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Anastasio, Mark A.

  1. On hallucinations in tomographic image reconstruction
    2020/12/01 by Bhadra, Sayantan, Kelkar, Varun A., Brooks, Frank J. +1 · 9 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. Waveform Inversion with Source Encoding for Breast Sound Speed Reconstruction in Ultrasound Computed Tomography
    2014/12/30 by Kun Wang, Wang, Kun, Thomas P. Matthews +9 · 4 citations
    Earth and Planetary Sciences · Medicine · #Seismic Imaging and Inversion Techniques #Medical Imaging Techniques and Applications #Ultrasound Imaging and Elastography
  3. Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks
    2020/01/27 by Bhadra, Sayantan, Zhou, Weimin, Anastasio, Mark A. · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  4. Deep Learning-Guided Image Reconstruction from Incomplete Data
    2017/09/02 by Brendan J. Kelly, Kelly, Brendan, Thomas P. Matthews +3 · 3 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
  5. Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images
    2020/11/07 by He, Shenghua, Minn, Kyaw Thu, Solnica-Krezel, Lilianna +2 · 2 citations
    #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) #electronic engineering #information engineering
  6. Assessing the Impact of Deep Neural Network-based Image Denoising on Binary Signal Detection Tasks
    2021/04/28 by Kaiyan Li, Weimin Zhou, Li, Kaiyan +5 · 2 citations
    Computer Science · Engineering · Medicine · #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging #Medical Imaging Techniques and Applications
  7. Impact of deep learning-based image super-resolution on binary signal detection
    2021/07/06 by Zhang, Xiaohui, Kelkar, Varun A., Granstedt, Jason +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  8. Assessing the ability of generative adversarial networks to learn canonical medical image statistics
    2022/04/26 by Varun A. Kelkar, Kelkar, Varun A., Dimitrios S. Gotsis +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  9. Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context
    2023/09/19 by Deshpande, Rucha, Özbey, Muzaffer, Li, Hua +2 · 2 citations
    #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) #Machine Learning (stat.ML) #electronic engineering #information engineering
  10. Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
    2024/05/03 by Deshpande, Rucha, Kelkar, Varun A., Gotsis, Dimitrios +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  11. A forward-adjoint operator pair based on the elastic wave equation for use in transcranial photoacoustic tomography
    2017/09/08 by Kenji Mitsuhashi, Joemini Poudel, Mitsuhashi, Kenji +9 · 1 citation
    Engineering · Medicine · #FOS: Physical sciences #Medical Physics (physics.med-ph) #Optical Imaging and Spectroscopy Techniques #Photoacoustic and Ultrasonic Imaging #Thermography and Photoacoustic Techniques
  12. On the impact of incorporating task-information in learning-based image denoising
    2022/11/23 by Li, Kaiyan, Li, Hua, Anastasio, Mark A. · 1 citation
    #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. Super Phantoms: advanced models for testing medical imaging technologies
    2023/08/24 by Manohar, Srirang, Sechopoulos, Ioannis, Anastasio, Mark A. +3 · 1 citation
    #FOS: Physical sciences #Medical Physics (physics.med-ph)
  14. High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models
    2023/06/14 by Zhao, Ruiyang, Peng, Xi, Kelkar, Varun A. +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  15. AmbientFlow: Invertible generative models from incomplete, noisy measurements
    2023/09/09 by Kelkar, Varun A., Deshpande, Rucha, Banerjee, Arindam +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  16. Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
    2025/01/16 by Li, Kaiyan, Kc, Prabhat, Li, Hua +3 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  17. Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography
    2023/08/30 by Lozenski, Luke, Wang, Hanchen, Li, Fu +4 · 1 citation
    #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  18. Spatiotemporal Image Reconstruction to Enable High-Frame Rate Dynamic Photoacoustic Tomography with Rotating-Gantry Volumetric Imagers
    2023/10/01 by Refik Mert Çam, Cam, Refik M., Chao Wang +9 · 1 citation
    Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Atmospheric and Environmental Gas Dynamics #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering