Przemyslaw Biecek
Uniwersytet Warszawski
H-index: 35
Europe-Poland
Top articles of Przemyslaw Biecek
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Predicting acute kidney injury onset using a random forest algorithm using electronic medical records of COVID-19 patients: the CRACoV-AKI model. | Polish Archives of Internal Medicine | Katarzyna Krzanowska Krzysztof Batko Karolina Niezabitowska Katarzyna Woźnica Tomasz Grodzicki | 2024/3/14 |
Global Counterfactual Directions | arXiv preprint arXiv:2404.12488 | Bartlomiej Sobieski Przemysław Biecek | 2024/4/18 |
Exploring the impact of sequence context on errors in SNP genotype calling with Whole Genome Sequencing data using AI-based autoencoder approach | bioRxiv | Krzysztof Kotlarz Magda Mielczarek Przemyslaw Biecek Bernt Guldbrandtsen Joanna Szyda | 2024 |
Exploring local explanations of nonlinear models using animated linear projections | Computational Statistics | Nicholas Spyrison Dianne Cook Przemyslaw Biecek | 2024/1/31 |
Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI | arXiv preprint arXiv:2403.08017 | Vladimir Zaigrajew Hubert Baniecki Lukasz Tulczyjew Agata M Wijata Jakub Nalepa | 2024/3/12 |
CNN-based explanation ensembling for dataset, representation and explanations evaluation | arXiv preprint arXiv:2404.10387 | Weronika Hryniewska-Guzik Luca Longo Przemysław Biecek | 2024/4/16 |
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques | arXiv preprint arXiv:2401.17200 | Weronika Hryniewska-Guzik Bartosz Sawicki Przemysław Biecek | 2024/1/30 |
Explain to Question not to Justify | arXiv preprint arXiv:2402.13914 | Przemyslaw Biecek Wojciech Samek | 2024/2/21 |
A comparative analysis of deep learning models for lung segmentation on X-ray images | Nona Zarima Kahlil Muchtar Akhyar Bintang Maulisa Oktiana Novi Maulina | 2022/6/16 | |
Antibody selection strategies and their impact in predicting clinical malaria based on multi-sera data | BioData Mining | André Fonseca Mikolaj Spytek Przemysław Biecek Clara Cordeiro Nuno Sepúlveda | 2024/1/25 |
Adversarial attacks and defenses in explainable artificial intelligence: A survey | Hubert Baniecki Przemyslaw Biecek | 2024/2/19 | |
Red-Teaming Segment Anything Model | Krzysztof Jankowski Bartlomiej Sobieski Mateusz Kwiatkowski Jakub Szulc Michal Janik | 2024/4/2 | |
An Explainable Deep Learning Classifier of Bovine Mastitis Based on Whole-Genome Sequence Data—Circumventing the p>> n Problem | bioRxiv | K Kotlarz M Mielczarek P Biecek K Wojdak-Maksymiec T Suchocki | 2023/3/24 |
Artificial Intelligence. ECAI 2023 International Workshops: XAI^ 3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30–October 4, 2023 … | Sławomir Nowaczyk Przemysław Biecek Neo Christopher Chung Mauro Vallati Paweł Skruch | 2024/1/20 | |
Underestimation of lung regions on chest X-ray segmentation masks assessed by comparison with total lung volume evaluated on computed tomography | arXiv preprint arXiv:2402.11510 | Przemysław Bombiński Patryk Szatkowski Bartłomiej Sobieski Tymoteusz Kwieciński Szymon Płotka | 2024/2/18 |
Interpretable Machine Learning for Survival Analysis | Sophie Hanna Langbein Mateusz Krzyziński Mikołaj Spytek Hubert Baniecki Przemysław Biecek | 2024/3/15 | |
Resistance Against Manipulative AI: key factors and possible actions | arXiv preprint arXiv:2404.14230 | Piotr Wilczyński Wiktoria Mieleszczenko-Kowszewicz Przemysław Biecek | 2024/4/22 |
Deep spatial context: when attention-based models meet spatial regression | arXiv preprint arXiv:2401.10044 | Paulina Tomaszewska Elżbieta Sienkiewicz Mai P Hoang Przemysław Biecek | 2024/1/18 |
Protect our environment from information overload | Nature Human Behaviour | Janusz A Hołyst Philipp Mayr Michael Thelwall Ingo Frommholz Shlomo Havlin | 2024/2/7 |
Prognostic Role of Concomitant BAP1 and PRAME Expression in Uveal Melanomas | Piotr Donizy Krzysztof W Kotowski Anna Markiewicz Mateusz Krzyzinski Przemyslaw Biecek | 2023 |
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