Multi-omics disease module detection with an explainable Greedy Decision Forest
Pfeifer, Bastian, Baniecki, Hubert, Saranti, Anna, Biecek, Przemyslaw, Holzinger, Andreas
Published in Scientific reports (07.10.2022)
Published in Scientific reports (07.10.2022)
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Journal Article
The grammar of interactive explanatory model analysis
Baniecki, Hubert, Parzych, Dariusz, Biecek, Przemyslaw
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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Journal Article
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Krzyziński, Mateusz, Spytek, Mikołaj, Baniecki, Hubert, Biecek, Przemysław
Published in Knowledge-based systems (28.02.2023)
Published in Knowledge-based systems (28.02.2023)
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Journal Article
Increasing phosphorus loss despite widespread concentration decline in US rivers
Zhi, Wei, Baniecki, Hubert, Liu, Jiangtao, Boyer, Elizabeth, Shen, Chaopeng, Shenk, Gary, Liu, Xiaofeng, Li, Li
Published in Proceedings of the National Academy of Sciences - PNAS (26.11.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (26.11.2024)
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Journal Article
Performance Is Not Enough: The Story Told by a Rashomon Quartet
Biecek, Przemysław, Baniecki, Hubert, Krzyziński, Mateusz, Cook, Dianne
Published in Journal of computational and graphical statistics (02.07.2024)
Published in Journal of computational and graphical statistics (02.07.2024)
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Journal Article
A Signature of 14 Long Non-Coding RNAs (lncRNAs) as a Step towards Precision Diagnosis for NSCLC
Sulewska, Anetta, Niklinski, Jacek, Charkiewicz, Radoslaw, Karabowicz, Piotr, Biecek, Przemyslaw, Baniecki, Hubert, Kowalczuk, Oksana, Kozlowski, Miroslaw, Modzelewska, Patrycja, Majewski, Piotr, Tryniszewska, Elzbieta, Reszec, Joanna, Dzieciol-Anikiej, Zofia, Piwkowski, Cezary, Gryczka, Robert, Ramlau, Rodryg
Published in Cancers (16.01.2022)
Published in Cancers (16.01.2022)
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Journal Article
Quantitative analysis of RT-PCR test results for SARS-CoV-2 diagnostics across Poland during COVID-19 pandemic: Comparison between early stage and major pandemic waves in 2020 and 2021 with reference to SARS-CoV-2 variants
Gierczyński, Rafał, Czerw, Aleksandra, Juszczyk, Grzegorz, Charkiewicz, Radosław, Nikliński, Jacek, Majewski, Piotr, Reszeć, Joanna, Piątyszek, Piotr, Baniecki, Hubert, Biecek, Przemysław, Henry, Brandon Michael
Published in Advances in medical sciences (01.09.2022)
Published in Advances in medical sciences (01.09.2022)
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Journal Article
Towards Evaluating Explanations of Vision Transformers for Medical Imaging
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Journal Article
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models
Chrabaszcz, Maciej, Baniecki, Hubert, Komorowski, Piotr, Płotka, Szymon, Biecek, Przemyslaw
Year of Publication 23.07.2024
Year of Publication 23.07.2024
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Journal Article
Efficient and Accurate Explanation Estimation with Distribution Compression
Baniecki, Hubert, Casalicchio, Giuseppe, Bischl, Bernd, Biecek, Przemyslaw
Year of Publication 26.06.2024
Year of Publication 26.06.2024
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Journal Article
On the Robustness of Global Feature Effect Explanations
Baniecki, Hubert, Casalicchio, Giuseppe, Bischl, Bernd, Biecek, Przemyslaw
Year of Publication 13.06.2024
Year of Publication 13.06.2024
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Journal Article
Performance is not enough: the story told by a Rashomon quartet
Biecek, Przemyslaw, Baniecki, Hubert, Krzyzinski, Mateusz, Cook, Dianne
Published in arXiv.org (11.04.2024)
Published in arXiv.org (11.04.2024)
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Journal Article
Interpretable machine learning for time-to-event prediction in medicine and healthcare
Baniecki, Hubert, Sobieski, Bartlomiej, Szatkowski, Patryk, Bombinski, Przemyslaw, Biecek, Przemyslaw
Published in arXiv.org (27.03.2024)
Published in arXiv.org (27.03.2024)
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Journal Article