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Szymon Płotka
Szymon Płotka
Otros nombresSzymon Plotka
Sano Centre for Computational Medicine, University of Amsterdam, Amsterdam UMC
Dirección de correo verificada de uva.nl
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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
272022
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
272021
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
252021
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
252020
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
232022
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
182023
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
172019
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
142022
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
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
72023
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
72020
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
62022
Convolutional neural networks in orthodontics: a review
S Płotka, T Włodarczyk, R Szczerba, P Rokita, P Bartkowska, ...
arXiv preprint arXiv:2104.08886, 2021
62021
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
32023
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
22023
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
22022
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
22022
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
12024
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
12023
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection
T Szczepański, A Sitek, T Trzciński, S Płotka
International Conference on Computational Science, 441-454, 2022
12022
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