| Does imputation matter? Benchmark for predictive models K Woźnica, P Biecek arXiv preprint arXiv:2007.02837, 2020 | 16 | 2020 |
| Merkel cell carcinoma of unknown primary: immunohistochemical and molecular analyses reveal distinct UV-signature/MCPyV-negative and high immunogenicity/MCPyV-positive profiles P Donizy, JP Wróblewska, D Dias-Santagata, K Woznica, P Biecek, ... Cancers 13 (7), 1621, 2021 | 15 | 2021 |
| The impact of left lower paratracheal (4L) lymph node dissection on survival in patients with surgically treated left-sided NSCLC GM Gryszko, MM Cackowski, M Zbytniewski, K Woźnica, TM Orłowski, ... European Journal of Cardio-Thoracic Surgery 60 (5), 1201-1209, 2021 | 9 | 2021 |
| Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure K Pekala, K Woznica, P Biecek arXiv preprint arXiv:2104.03403, 2021 | 9 | 2021 |
| Interpretable meta-score for model performance A Gosiewska, K Woźnica, P Biecek Nature Machine Intelligence 4 (9), 792-800, 2022 | 7 | 2022 |
| Outcomes of the two generations of bioresorbable scaffolds (Magmaris vs. Absorb) in acute coronary syndrome in routine clinical practice P Rola, A Włodarczak, M Łanocha, M Barycki, M Szudrowicz, JJ Kulczycki, ... Cardiology Journal, 2022 | 7 | 2022 |
| Towards explainable meta-learning K Woźnica, P Biecek Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 7* | 2021 |
| The influence of the number of lymph nodes removed on the accuracy of a newly proposed N descriptor classification in patients with surgically-treated lung cancer DA Dziedzic, MM Cackowski, M Zbytniewski, GM Gryszko, K Woźnica, ... Surgical Oncology 37, 101514, 2021 | 7 | 2021 |
| Magnesium Bioresorbable Scaffold (BRS) Magmaris vs Biodegradable Polymer DES Ultimaster in NSTE-ACS Population—12-Month Clinical Outcome P Rola, A Włodarczak, S Włodarczak, M Barycki, M Szudrowicz, ... Journal of Interventional Cardiology 2022, 2022 | 5 | 2022 |
| The clinico-pathological characteristics of surgically treated young women with NSCLC A Trojnar, J Domagała-Kulawik, A Sienkiewicz-Ulita, M Zbytniewski, ... Translational Lung Cancer Research 11 (12), 2382, 2022 | 5 | 2022 |
| Consolidated learning: a domain-specific model-free optimization strategy with validation on metaMIMIC benchmarks K Woźnica, M Grzyb, Z Trafas, P Biecek Machine Learning, 1-25, 2023 | 4* | 2023 |
| Solitary Extramedullary Plasmacytoma of the Larynx and Secondary Laryngeal Involvement in Plasma Cell Myeloma: Single-Centre Retrospective Analysis and Systematic Literature Review E Szczepanek, J Drozd-Sokołowska, J Sokołowski, A Rzepakowska, ... Journal of Clinical Medicine 11 (15), 4390, 2022 | 4 | 2022 |
| The absence of lymph nodes removed (pNx status) impacts survival in patients with lung cancer treated surgically MM Cackowski, GM Gryszko, M Zbytniewski, M Dziedzic, K Woźnica, ... Surgical Oncology 48, 101941, 2023 | 2 | 2023 |
| Effect of 3A lymph node resection on survival in patients with right-sided NSCLC: a retrospective, multicentre, propensity-score matching study MM Cackowski, M Zbytniewski, GM Gryszko, M Dziedzic, K Woźnica, ... Journal of Thoracic Disease 14 (9), 3265, 2022 | 2 | 2022 |
| The effectiveness of surgical treatment of lung cancer in Polish academic and nonacademic centers M Zbytniewski, GM Gryszko, MM Cackowski, AW Sienkiewicz-Ulita, ... Translational Lung Cancer Research 12 (8), 1717, 2023 | 1 | 2023 |
| SeFNet: Bridging Tabular Datasets with Semantic Feature Nets K Woźnica, P Wilczyński, P Biecek arXiv preprint arXiv:2306.11636, 2023 | 1 | 2023 |
| Sex differences in clinico-pathologic characteristics and long-term survival among 17,192 surgically treated NSCLC patients: Nationwide population-based propensity score … A Trojnar, J Domagała-Kulawik, A Sienkiewicz-Ulita, M Zbytniewski, ... Surgical Oncology 45, 101873, 2022 | 1 | 2022 |
| Do not explain without context: addressing the blind spot of model explanations K Woźnica, K Pękala, H Baniecki, W Kretowicz, E Sienkiewicz, P Biecek arXiv preprint arXiv:2105.13787, 2021 | 1 | 2021 |
| Does imputation matter? Benchmark for real-life classification problems. K Woźnica, P Biecek ICML Workshop on the Art of Learning with Missing Values (Artemiss), 2020 | 1 | 2020 |
| Predicting acute kidney injury onset using a random forest algorithm using electronic medical records of COVID-19 patients: the CRACoV-AKI model. K Krzanowska, K Batko, K Niezabitowska, K Woźnica, T Grodzicki, ... Polish Archives of Internal Medicine, 16697-16697, 2024 | | 2024 |
Przemyslaw BiecekWarsaw University of TechnologyVerified email at mimuw.edu.pl
