Szymon Płotka
Jagiellonian University(PL)
Publications by Year
Research Areas
Fetal and Pediatric Neurological Disorders, Neonatal Respiratory Health Research, AI in cancer detection, Neonatal and fetal brain pathology, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Machine Learning Methods for Preterm Birth Prediction: A Review(2021)61 cited
- → Deep learning fetal ultrasound video model match human observers in biometric measurements(2022)47 cited
- → FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements(2021)37 cited
- → Deep learning for estimation of fetal weight throughout the pregnancy from fetal abdominal ultrasound(2023)28 cited
- → Minimal data requirement for realistic endoscopic image generation with Stable Diffusion(2023)23 cited
- → Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns(2022)18 cited
- → Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results(2024)17 cited
- → BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video(2022)17 cited
- → BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery(2023)14 cited
- → Virtual Reality Simulator for Fetoscopic Spina Bifida Repair Surgery(2022)11 cited