Magdalena Wysocka

According to our database, Magdalena Wysocka authored at least 7 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data.

Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas

BMC Bioinform., December, 2023

Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy.

Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Manon Pillai, Jennifer Allison, Dónal Landers, Elaine Kilgour, Fiona Thistlethwaite, André Freitas

J. Biomed. Informatics, June, 2023

Transformers and the Representation of Biomedical Background Knowledge.

Oskar Wysocki, Zili Zhou, Paul O'Regan, Deborah Ferreira, Magdalena Wysocka, Dónal Landers, André Freitas

Comput. Linguistics, March, 2023

Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach.

Maxime Delmas, Magdalena Wysocka, André Freitas

CoRR, 2023

Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery.

Magdalena Wysocka, Oskar Wysocki, Maxime Delmas, Vincent Mutel, André Freitas

CoRR, 2023

2022

Biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data.

Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas

CoRR, 2022

Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy.

Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, André Freitas

CoRR, 2022