Joseph V. Hajnal

1. A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
   2017/04/08 by Jo Schlemper, José Caballero, Schlemper, Jo +7 · 14 citations
   Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
2. Complex diffusion-weighted image estimation via matrix recovery under\n general noise models
   2018/12/14 by Lucilio Cordero‐Grande, Daan Christiaens, Cordero-Grande, Lucilio +7 · 12 citations
   Medicine · #62P10 #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #electronic engineering #information engineering
3. Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction
   2017/12/05 by Chen Qin, Qin, Chen, Jo Schlemper +9 · 12 citations
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques
4. A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction
   2017/03/01 by Jo Schlemper, Schlemper, Jo, J. A. Caballero +7 · 5 citations
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques
5. DeepCut: Object Segmentation from Bounding Box Annotations using\n Convolutional Neural Networks
   2016/05/25 by Martin Rajchl, Rajchl, Martin, Matthew Chung Hai Lee +19 · 6 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders
6. Parallel transmission for ultrahigh‐field imaging
   2015/05/19 by Francesco Padormo, Arian Beqiri, Joseph V. Hajnal +2 · 3 citations
   Chemistry · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced NMR Techniques and Applications #Atomic and Subatomic Physics Research
7. 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 · 2 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
8. Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
   2018/05/02 by Benjamin Hou, Nina Miolane, Hou, Benjamin +17 · 2 citations
   Computer Science · Engineering · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
9. CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains
   2024/03/13 by Maik Dannecker, Dannecker, Maik, Vanessa Kyriakopoulou +9 · 4 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Machine Learning (cs.LG) #Neonatal and fetal brain pathology
10. Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion
    2017/02/28 by Benjamin Hou, Hou, Benjamin, Amir Alansary +15 · 2 citations
    Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Advanced Neuroimaging Techniques and Applications
11. Fully automated planning for anatomical fetal brain MRI on 0.55T
    2024/01/19 by Sara Neves Silva, Silva, Sara Neves, Sarah McElroy +25 · 3 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Physical sciences #Fetal and Pediatric Neurological Disorders #Medical Physics (physics.med-ph)
12. Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction
    2020/12/22 by Chen Qin, Jinming Duan, Qin, Chen +17 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
13. Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View
    2022/06/29 by Veronika A. Zimmer, Alberto Gómez, Zimmer, Veronika A. +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
14. Motion corrected MRI with DISORDER: Distributed and Incoherent Sample\n Orders for Reconstruction Deblurring using Encoding Redundancy
    2019/10/01 by Lucilio Cordero‐Grande, Giulio Ferrazzi, Cordero-Grande, Lucilio +9 · 1 citation
    Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging
15. AutOmatic floW planning for fetaL MRI (OWL)
    2024/08/12 by Sara Neves Silva, Silva, Sara Neves, Tomas Woodgate +25 · 1 citation
    Medicine · #FOS: Physical sciences #Fetal and Pediatric Neurological Disorders #Medical Physics (physics.med-ph) #Prenatal Screening and Diagnostics
16. Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
    2025/05/14 by Maik Dannecker, Dannecker, Maik, Thomas Sanchez +15 · 2 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #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) #electronic engineering #information engineering
17. 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