Antoni Rutkowski - Publications - Bridge of Knowledge

Antoni Rutkowski

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Year 2023

Platelet RNA Sequencing Data Through the Lens of Machine Learning
Publication
- S. Cygert
- K. Pastuszak
- F. Górski
- M. Sieczczyński
- P. Juszczyk
- A. Rutkowski
- S. Lewalski
- R. Różański
- M. A. Jopek
- J. Jassem... and 5 others
- Cancers - Year 2023
Liquid biopsies offer minimally invasive diagnosis and monitoring of cancer disease. This biosource is often analyzed using sequencing, which generates highly complex data that can be used using machine learning tools. Nevertheless, validating the clinical applications of such methods is challenging. It requires: (a) using data from many patients; (b) verifying potential bias concerning sample collection; and (c) adding interpretability...

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