Machine learning methods for preterm birth prediction: a review T W³odarczyk, S P³otka, T Szczepañski, P Rokita, N Sochacki-Wojcicka, ... Electronics 10 (5), 586, 2021 | 27 | 2021 |
Deep learning fetal ultrasound video model match human observers in biometric measurements S P³otka, A Klasa, A Lisowska, J Seliga-Siwecka, M Lipa, T Trzciñski, ... Physics in Medicine & Biology 67 (4), 045013, 2022 | 26 | 2022 |
Spontaneous preterm birth prediction using convolutional neural networks T W³odarczyk, S P³otka, P Rokita, N Sochacki-Wójcicka, J Wójcicki, M Lipa, ... Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020 | 24 | 2020 |
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 | 23 | 2022 |
FetalNet: Multi-task deep learning framework for fetal ultrasound biometric measurements S P³otka, T W³odarczyk, A Klasa, M Lipa, A Sitek, T Trzciñski Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | 23 | 2021 |
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 | 17 | 2023 |
Estimation of preterm birth markers with U-Net segmentation network T W³odarczyk, S P³otka, T Trzciñski, P Rokita, N Sochacki-Wójcicka, ... Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image …, 2019 | 17 | 2019 |
BabyNet: residual transformer module for birth weight prediction on fetal ultrasound video S P³otka, MK Grzeszczyk, R Brawura-Biskupski-Samaha, P Gutaj, M Lipa, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 13 | 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 | 8* | 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 Ka¼mierczak, M Kutwin, P Perkowski, ... Smart Delivery Systems, 37-92, 2020 | 7 | 2020 |
Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns A Sitek, J Seliga-Siwecka, S P³otka, MK Grzeszczyk, S Seliga, ... Pediatric research 93 (2), 376-381, 2023 | 6 | 2023 |
Convolutional neural networks in orthodontics: a review S P³otka, T W³odarczyk, R Szczerba, P Rokita, P Bartkowska, ... arXiv preprint arXiv:2104.08886, 2021 | 6 | 2021 |
CXR-FL: deep learning-based Chest X-ray image analysis using federated learning F ¦lazyk, P Jab³ecki, A Lisowska, M Malawski, S P³otka International Conference on Computational Science, 433-440, 2022 | 5 | 2022 |
Deep learning for estimation of fetal weight throughout the pregnancy from fetal abdominal ultrasound SS P³otka, MK Grzeszczyk, PI Szenejko, K ¯ebrowska, ... American journal of obstetrics & gynecology MFM 5 (12), 101182, 2023 | 2 | 2023 |
BabyNet++: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery S P³otka, MK Grzeszczyk, R Brawura-Biskupski-Samaha, P Gutaj, M Lipa, ... Computers in Biology and Medicine 167, 107602, 2023 | 2 | 2023 |
Virtual reality simulator for fetoscopic spina bifida repair surgery P Korzeniowski, S P³otka, 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 P³otka, 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 |
TabAttention: Learning Attention Conditionally on Tabular Data MK Grzeszczyk, S P³otka, B Rebizant, K Kosiñska-Kaczyñska, M Lipa, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection T Szczepañski, A Sitek, T Trzciñski, S P³otka International Conference on Computational Science, 441-454, 2022 | 1 | 2022 |