| Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors J Nalepa, PR Lorenzo, M Marcinkiewicz, B Bobek-Billewicz, ... Artificial intelligence in medicine 102, 101769, 2020 | 69 | 2020 |
| Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre-and post-operative glioblastoma patients J Nalepa, K Kotowski, B Machura, S Adamski, O Bozek, B Eksner, ... Computers in biology and medicine 154, 106603, 2023 | 26 | 2023 |
| Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features K Kotowski, D Kucharski, B Machura, S Adamski, BG Becker, A Krason, ... Computers in biology and medicine 152, 106378, 2023 | 17 | 2023 |
| Coupling nnU-nets with expert knowledge for accurate brain tumor segmentation from MRI K Kotowski, S Adamski, B Machura, L Zarudzki, J Nalepa International MICCAI Brainlesion Workshop, 197-209, 2021 | 15 | 2021 |
| Metrological analysis of microsoft kinect in the context of object localization A Skalski, B Machura Metrology and Measurement Systems 22 (4), 469-478, 2015 | 13 | 2015 |
| Segmenting brain tumors from MRI using cascaded 3D U-nets K Kotowski, S Adamski, W Malara, B Machura, L Zarudzki, J Nalepa Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 10 | 2021 |
| P4357 Implementation of interactive mixed reality display of three-dimensional echocardiography during percutaneous structural interventions JD Kasprzak, M Kierepka, JZ Peruga, D Dudek, B Machura, M Stanuch, ... European Heart Journal 40 (Supplement_1), ehz745. 0764, 2019 | 4 | 2019 |
| Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies B Machura, D Kucharski, O Bozek, B Eksner, B Kokoszka, T Pekala, ... Computerized Medical Imaging and Graphics 116, 102401, 2024 | 3 | 2024 |
| Robustifying Automatic Assessment of Brain Tumor Progression from MRI K Kotowski, B Machura, J Nalepa International MICCAI Brainlesion Workshop, 90-101, 2022 | 2 | 2022 |
| Infusing Domain Knowledge into nnU-Nets for Segmenting Brain Tumors in MRI K Kotowski, S Adamski, B Machura, L Zarudzki, J Nalepa International MICCAI Brainlesion Workshop, 186-194, 2022 | 2 | 2022 |
| Implementation of interactive mixed reality display of three-dimensional echocardiography during percutaneous structural interventions JD Kasprzak, M Kierepka, JZ Peruga, D Dudek, B Machura, M Stanuch, ... Eur Heart J 40, 2019 | 1 | 2019 |
| P0696 ADSS: A novel AI-derived metric for quantifying disease severity and extent in ulcerative colitis B Becker, S Fraessle, H Yao, J Luscher, R Girycki, B Machura, J Czornik, ... Journal of Crohn's and Colitis 19 (Supplement_1), i1360-i1361, 2025 | | 2025 |
| Ulcerative Colitis Severity Classification and Localized Extent (UC-SCALE): An Artificial Intelligence Scoring System for a Spatial Assessment of Disease Severity in Ulcerative … B Gutierrez-Becker, S Fraessle, H Yao, J Luscher, R Girycki, B Machura, ... Journal of Crohn's and Colitis 19 (1), jjae187, 2025 | | 2025 |
| Object reconstruction in digital images SG Adamski, F Arcadu, K Kotowski, A Krason, BJ Machura, JR Nalepa, ... US Patent App. 18/443,690, 2024 | | 2024 |
| Automated Hepatocellular Carcinoma Analysis in Multi-phase CT with Deep Learning K Kotowski, B Machura, D Kucharski, B Gutiérrez-Becker, A Krason, ... MICCAI Workshop on Cancer Prevention through Early Detection, 93-103, 2024 | | 2024 |
| The Endoscopic Severity Score Map (ESSM): An Artificial Intelligence scoring system providing accurate, objective and localised measurements of endoscopic disease severity in … BG Becker, S Fraessle, H Yao, J Luscher, R Girycki, B Machura, ... JOURNAL OF CROHNS & COLITIS 18, I373-I374, 2024 | | 2024 |
| Federated Evaluation of nnU-Nets Enhanced with Domain Knowledge for Brain Tumor Segmentation K Kotowski, S Adamski, B Machura, W Malara, L Zarudzki, J Nalepa International MICCAI Brainlesion Workshop, 218-227, 2022 | | 2022 |
| Radiomics: a great potential to impact the future landscape of digital healthcare B Machura | | 2022 |
| Initial Clinical Experience with Mixed Reality Interactive Visualization of Three-Dimensional Echocardiographic Datasets During Percutaneous Interventions PL JD Kasprzak, Mateusz Kierepka, JZ Peruga, Bartosz Machura, Maciej Stanuch ... 30th Annual Scientific Sessions of American Society of Echocardiography …, 2019 | | 2019 |