conference Automatics and Informatics (ICAI)·2021
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Frequent Co-authors

Galia Angelova(22), Dimitar Tcharaktchiev(12), Zhivko Angelov(10), Ivelina Nikolova(8), Ivan Koychev(5), Niccolò Marini(4), Stefano Marchesin(4), Filippo Fraggetta(4), Francesco Ciompi(4), Gianmaria Silvello(4), Henning Müller(4), Manfredo Atzori(4), Pavel Boytchev(4), Todor Primov(4), Boris Velichkov(4), Albena Strupchanska(4), Simona Vatrano(3), Milena Yankova(3), Sylvia Vassileva(3), Nikola Tulechki(3)