qurAI

Our PUBLICATIONS

journal articles

4TOTAL RESOURCES
S. Płotka, T. Szczepański, P. Szenejko, P. Korzeniowski, J. Rodriguez Calvo, Asma Khalil, A. Shamshirsaz, R. Brawura-Biskupski-Samaha, I. Išgum, C. I. Sánchez, A. Sitek , "Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome", Medical Image Analysis, 2025; 99.
DOI | PMID
S. S. Płotka, M. K. Grzeszczyk, P. I. Szenejko, K. Żebrowska, N. A Szymecka-Samaha, T. Łęgowik, M. A Lipa, K. Kosińska-Kaczyńska, R. Brawura-Biskupski-Samaha, I. Išgum, C. I. Sánchez, A. Sitek, "Deep learning for estimation of fetal weight throughout the pregnancy from fetal abdominal ultrasound", American journal of obstetrics & gynecology MFM, 2023; 5 (12): 101182.
DOI | PMID
S. Płotka, M. K. Grzeszczyk, R. Brawura-Biskupski-Samaha, P. Gutaj, M. Lipa, T. Trzciński, I. Išgum, C. I. Sánchez, A. Sitek, "Fetal birth weight prediction using biometry multimodal data acquired less than 24 h before delivery", Computers in Biology and Medicine, 2023 (107602).
DOI | PMID
A. Sitek, J. Seliga-Siwecka, S. Płotka, M. K. Grzeszczyk, S. Seliga, K. Włodarczyk, R. Bokiniec, "Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns", Nature Pediatric Research, 2022.
DOI | PMID

inproceedings

1TOTAL RESOURCES
S. Płotka, M.K. Grzeszczyk, R. Brawura-Biskupski-Samaha, P. Gutaj, M. Lipa, T. Trzciński, A. Sitek, "BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video", Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022: 350-359.
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phd theses

1TOTAL RESOURCES
S. S. Płotka, "Enhancing prenatal care through deep learning", University of Amsterdam, The Netherlands, 2024, ISBN: 978-94-93330-94-8.