Platelet-Based Liquid Biopsies through the Lens of Machine Learning

Autor: Sebastian Cygert, Krzysztof Pastuszak, Franciszek Górski, Michał Sieczczyński, Piotr Juszczyk, Antoni Rutkowski, Sebastian Lewalski, Robert Różański, Maksym Albin Jopek, Jacek Jassem, Andrzej Czyżewski, Thomas Wurdinger, Myron G. Best, Anna J. Żaczek, Anna Supernat

Publikováno v: Cygert, S, Pastuszak, K, Górski, F, Sieczczyński, M, Juszczyk, P, Rutkowski, A, Lewalski, S, Różański, R, Jopek, M A, Jassem, J, Czyżewski, A, Wurdinger, T, Best, M G, Żaczek, A J & Supernat, A 2023, ' Platelet-Based Liquid Biopsies through the Lens of Machine Learning ', Cancers, vol. 15, no. 8, 2336 . https://doi.org/10.3390/cancers15082336
Cancers; Volume 15; Issue 8; Pages: 2336
Cancers, 15(8):2336. Multidisciplinary Digital Publishing Institute (MDPI)

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 cl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::192c135935c0b3a4d97ce00b032c5100
https://doi.org/10.3390/cancers15082336

Towards Cancer Patients Classification Using Liquid Biopsy

Autor: Krzysztof Pastuszak, Franciszek Górski, Piotr Juszczyk, Anna Supernat, Sebastian Cygert, Andrzej Czyzewski, Sebastian Lewalski

Publikováno v: Predictive Intelligence in Medicine ISBN: 9783030876012
PRIME@MICCAI

Liquid biopsy is a useful, minimally invasive diagnostic and monitoring tool for cancer disease. Yet, developing accurate methods, given the potentially large number of input features, and usually small datasets size remains very challenging.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::06d491f295bc46b268a73f250bae630b
https://doi.org/10.1007/978-3-030-87602-9_21