Claudia Prieto
- Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields
2023/07/24 by Tabita Catalán, Matías Courdurier, Catalán, Tabita +9 · 5 citations
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
2018/10/29 by Ilkay Oksuz, İlkay Öksüz, Oksuz, Ilkay +25 · 2 citations
Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #cs.CV
- Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
2019/10/11 by Ilkay Oksuz, Oksuz, Ilkay, James R. Clough +15 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images
2020/10/20 by Pablo Messina, Pablo Pino, Messina, Pablo +20 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #cs.AI #cs.CL #cs.CV #cs.LG
- Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR Imaging
2024/12/17 by Wenqi Huang, Veronika Spieker, Huang, Wenqi +17 · 1 voice · 5 citations
Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #cs.AI #cs.LG #eess.IV
- PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRI
2025/01/16 by Veronika Spieker, Hannah Eichhorn, Spieker, Veronika +21 · 4 citations
Medicine · Computer Science · #Medical Imaging Techniques and Applications #Neural Networks and Applications #Advanced MRI Techniques and Applications
- Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction
2020/12/22 by Chen Qin, Qin, Chen, Jinming Duan +18 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #eess.IV #electronic engineering #information engineering
- CMRxRecon2024: A Multimodality, Multiview k-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
2025/01/29 by Zi Wang, Fanwen Wang, Chen Qin +29 · 1 voice · 3 citations
Medicine · Engineering · #Radiomics and Machine Learning in Medical Imaging #Cardiac Imaging and Diagnostics #Advanced X-ray and CT Imaging
- k‐t group sparse: A method for accelerating dynamic MRI
2011/03/09 by Muhammad Usman, Claudia Prieto, Tobias Schaeffter +1 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques