| BabyNet: residual transformer module for birth weight prediction on fetal ultrasound video S Płotka, MK Grzeszczyk, R Brawura-Biskupski-Samaha, P Gutaj, M Lipa, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 20 | 2022 |
| Justifying short-term load forecasts obtained with the use of neural models TA Grzeszczyk, MK Grzeszczyk Energies 15 (5), 1852, 2022 | 13 | 2022 |
| Deep learning for estimation of fetal weight throughout the pregnancy from fetal abdominal ultrasound SS Płotka, MK Grzeszczyk, PI Szenejko, K Żebrowska, ... American journal of obstetrics & gynecology MFM 5 (12), 101182, 2023 | 11 | 2023 |
| Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns A Sitek, J Seliga-Siwecka, S Płotka, MK Grzeszczyk, S Seliga, ... Pediatric research 93 (2), 376-381, 2023 | 11 | 2023 |
| BabyNet++: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery S Płotka, MK Grzeszczyk, R Brawura-Biskupski-Samaha, P Gutaj, M Lipa, ... Computers in Biology and Medicine 167, 107602, 2023 | 7 | 2023 |
| Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation MK Grzeszczyk, S Płotka, A Sitek International Workshop on Statistical Atlases and Computational Models of …, 2022 | 4 | 2022 |
| Cell image augmentation for classification task using GANs on Pap smear dataset J Zak, MK Grzeszczyk, A Pater, L Roszkowiak, K Siemion, A Korzynska Biocybernetics and Biomedical Engineering 42 (3), 995-1011, 2022 | 4 | 2022 |
| Improving the discovery of technological opportunities using patent classification based on explainable neural networks TA Grzeszczyk, MK Grzeszczyk University of Piraeus. International Strategic Management Association, 2021 | 4 | 2021 |
| TabAttention: Learning attention conditionally on tabular data MK Grzeszczyk, S Płotka, B Rebizant, K Kosińska-Kaczyńska, M Lipa, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results K Payette, C Steger, R Licandro, P de Dumast, HB Li, M Barkovich, L Li, ... arXiv preprint arXiv:2402.09463, 2024 | 2 | 2024 |
| Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings? MK Grzeszczyk, A Lisowska, A Sitek, A Lisowska Proceedings of the 25th International Conference on Mobile Human-Computer …, 2023 | 2 | 2023 |
| CogWear: Can we detect cognitive effort with consumer-grade wearables?(version 1.0. 0) MK Grzeszczyk, R Blanco, P Adamczyk, M Kus, S Marek, R Pręcikowski, ... PhysioNet, 2023 | 2 | 2023 |
| Designing Personalised Gamification of mHealth Survey Applications. P Adamczyk, S Marek, R Precikowski, M Kus, MK Grzeszczyk, M Malawski, ... HEALTHINF, 224-231, 2023 | 2 | 2023 |
| Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning MK Grzeszczyk, T Satława, A Lungu, A Swift, A Narracott, R Hose, ... International Conference on Computational Science, 14-27, 2022 | 2 | 2022 |
| Optimization of Machine Learning Process Using Parallel Computing MK Grzeszczyk Advances in Science and Technology. Research Journal 12 (4), 2018 | 2 | 2018 |
| Let Me DeCode You: Decoder Conditioning with Tabular Data T Szczepański, MK Grzeszczyk, S Płotka, A Adamowicz, P Fudalej, ... International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 1 | 2024 |
| Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load MK Grzeszczyk, P Adamczyk, S Marek, R Pręcikowski, M Kuś, MP Lelujko, ... AMIA Annual Symposium Proceedings 2023, 389, 2024 | 1 | 2024 |
| Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge F Bolelli, L Lumetti, S Vinayahalingam, M Di Bartolomeo, A Pellacani, ... IEEE Transactions on Medical Imaging, 2024 | | 2024 |
| TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing MK Grzeszczyk, P Korzeniowski, S Alabed, AJ Swift, T Trzciński, A Sitek International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| MISS: Multiclass Interpretable Scoring Systems MK Grzeszczyk, T Trzciński, A Sitek Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | | 2024 |
