Magdalena Wysocka

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Learning Models

Scientific Knowledge

Top Venues

Comput. Linguistics

J. Biomed. Informatics

Publications

Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho, Alex Teodor Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, André Freitas
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery. CoRR (2024)
Oskar Wysocki, Zili Zhou, Paul O'Regan, Deborah Ferreira, Magdalena Wysocka, Dónal Landers, André Freitas
Transformers and the Representation of Biomedical Background Knowledge. Comput. Linguistics 49 (1) (2023)
Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas
A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data. BMC Bioinform. 24 (1) (2023)
Magdalena Wysocka, Oskar Wysocki, Maxime Delmas, Vincent Mutel, André Freitas
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery. CoRR (2023)
Maxime Delmas, Magdalena Wysocka, André Freitas
Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach. CoRR (2023)
Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Manon Pillai, Jennifer Allison, Dónal Landers, Elaine Kilgour, Fiona Thistlethwaite, André Freitas
Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy. J. Biomed. Informatics 142 (2023)
Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas
Biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data. CoRR (2022)
Oskar Wysocki, Zili Zhou, Paul O'Regan, Deborah Ferreira, Magdalena Wysocka, Donal Landers, André Freitas
Transformers and the representation of biomedical background knowledge. CoRR (2022)
Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, André Freitas
Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy. CoRR (2022)