Rafal Suwinski

According to our database, Rafal Suwinski authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 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

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 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

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

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

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

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

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Predicting Metastasis-Free Survival Using Clinical Data in Non-small Cell Lung Cancer.

Emilia Kozlowska, Monika Giglok, Iwona Debosz-Suwinska, Rafal Suwinski, Andrzej Swierniak

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

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

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2020

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

Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization.

Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020