![Zdjęcie profilowe: inż. Franciszek Górski](/assets/franciszek-gorski,1152368-1/photo.png)
inż. Franciszek Górski
Zatrudnienie
- Informatyk w Katedra Systemów Multimedialnych
- Phd Student w Szkoła Doktorska PG
Kontakt dla biznesu
- Lokalizacja
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Telefon
- +48 58 348 62 62
- biznes@pg.edu.pl
Media społecznościowe
Kontakt
- franciszek.gorski@pg.edu.pl
Wybrane publikacje
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Platelet RNA Sequencing Data Through the Lens of Machine Learning
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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User Authentication by Eye Movement Features Employing SVM and XGBoost Classifiers
Devices capable of tracking the user’s gaze have become significantly more affordable over the past few years, thus broadening their application, including in-home and office computers and various customer service equipment. Although such devices have comparatively low operating frequencies and limited resolution, they are sufficient to supplement or replace classic input interfaces, such as the keyboard and mouse. The biometric...
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Towards Cancer Patients Classification Using Liquid Biopsy
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. Recently, a novel feature parameterization based on the RNA-sequenced platelet data which uses the biological knowledge from the Kyoto Encyclopedia of Genes and Genomes, combined with a classifier...
wyświetlono 486 razy