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    Chapter and Conference Paper

    Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy

    Compressed sensing fluorescence microscopy (CS-FM) proposes a scheme whereby less measurements are collected during sensing and reconstruction is performed to recover the image. Much work has gone into optimiz...

    Alan Q. Wang, Aaron K. LaViolette, Leo Moon in Medical Image Computing and Computer Assis… (2021)

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    Chapter and Conference Paper

    Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data

    Compressed Sensing MRI (CS-MRI) has shown promise in reconstructing under-sampled MR images, offering the potential to reduce scan times. Classical techniques minimize a regularized least-squares cost function...

    Alan Q. Wang, Adrian V. Dalca in Machine Learning for Medical Image Reconst… (2020)