Mathematical model predicts response to chemotherapy in advanced non-resectable non-small cell lung cancer patients treated with platinum-based doublet. - Emilia Kozlowska; Rafal Suwinski; Monika Giglok; Andrzej Swierniak; Marek Kimmel (PLoS Comput. Biol., 2020)

Predicting Metastasis-Free Survival Using Clinical Data in Non-small Cell Lung Cancer. - Emilia Kozlowska; Monika Giglok; Iwona Debosz-Suwinska; Rafal Suwinski; Andrzej Swierniak (ACIIDS (Companion), 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)