Nathan R. Huber - Publications

Affiliations: 
Mayo Clinic Graduate School of Biomedical Sciences 
Area:
Computed Tomography, Artificial Intelligence, Medical Physics

10 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Hsieh SS, Yu L, Huber NR, Leng S, McCollough CH. Estimating the minimum SNR necessary for object detection in the projection domain. Proceedings of Spie--the International Society For Optical Engineering. 12031. PMID 36685338 DOI: 10.1117/12.2611564  0.346
2022 Huber NR, Missert AD, Gong H, Leng S, Yu L, McCollough CH. Technical Note: Phantom-based training framework for convolutional neural network CT noise reduction. Medical Physics. PMID 36385704 DOI: 10.1002/mp.16093  0.603
2022 Baffour FI, Huber NR, Ferrero A, Rajendran K, Glazebrook KN, Larson NB, Kumar S, Cook JM, Leng S, Shanblatt ER, McCollough CH, Fletcher JG. Photon-counting Detector CT with Deep Learning Noise Reduction to Detect Multiple Myeloma. Radiology. 220311. PMID 36066364 DOI: 10.1148/radiol.220311  0.58
2022 Huber NR, Ferrero A, Rajendran K, Baffour F, Glazebrook KN, Diehn FE, Inoue A, Fletcher JG, Yu L, Leng S, McCollough CH. Dedicated convolutional neural network for noise reduction in ultra-high-resolution photon-counting detector computed tomography. Physics in Medicine and Biology. 67. PMID 35944556 DOI: 10.1088/1361-6560/ac8866  0.627
2022 Hsieh SS, Leng S, Yu L, Huber NR, McCollough CH. A minimum SNR criterion for computed tomography object detection in the projection domain. Medical Physics. PMID 35754205 DOI: 10.1002/mp.15832  0.532
2021 Huber NR, Missert AD, Gong H, Hsieh SS, Leng S, Yu L, McCollough CH. Random Search as a Neural Network Optimization Strategy for Convolutional-Neural-Network (CNN)-based Noise Reduction in CT. Proceedings of Spie--the International Society For Optical Engineering. 11596. PMID 35386837 DOI: 10.1117/12.2582143  0.526
2021 Huber NR, Missert AD, Yu L, Leng S, McCollough CH. Evaluating a Convolutional Neural Network Noise Reduction Method When Applied to CT Images Reconstructed Differently Than Training Data. Journal of Computer Assisted Tomography. 45: 544-551. PMID 34519453 DOI: 10.1097/RCT.0000000000001150  0.55
2021 Ren L, Huber N, Rajendran K, Fletcher JG, McCollough CH, Yu L. Dual-Contrast Biphasic Liver Imaging With Iodine and Gadolinium Using Photon-Counting Detector Computed Tomography: An Exploratory Animal Study. Investigative Radiology. PMID 34411033 DOI: 10.1097/RLI.0000000000000815  0.511
2021 Huber N, Anderson T, Missert A, Adkins M, Leng S, Fletcher J, McCollough C, Yu L, Glazebrook KN. Clinical evaluation of a phantom-based deep convolutional neural network for whole-body-low-dose and ultra-low-dose CT skeletal surveys. Skeletal Radiology. PMID 34114078 DOI: 10.1007/s00256-021-03828-2  0.518
2021 Gong H, Marsh JF, D'Souza KN, Huber NR, Rajendran K, Fletcher JG, McCollough CH, Leng S. Deep-learning-based direct synthesis of low-energy virtual monoenergetic images with multi-energy CT. Journal of Medical Imaging (Bellingham, Wash.). 8: 052104. PMID 33889658 DOI: 10.1117/1.JMI.8.5.052104  0.605
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