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2020 – today
- 2023
[c8]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: 220-227- [c7]Agata Malgorzata Wilk
, Emilia Kozlowska, Damian Borys, Andrea D'Amico, Izabela Gorczewska, Iwona Debosz-Suwinska, Seweryn Galecki, Krzysztof Fujarewicz, Rafal Suwinski, Andrzej Swierniak:
Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest. PCBBE 2023: 163-173 - [c6]Seweryn Galecki, Marzena Kysiak, Emilia Kozlowska, Agata Malgorzata Wilk, Rafal Suwinski, Andrzej Swierniak:
Assessing the Prognosis of Patients with Metastatic or Recurrent Non-small Cell Lung Cancer in the Era of Immunotherapy and Targeted Therapy. PCBBE 2023: 175-186 - [c5]Emilia Kozlowska, Agata Malgorzata Wilk, Dorota Butkiewicz, Malgorzata Krzesniak, Agnieszka Gdowicz-Klosok, Monika Giglok, Rafal Suwinski, Andrzej Swierniak:
Predicting the Risk of Metastatic Dissemination in Non-small Cell Lung Cancer Using Clinical and Genetic Data. PCBBE 2023: 187-197 - 2022
- [c4]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: 40-50 - [c3]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: 64-76 - [c2]Emilia Kozlowska, Monika Giglok, Iwona Debosz-Suwinska, Rafal Suwinski, Andrzej Swierniak:
Predicting Metastasis-Free Survival Using Clinical Data in Non-small Cell Lung Cancer. ACIIDS (Companion) 2022: 227-237 - 2020
- [j1]Emilia Kozlowska, Rafal Suwinski, Monika Giglok, Andrzej Swierniak, Marek Kimmel:
Mathematical model predicts response to chemotherapy in advanced non-resectable non-small cell lung cancer patients treated with platinum-based doublet. PLoS Comput. Biol. 16(10) (2020) - [c1]Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski:
Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization. ACIIDS (1) 2020: 371-379
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