SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions. - Mariia Chizhikova; Jaime Collado-Montañez; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (CLEF (Working Notes), 2022)

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish. - Mariia Chizhikova; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (SMM4H@COLING, 2022)

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques. - Mariia Chizhikova; Jaime Collado-Montañez; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (IberLEF@SEPLN, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (Database J. Biol. Databases Curation, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj Dogan; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (CoRR, 2022)

SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model. - Mariia Chizhikova; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (BioNLP@ACL, 2023)

Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization. - Mariia Chizhikova; Jaime Collado-Montañez; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (CLEF (Working Notes), 2023)

SINAI@MEDDOPLACE: Detecting, Normalizing, and Classifying Places and Related Information in Spanish Medical Texts. - Mariia Chizhikova; Jaime Collado-Montañez; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (IberLEF@SEPLN, 2023)

Automatic Segmentation of Clinical Narratives in Sections with Pre-Trained Clinical Transformer Models. - Mariia Chizhikova; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (IberLEF@SEPLN, 2023)

CARES: A Corpus for classification of Spanish Radiological reports. - Mariia Chizhikova; Pilar López-Úbeda; Jaime Collado-Montañez; Teodoro Martín-Noguerol; Manuel Carlos Díaz-Galiano; Antonio Luna; Luis Alfonso Ureña López; María Teresa Martín Valdivia (Comput. Biol. Medicine, 2023)

SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation. - Mariia Chizhikova; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (BioNLP@ACL, 2024)

Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models. - Jaime Collado-Montañez; Pilar López-Úbeda; Mariia Chizhikova; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; Teodoro Martín-Noguerol; Antonio Luna; María Teresa Martín Valdivia (Medical Biol. Eng. Comput., 2024)

Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models. - Mariia Chizhikova; Pilar López-Úbeda; Teodoro Martín-Noguerol; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; Antonio Luna; María Teresa Martín Valdivia (Comput. Methods Programs Biomed., 2025)