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Publications

Each day our team contributes to the world of discovery and science. It is a vast database of expertise that has a tremendous impact on the world of biotechnology, personalised medicine, genome discovery and cancer treatment.

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1134P Personalized medicine in advanced breast cancer: AI-driven genomic test for CDK4/6 treatment response prediction

P. Zawadzki, A. Wozna, P. Sztromwasser, W. Majer-Burman, R. Stepien, K. Pacewicz, D. Sielski, M. Gniot M. Wojtaszewska, M. Dabrowski, M. Piernik

DOI

https://doi.org/10.1016/j.annonc.2021.08.776

WGS

Structural Variants

Machine Learning

Biomarkers

Journal

1209P A new, whole-genome-based PARPi profiler (_ALICE) demonstrates unprecedented efficiency in patient selection for PARPi therapy

P. Zawadzki, A. Piotrowska, M. Wojtaszewska, P. Sztromwasser

DOI

https://doi.org/10.1016/j.annonc.2020.08.103

Journal

A study on using data clustering for feature extraction to improve the quality of classification

M. Piernik & T. Morzy

DOI

https://doi.org/10.1007/s10115-021-01572-6

Data Clusstering

Machine Learning

classification methods

Journal

The impact of data difficulty factors on classification of imbalanced and concept drifting data streams

D. Brzezinski, L.L. Minku, T. Pewinski, J. Stefanowski & A. Szumaczuk

DOI

https://doi.org/10.1007/s10115-021-01560-w

Machine Learning

data analysis

classification methods