Mariia Chizhikova

Orcid: 0000-0002-0302-912X

According to our database1, Mariia Chizhikova authored at least 13 papers between 2022 and 2025.

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

Timeline

2022
2023
2024
2025
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

On csauthors.net:

Bibliography

2025
Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models.
Comput. Methods Programs Biomed., 2025

2024
Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.
Medical Biol. Eng. Comput., November, 2024

SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023
CARES: A Corpus for classification of Spanish Radiological reports.
Comput. Biol. Medicine, March, 2023

Automatic Segmentation of Clinical Narratives in Sections with Pre-Trained Clinical Transformer Models.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

SINAI@MEDDOPLACE: Detecting, Normalizing, and Classifying Places and Related Information in Spanish Medical Texts.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
CoRR, 2022

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
Database J. Biol. Databases Curation, 2022

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022


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