Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem. - Sebastian Student; Alicja Pluciennik; Krzysztof Lakomiec; Agata Wilk; Wojciech Bensz; Krzysztof Fujarewicz (ICCSA (5), 2019)

On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy. - Agata Wilk; Marta Gawin; Katarzyna Fratczak; Piotr Widlak; Krzysztof Fujarewicz (PCBBE, 2019)

Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. - Krzysztof Fujarewicz; Agata Wilk; Damian Borys; Andrea D'Amico; Rafal Suwinski; Andrzej Swierniak (ACIIDS (2), 2022)

Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. - Agata Wilk; Damian Borys; Krzysztof Fujarewicz; Andrea D'Amico; Rafal Suwinski; Andrzej Swierniak (ACIIDS (2), 2022)

Finding the Time-Dependent Virus Transmission Intensity via Gradient Method and Adjoint Sensitivity Analysis. - Krzysztof Lakomiec; Agata Wilk; Krzysztof Psiuk-Maksymowicz; Krzysztof Fujarewicz (ITIB, 2022)

System Modeling and Machine Learning in Prediction of Metastases in Lung Cancer. - Andrzej Swierniak; Emilia Kozlowska; Krzysztof Fujarewicz; Damian Borys; Agata Wilk; Jaroslaw Smieja; Rafal Suwinski (BIOINFORMATICS, 2023)

Assessing the Prognosis of Patients with Metastatic or Recurrent Non-small Cell Lung Cancer in the Era of Immunotherapy and Targeted Therapy. - Seweryn Galecki; Marzena Kysiak; Emilia Kozlowska; Agata Malgorzata Wilk; Rafal Suwinski; Andrzej Swierniak (PCBBE, 2023)

Predicting the Risk of Metastatic Dissemination in Non-small Cell Lung Cancer Using Clinical and Genetic Data. - Emilia Kozlowska; Agata Malgorzata Wilk; Dorota Butkiewicz; Malgorzata Krzesniak; Agnieszka Gdowicz-Klosok; Monika Giglok; Rafal Suwinski; Andrzej Swierniak (PCBBE, 2023)

Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest. - Agata Malgorzata Wilk; Emilia Kozlowska; Damian Borys; Andrea D'Amico; Izabela Gorczewska; Iwona Debosz-Suwinska; Seweryn Galecki; Krzysztof Fujarewicz; Rafal Suwinski; Andrzej Swierniak (PCBBE, 2023)

Towards the use of multiple ROIs for radiomics-based survival modelling: Finding a strategy of aggregating lesions. - Agata Malgorzata Wilk; Andrzej Swierniak; Andrea D'Amico; Rafal Suwinski; Krzysztof Fujarewicz; Damian Borys (Comput. Methods Programs Biomed., 2025)