Agata Wilk

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Multiclass Classification

Mass Spectrometry

Sensitivity Analysis

Top Venues

Publications

Andrzej Swierniak, Emilia Kozlowska, Krzysztof Fujarewicz, Damian Borys, Agata Wilk, Jaroslaw Smieja, Rafal Suwinski
System Modeling and Machine Learning in Prediction of Metastases in Lung Cancer. BIOINFORMATICS (2023)
Krzysztof Lakomiec, Agata Wilk, Krzysztof Psiuk-Maksymowicz, Krzysztof Fujarewicz
Finding the Time-Dependent Virus Transmission Intensity via Gradient Method and Adjoint Sensitivity Analysis. ITIB (2022)
Krzysztof Fujarewicz, Agata Wilk, Damian Borys, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. ACIIDS (2) (2022)
Agata Wilk, Damian Borys, Krzysztof Fujarewicz, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. ACIIDS (2) (2022)
Agata Wilk, Marta Gawin, Katarzyna Fratczak, Piotr Widlak, Krzysztof Fujarewicz
On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy. PCBBE (2019)
Sebastian Student, Alicja Pluciennik, Krzysztof Lakomiec, Agata Wilk, Wojciech Bensz, Krzysztof Fujarewicz
Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem. ICCSA (5) (2019)