| Machine learning methods for preterm birth prediction: a review T Włodarczyk, S Płotka, T Szczepański, P Rokita, N Sochacki-Wojcicka, ... Electronics 10 (5), 586, 2021 | 33 | 2021 |
| Spontaneous preterm birth prediction using convolutional neural networks T Włodarczyk, S Płotka, P Rokita, N Sochacki-Wójcicka, J Wójcicki, M Lipa, ... Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020 | 27 | 2020 |
| FetalNet: Multi-task deep learning framework for fetal ultrasound biometric measurements S Płotka, T Włodarczyk, A Klasa, M Lipa, A Sitek, T Trzciński Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | 26 | 2021 |
| Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
| Deep learning fetal ultrasound video model match human observers in biometric measurements S Płotka, A Klasa, A Lisowska, J Seliga-Siwecka, M Lipa, T Trzciński, ... Physics in Medicine & Biology 67 (4), 045013, 2022 | 25 | 2022 |
| Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 19 | 2023 |
| Estimation of preterm birth markers with U-Net segmentation network T Włodarczyk, S Płotka, T Trzciński, P Rokita, N Sochacki-Wójcicka, ... Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image …, 2019 | 18 | 2019 |
| 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 | 16 | 2022 |
| Placental vessel segmentation and registration in fetoscopy: literature review and MICCAI FetReg2021 challenge findings S Bano, A Casella, F Vasconcelos, A Qayyum, A Benzinou, M Mazher, ... Medical Image Analysis, 103066, 2023 | 10* | 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 | 10 | 2023 |
| 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 | 9 | 2023 |
| On a road to optimal fleet routing algorithms: a gentle introduction to the state-of-the-art P Gora, D Bankiewicz, K Karnas, W Kaźmierczak, M Kutwin, P Perkowski, ... Smart Delivery Systems, 37-92, 2020 | 7 | 2020 |
| CXR-FL: deep learning-based Chest X-ray image analysis using federated learning F Ślazyk, P Jabłecki, A Lisowska, M Malawski, S Płotka International Conference on Computational Science, 433-440, 2022 | 6 | 2022 |
| Convolutional neural networks in orthodontics: a review S Płotka, T Włodarczyk, R Szczerba, P Rokita, P Bartkowska, ... arXiv preprint arXiv:2104.08886, 2021 | 6 | 2021 |
| Minimal data requirement for realistic endoscopic image generation with Stable Diffusion J Kaleta, D Dall’Alba, S Płotka, P Korzeniowski International journal of computer assisted radiology and surgery 19 (3), 531-539, 2024 | 5 | 2024 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| Virtual reality simulator for fetoscopic spina bifida repair surgery P Korzeniowski, S Płotka, R Brawura-Biskupski-Samaha, A Sitek 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | 2 | 2022 |
| 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 | 2 | 2022 |
| 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 | 1 | 2024 |
Tomasz TrzcinskiWarsaw University of Technology, Tooploox, IDEAS NCBRVerified email at pw.edu.pl
