Mark A. Anastasio

1. 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 +10 · 5 citations
   Earth and Planetary Sciences · Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques #Ultrasound Imaging and Elastography #physics.med-ph
2. Deep Learning-Guided Image Reconstruction from Incomplete Data
   2017/09/02 by Brendan J. Kelly, Kelly, Brendan, Thomas P. Matthews +3 · 7 citations
   Computer Science · Medicine · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
3. Assessing the Impact of Deep Neural Network-based Image Denoising on Binary Signal Detection Tasks
   2021/04/28 by Kaiyan Li, Li, Kaiyan, Weimin Zhou +5 · 3 citations
   Computer Science · Engineering · Medicine · #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging #Medical Imaging Techniques and Applications
4. 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 · 3 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
5. AmbientFlow: Invertible generative models from incomplete, noisy measurements
   2023/09/09 by Varun A. Kelkar, Kelkar, Varun A., R. Deshpande +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Music and Audio Processing #electronic engineering #information engineering
6. Full-Wave Iterative Image Reconstruction in Photoacoustic Tomography with Acoustically Inhomogeneous Media
   2013/03/22 by Kun Wang, Huang, Chao, Wang, Kun +6 · 1 citation
   Engineering · Medicine · #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Medical Physics (physics.med-ph) #Numerical Analysis (math.NA) #Optical Imaging and Spectroscopy Techniques #Photoacoustic and Ultrasonic Imaging #Thermography and Photoacoustic Techniques
7. Prior Image-Constrained Reconstruction using Style-Based Generative Models
   2021/02/24 by Varun A. Kelkar, Kelkar, Varun A., Mark A. Anastasio +1 · 1 citation
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
8. A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods
   2021/10/22 by Kaiyan Li, Li, Kaiyan, Weimin Zhou +5 · 1 citation
   Medicine · #FOS: Electrical engineering #Healthcare Technology and Patient Monitoring #Optical Imaging and Spectroscopy Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Spatiotemporal Image Reconstruction to Enable High-Frame Rate Dynamic Photoacoustic Tomography with Rotating-Gantry Volumetric Imagers
   2023/10/01 by Refik Mert Çam, Chao Wang, Cam, Refik M. +9 · 2 citations
   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
10. A forward-adjoint operator pair based on the elastic wave equation for use in transcranial photoacoustic tomography
    2017/09/08 by Kenji Mitsuhashi, Mitsuhashi, Kenji, Joemini Poudel +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
11. On the impact of incorporating task-information in learning-based image denoising
    2022/11/23 by Kaiyan Li, Hua Li, Li, Kaiyan +3 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
12. A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers
    2023/03/13 by Sourya Sengupta, Sengupta, Sourya, Mark A. Anastasio +1 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
13. High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models
    2023/06/14 by Ruiyang Zhao, Xi Peng, Zhao, Ruiyang +7 · 1 citation
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
14. Revisiting the joint estimation of initial pressure and speed-of-sound distributions in photoacoustic computed tomography with consideration of canonical object constraints
    2024/10/05 by Gangwon Jeong, Jeong, Gangwon, Umberto Villa +3 · 2 citations
    Engineering · Environmental Science · #Advanced X-ray and CT Imaging #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 #electronic engineering #information engineering
15. Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography
    2023/08/30 by Luke Lozenski, Lozenski, Luke, Hanchen Wang +11 · 1 citation
    Engineering · Medicine · #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography #electronic engineering #information engineering
16. A Taxonomy of Machine Hallucination in Radiology
    2026/03/01 by Frank J. Brooks, Mark A. Anastasio · 1 voice · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Radiology practices and education