Matthew, Jacqueline

1. SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan\n Planes in Freehand Ultrasound
   2016/12/16 by Christian F. Baumgartner, Baumgartner, Christian F., Konstantinos Kamnitsas +14 · 7 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · Computer Science · #Fetal and Pediatric Neurological Disorders #Cleft Lip and Palate Research #Domain Adaptation and Few-Shot Learning
2. Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound\n Using Fully Convolutional Neural Networks
   2018/04/24 by Matthew Sinclair, Sinclair, Matthew, Christian F. Baumgartner +21 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cleft Lip and Palate Research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders
3. Attention-Gated Networks for Improving Ultrasound Scan Plane Detection
   2018/04/15 by Schlemper, Jo, Oktay, Ozan, Chen, Liang +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging
   2020/10/30 by Meng, Qingjie, Matthew, Jacqueline, Zimmer, Veronika A. +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Can non-specialists provide high quality gold standard labels in\n challenging modalities?
   2021/07/30 by Samuel Budd, Thomas A. Day, Budd, Samuel +13 · 1 citation
   Medicine · #Artificial Intelligence in Healthcare and Education #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
6. Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View
   2022/06/29 by Veronika A. Zimmer, Zimmer, Veronika A., Alberto Gómez +23 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Cleft Lip and Palate Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Prenatal Screening and Diagnostics #electronic engineering #information engineering
7. Screen Tracking for Clinical Translation of Live Ultrasound Image\n Analysis Methods
   2020/07/13 by Simona Treivase, Treivase, Simona, Alberto Gómez +9 · 1 citation
   Computer Science · Engineering · Medicine · #68T45 #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
8. Scanner-based real-time automated volumetry reporting of the fetus, amniotic fluid, placenta and umbilical cord for fetal MRI at 0.55T
   2025/07/07 by Sara Neves Silva, Alena Uus, Silva, Sara Neves +39 · 2 citations
   Medicine · #Fetal and Pediatric Neurological Disorders #Neonatal and fetal brain pathology #Pregnancy and preeclampsia studies