Sodickson, Daniel K.

1. fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
   2018/11/21 by Jure Žbontar, Zbontar, Jure, Florian Knöll +47 · 90 citations
   Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Deep Learning Methods for Parallel Magnetic Resonance Image\n Reconstruction
   2019/04/01 by Florian Knöll, Kerstin Hammernik, Knoll, Florian +11 · 19 citations
   Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #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) #Medical Imaging Techniques and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
3. GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil\n MRI Reconstruction
   2019/10/27 by Anuroop Sriram, Jure Žbontar, Sriram, Anuroop +9 · 3 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
4. A Trust-Guided Approach to MR Image Reconstruction with Side Information
   2025/01/06 by Arda Atalık, Sumit Chopra, Atalık, Arda +3 · 6 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #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) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
5. Differences between human and machine perception in medical diagnosis
   2020/11/28 by Taro Makino, Stanisław Jastrzȩbski, Makino, Taro +39 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
6. Magnetic-resonance-based electrical property mapping using Global Maxwell Tomography with an 8-channel head coil at 7 Tesla: a simulation study
   2020/03/20 by Giannakopoulos, Ilias I., Serrallés, José E. C., Daniel, Luca +4 · 1 citation
   #FOS: Biological sciences #FOS: Electrical engineering #FOS: Physical sciences #Medical Physics (physics.med-ph) #Signal Processing (eess.SP) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
7. On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease
   2023/01/27 by Raghav Singhal, Singhal, Raghav, Mukund Sudarshan +17 · 1 citation
   Medicine · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging